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Description of Statistical Computation

Author's title

Author*The author of this computation has been verified*
R Software Modulerwasp_multipleregression.wasp
Title produced by softwareMultiple Regression
Date of computationSat, 01 Dec 2012 11:03:32 -0500
Cite this page as followsStatistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2012/Dec/01/t1354377839c9521k2goq5f7ov.htm/, Retrieved Mon, 29 Apr 2024 06:59:57 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=195351, Retrieved Mon, 29 Apr 2024 06:59:57 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact112

Tree of Dependent Computations

Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-     [Multiple Regression] [] [2012-11-20 08:55:41] [af1abf97761ac0cf7dc5c55ff51240a9]
- R  D    [Multiple Regression] [Paper 11] [2012-12-01 16:03:32] [78cbff3691fb0cc454e192ff02249329] [Current]
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Dataset

Dataseries X:
Download CSV
Histogram
Boxplots 
366.356	774.414	-4.4	4.2	0	18	19	116
304.452	803.398	-5.7	4.8	-0.3	69.1	9	506
371.357	470.048	-13.5	4.3	0.2	80	3	95
294.444	75.251	1.4	3	0.1	177	22	161
406.044	77.626	4.1	5.6	1.1	287	7	80
368.888	788.683	5.8	2.3	-0.1	200	9	33
33.322	781.521	2.7	1.9	0.4	228	7	129
33.673	777.779	7.1	8.9	0.2	220	15	155
207.944	689.163	4.1	2	0.1	183	9	132
194.591	76.774	1.1	5.2	0.1	43.1	10	480
33.322	571.373	-9	3.4	0	80	6	98
321.888	833.471	1.6	4.4	-0.3	78.1	16	558
109.861	465.396	-0.4	5.7	0.8	267	3	121
53.845	738.895	-4.8	6	0	81	20	122
393.183	781.763	-0.9	1.4	-0.3	236	15	51
33.673	496.981	-0.5	0.6	1.7	341.1	4	552
283.321	780.384	-1	1.8	0	16	7	150
304.452	762.168	-2.3	5.2	-0.1	66.1	12	428
299.573	521.494	5.8	2.6	-0.2	68.8	3	582
421.951	764.204	5.1	2.2	1.1	199	18	538
304.452	777.149	10.8	2.4	-1.5	329.8	13	579
37.612	831.385	12.2	4	-2.8	230.4	17	572
358.352	763.964	-2.8	2.1	-1.6	210.2	11	512
248.491	705.531	11.2	3.3	2.3	302.8	23	604
248.491	738.275	13.6	0.6	-0.8	159.8	11	602
33.322	756.786	-12.3	3.7	-0.2	70	12	460
313.549	792.226	4.2	1.4	0.2	161	7	127
207.944	738.771	-2.8	4.5	0.1	53.3	21	417
368.888	74.793	3.4	7.2	0.5	209.1	12	477
299.573	397.029	-11.7	2.7	1.7	81	4	87
398.898	805.102	-2.5	3.2	0.1	83	9	51
304.452	667.834	3.9	4.8	-0.6	66.8	8	573
355.535	734.601	3	1.4	1	200	21	177
179.176	754.062	0	6.1	-0.2	207.5	19	489
304.452	482.028	-2.6	2.1	0.7	72.8	4	530
256.495	780.057	1	2.2	0	99	7	65
436.945	741.878	-0.2	1.1	3.2	138	22	49
346.574	796.032	7.7	4.8	-0.2	66	17	196
460.517	823.669	10.7	5.3	-0.9	205	17	192
309.104	830.721	9.3	7.3	-0.5	206	17	212
415.888	826.333	9.5	5	-0.9	208	17	208
179.176	750.329	1.6	4.5	0.1	117	19	62
248.491	649.527	-3.4	0.5	1.1	217	6	135
321.888	774.414	-1.3	4.2	-0.2	59	15	149
373.767	675.577	-3.2	2.6	0.6	70.5	21	398
42.485	651.915	-1.8	2.3	1.1	81	23	174
38.712	477.068	-0.5	0.5	0.7	358	4	402
400.733	788.721	7.6	4	-0.6	180	13	208
294.444	542.053	3.4	2.9	0.4	74.7	3	567
309.104	380.666	7.4	3.2	-0.1	225	3	205
194.591	48.752	-3.5	3.8	-0.1	60.5	3	418
352.636	825.088	19.8	4.8	-1.9	260	17	206
38.712	785.516	16.3	3.4	-0.1	225.3	20	605
299.573	825.427	-7.3	5	0	60	8	506
407.754	736.201	-0.6	0.8	1.1	88.3	21	422
321.888	759.388	-0.4	4.5	-0.2	64.6	13	430
349.651	835.208	17.8	5	-2.5	219.6	16	599
32.581	462.497	-1.9	2.2	2.2	268	4	172
299.573	739.879	-10	3.8	-0.1	78.4	20	449
270.805	648.616	-1.3	2.9	0.7	63.3	24	397
309.104	620.456	4.7	1.5	1.1	104.4	1	588
406.044	764.348	0.3	1.5	-0.3	172	13	130
361.092	759.337	8.8	2.2	0	186	21	577
256.495	643.455	-9.3	3.6	0.1	71.2	9	450
160.944	700.033	-2.4	5.8	0	61	22	418
50.876	749.499	2.9	1.2	2.1	271.1	21	543
230.259	780.221	2.5	5	0.1	135	7	128
32.581	755.276	13.4	3.9	0.3	216.8	19	606
366.356	682.979	-15.5	3.1	0.2	70.3	22	460
304.452	749.053	-1.6	2.2	-0.9	211.7	12	501
34.012	759.035	0.1	2.6	-0.1	73	11	66
304.452	551.745	-2.8	0.5	2.2	5	5	155
34.012	818.619	-0.9	1.3	0.6	57	8	67
355.535	595.842	-10.3	1.2	2.5	86	24	86
397.029	755.276	-4.1	0.7	-0.7	264.8	13	401
472.739	777.022	-3.8	4.9	-0.2	68	7	166
430.407	799.834	8.2	5.6	-0.6	210	15	212
256.495	715.305	-4.8	4.7	-0.1	74.6	23	441
378.419	795.997	-4.3	6	0.1	18	13	82
495.583	657.508	6.2	1.3	1.1	226	24	200
366.356	788.231	3.3	5.8	-0.1	46.9	19	557
526.786	743.603	-1	1.8	1.4	89	20	44
346.574	495.583	-4	1.7	1	65	2	165
207.944	51.299	7.8	1.6	1.7	184.3	4	604
33.673	720.638	-5.3	1.8	-0.2	80	13	451
329.584	746.107	2.2	3.1	0.1	62.3	13	470
219.722	753.209	14.8	4.2	-4.5	227.7	11	588
343.399	813.359	-4.8	1.5	0	196	17	100
32.581	691.771	12.8	1	0.3	103.5	24	602
283.321	712.206	-3.2	4.6	-0.1	62.2	12	427
363.759	82.845	0.7	0.8	-0.8	86	8	541
270.805	756.528	3.5	6.9	0.2	204.4	15	482
299.573	765.112	-6.8	2.2	-0.4	78.8	16	517
400.733	767.183	8.3	0.7	-1.3	206.2	14	532
343.399	631.173	-19	2.3	0.8	60.9	8	461
0.69315	70.775	7	4	-0.2	54.3	10	578
352.636	734.148	-14.6	1.6	-0.4	228.9	14	457
263.906	796.346	3.6	3.2	1.2	268	18	42
194.591	735.116	3.5	1.9	0.2	215	20	107
371.357	754.115	5.2	0.9	-1	280	11	155
283.321	664.249	-8.3	2.6	0.2	60	23	85
343.399	756.579	0.6	3.8	-0.4	64.6	12	507
329.584	81.806	-0.5	0.7	-0.2	248	15	124
317.805	760.738	1	2.4	-0.1	192	13	38
481.218	754.327	-8	0.6	0.5	88	13	94
463.473	820.985	-3	1.5	2.7	89.6	8	470
304.452	576.205	5	3.2	0	58	6	195
38.712	691.274	-5.1	0.8	1.4	241	23	137
368.888	819.781	0.2	2.4	0.5	80	8	72
433.073	76.024	12.9	5.6	-0.8	46	13	188
461.512	754.327	2.6	2.6	-1.9	243	11	45
443.082	770.661	7.8	8	-1.2	33.7	13	556
34.012	554.518	-0.7	2	-0.3	254	1	542
248.491	768.432	7.7	1.5	-0.1	89	16	209
329.584	790.064	1.5	1.3	0.9	334.7	18	422
294.444	776.684	15.8	3.2	-0.2	125.5	17	595
33.673	797.797	4.3	5.7	-1	232	9	156
289.037	789.767	8.1	6.4	-0.5	199.4	7	577
490.527	824.065	11.6	6	-1.3	213	16	193
263.906	707.581	2.8	3.2	0.3	223	10	69
329.584	77.424	-4.4	4.9	-0.1	23	10	82
371.357	697.915	-5.1	3.3	1.4	81	23	98
439.445	827.741	2	2.5	-0.3	207.2	16	536
382.864	801.268	10	4.8	-0.5	83.2	9	600
256.495	578.996	1.1	4	-0.1	79	3	70
33.322	745.934	6.1	2.5	0	92	22	210
313.549	622.851	0.1	1.9	1.1	208.8	6	538
0.69315	645.362	-2.6	4.9	0.2	38.3	23	405
400.733	77.178	7.9	0.4	0.5	276	19	184
32.581	792.696	4.8	9.4	0.6	204	14	474
32.581	656.244	2.6	2.8	-0.7	224.1	8	545
484.419	817.273	-9.6	1.1	1.3	191	16	94
263.906	51.299	-1.5	2.5	-0.1	245.1	4	510
138.629	454.329	3.8	5.8	0.7	201.9	3	473
32.581	571.043	1.8	2.7	0.9	181.9	1	527
230.259	819.257	-0.7	4.1	0.6	252	8	121
309.104	500.395	3.6	2.7	1.2	344.7	4	533
294.444	739.817	3.9	6.2	0.7	206	20	155
34.012	663.988	4.7	3.6	0	59	24	196
299.573	629.342	-2.5	4.9	-0.2	84	7	167
382.864	74.378	-9.9	4.5	-0.1	55	11	89
230.259	77.977	1.7	2	0.3	38	15	63
429.046	733.629	-12.8	3.5	0	79	19	97
441.884	751.589	4.3	2.1	0.6	32.3	20	555
33.673	770.841	2.1	3.1	0	79	10	64
230.259	464.439	-2.2	4.9	-0.1	77	2	114
398.898	777.402	3.3	1.8	-0.3	220	10	155
412.713	505.625	5.6	3.5	-0.1	78	4	184
368.888	586.363	-0.6	0.6	1.7	142	1	79
230.259	552.943	3.4	4.7	0.8	220.1	5	474
329.584	791.754	0.2	2.8	0.4	335	15	53
313.549	674.052	-6.4	2.8	-0.1	77	22	84
207.944	653.669	8	1.9	-0.2	54.6	8	578
525.227	782.844	3.6	0.8	1.5	87.7	19	529
378.419	774.846	-13.4	4	0.2	74.1	13	448
397.029	571.043	-2.1	1.3	1.8	87.8	1	485
299.573	564.897	-8.7	4.3	-0.2	74.5	1	450
256.495	642.972	1.6	1.3	1	58	8	76
321.888	651.323	-3.9	2.8	0.4	71.3	8	398
138.629	793.057	1.4	2.5	0.2	210.5	19	525
313.549	759.337	3.3	4.2	1.2	235	20	138
406.044	719.818	3	1.8	1.1	191	22	192
427.667	823.377	7.2	3.8	-0.2	31	15	173
349.651	813.212	-1.7	1.5	-0.1	68	8	515
321.888	787.284	0.8	5	0.1	76.2	19	514
407.754	753.102	0.1	3.5	1.2	66.3	20	397
420.469	749.276	4.5	6.6	-0.1	210	12	156
418.965	565.599	0.3	1.5	1.7	303.4	1	529
248.491	707.327	-0.9	1.6	-0.5	256.5	9	510
109.861	633.683	2.2	2.8	0.1	142	1	63
248.491	721.229	-0.6	2.1	0.1	60	21	134
248.491	786.978	3.2	2.6	1.3	286	20	42
0.69315	784.031	4.1	2.7	0.2	175	19	56
434.381	798.344	-4.8	0.8	1.1	230.1	17	445
263.906	703.086	7.1	1.6	0.5	66.4	22	593
329.584	790.175	-4.4	3.8	0.1	15	9	82
417.439	772.223	7.1	3.9	-0.9	90	10	197
371.357	819.451	0	0.8	-0.3	254.2	16	500
402.535	784.698	11.6	4.2	-2.7	247	14	200
485.203	758.731	3.1	2.2	-3.4	227	11	148
464.439	647.235	1.5	1.2	1.3	101	24	191
363.759	774.932	15	7.3	-2.2	229.9	14	584
34.012	812.711	3.6	4.9	1.2	238	18	138
179.176	568.358	5.7	1.9	0.3	49	6	189
411.087	758.274	3.4	6.9	-0.1	194.9	11	548
33.673	801.434	10.1	2.4	-0.3	44	17	189
444.265	765.539	-2.4	2.6	0.7	78.3	18	398
277.259	783.716	0.2	4.5	0	80	7	157
371.357	69.921	-15	3.3	0.6	66	23	462
517.048	808.209	5.2	7.2	-1.3	202.7	14	537
309.104	785.554	4.1	3.4	0.1	79	7	170
270.805	768.064	6.3	9.4	0.2	248	16	160
411.087	75.438	8.7	4	-1.2	216.3	14	538
479.579	830.598	2.4	4.2	-0.7	65.1	8	556
23.979	595.324	-5.3	1	2.2	60	9	77
299.573	62.634	2.5	4.3	-0.1	79	24	69
313.549	825.036	9.3	5.4	-0.8	213	16	212
343.399	761.776	-5.6	3.1	-0.5	77.4	11	519
34.012	744.425	5.6	7	1	248.1	12	471
309.104	787.169	-1.7	0.5	0	218	18	51
445.435	764.492	-5.6	4.9	-0.1	56.7	7	409
418.965	746.851	-3.5	0.7	0.2	165.1	20	520
373.767	818.256	-11.2	3.7	0.2	78	16	96
420.469	510.595	-11.9	0.6	0.8	286.5	4	489
256.495	579.301	2.1	2.6	3.1	241	1	32
256.495	714.125	1	4.5	1.3	232	21	145
485.981	769.303	8.8	3.6	-2.5	85.4	12	547
525.227	723.056	-4.6	6.5	0.1	80	21	122
263.906	60.845	-5.8	2	-0.3	107.5	1	518
313.549	572.031	1	1.8	0.6	92	3	76
194.591	681.892	0.1	1.7	-0.1	214	11	112
34.012	567.332	-1.9	0.9	3.7	109.2	5	397
472.739	826.178	1	3.4	1.3	248	8	43
33.673	592.959	2.1	3.8	0.5	64.2	1	531
32.581	753.262	6.1	2.5	-0.1	182.5	21	572
373.767	811.761	0.2	0.8	0.9	11	16	113
179.176	798.446	1.9	5.8	0.2	9	9	80
406.044	77.463	11.8	6	-0.7	212.7	14	582
391.202	819.229	-4.4	1.5	0.5	87.9	8	423
0.69315	643.294	1.9	2.4	0.1	133	24	62
160.944	52.832	8.6	1.8	1.5	242	3	34
446.591	822.336	9.1	9.4	-0.5	39.4	16	556
317.805	768.983	13	0.3	0.4	114	22	602
289.037	670.564	1.8	0.8	0.1	269	6	141
417.439	758.426	4	3.1	-1.7	103.7	12	554
373.767	804.943	-7.8	0.6	-0.1	177	17	95
400.733	772.886	8.7	5.5	-0.4	132.3	14	573
304.452	751.806	-4.9	4.1	-0.2	73.8	13	436
263.906	758.172	-8.8	8.1	-0.1	53	18	90
411.087	828.425	2.9	3.3	0.8	22.1	17	397
447.734	801.731	0.4	3.9	0.7	67.4	18	507
317.805	767.786	-0.7	4.3	-0.4	59	13	151
33.322	78.598	4.2	2.7	1.1	230.7	18	526
0.69315	479.579	2.7	2.8	0.2	187	4	131
458.497	766.528	7.4	0.9	-0.2	55	13	184
0.69315	436.945	0.6	4.6	0.1	350	3	171
34.012	75.251	6	3.5	-0.2	78.1	21	571
207.944	773.849	1.6	1.6	0.3	211.3	21	525
455.388	762.071	3.4	5.9	-0.6	45	13	164
321.888	539.363	3.3	1.7	-0.1	187	4	202
277.259	587.774	-5.4	5.1	-0.2	72.2	2	441
329.584	58.522	4.2	1.7	1	175	5	587
33.322	802.027	2	6	-0.1	152	18	61
402.535	723.706	-14.2	1.4	-0.1	238.1	18	457
438.203	783.281	9.4	2.9	-0.3	248.4	15	540
299.573	460.517	1.5	1.1	0.2	233.7	3	480
355.535	811.073	0.6	6.8	0.3	10	8	54
32.581	757.917	2.5	3	-0.2	83	13	64
447.734	831.361	-0.3	3	-0.8	71.8	8	554
406.044	486.753	1.4	0.7	1.5	79.4	4	563
321.888	750.879	-0.7	4	-0.5	65.1	11	507
446.591	651.323	-8.1	0.7	1.2	111	24	143
313.549	66.107	-13.1	3.5	0	83	9	97
230.259	470.048	6.3	6	0.9	219.2	2	586
361.092	694.986	-3.8	0.7	-0.2	258	23	74
313.549	572.685	-3.6	0.8	4	302.4	5	470
389.182	816.337	-1.1	1.5	-0.2	157.4	16	521
321.888	77.012	15.8	3.9	-0.4	119.5	15	595
317.805	445.435	-5.1	3.4	0.4	58.4	3	507
373.767	828.248	8.5	3.1	-0.7	238	8	205
23.979	805.833	-2.1	4.1	-0.2	82	8	114
368.888	790.027	1.5	0.5	-0.6	99.2	13	509
426.268	734.148	3	0.8	0.6	86	21	32
494.164	790.027	-12.6	2.2	0.2	77.8	19	488
329.584	765.917	3	3.1	-0.1	221	14	169
207.944	560.947	-5.2	2.9	0.1	60	2	90
219.722	715.227	3.5	0.9	0.2	265	22	169
207.944	542.495	2.8	1.3	0	75.8	2	404
454.329	78.071	6.5	4.3	-1.1	44	11	173
207.944	794.839	2.5	3.6	-0.1	54.7	16	574
436.945	834.069	6.3	4.2	-0.1	76	16	166
397.029	754.062	-1.4	1.7	-0.2	86	12	51
398.898	589.164	1.7	1.1	2.4	173.1	1	533
299.573	752.402	2.4	7.9	-0.1	43.5	21	557
352.636	643.294	-0.1	1.6	-0.2	75	22	55
299.573	750.219	3.1	1.7	0.3	269	12	69
539.363	804.045	12.9	8.3	-1.1	357.5	14	551
363.759	731.986	-13.4	3.8	0.1	75	11	448
230.259	543.372	0.7	3.9	0.1	182.9	2	491
492.725	794.058	2.4	1	0.4	110.7	7	533
294.444	817.808	-1.3	5.6	-0.2	46	17	149
270.805	765.728	-6.3	4	-0.1	51.6	19	408
207.944	756.164	3.5	1.8	0	71.2	21	576
34.012	798.752	0	4	-0.3	78.5	9	430
505.625	763.143	11.8	2.4	-1.5	232.5	14	535
493.447	763.192	5.8	1.9	-3.1	260.8	12	541
256.495	76.324	3.1	4.7	-0.1	48	12	576
304.452	79.248	1.4	2.1	0	221	17	525
138.629	430.407	0.8	3.1	1.6	77	3	50
277.259	767.555	6.8	9.9	-0.2	249	15	160
391.202	71.025	1.3	8	0	61.6	23	557
435.671	795.437	6.8	1.5	-0.6	124.9	7	585
34.012	787.474	-6.8	1	0	207	15	84
402.535	785.166	10.5	4.4	-0.9	69	15	198
373.767	826.049	3.8	5.2	0	222	8	163
294.444	77.411	-12.8	3.6	0.1	68.4	14	460
409.434	524.702	1.3	0.8	1.1	72.3	5	563
304.452	524.175	-4.2	1.4	3.6	230	2	155
317.805	755.224	-0.6	2.5	-0.1	75	13	111
256.495	796.242	-6.1	5.2	0.4	27	18	82
263.906	685.751	5.1	5.5	0.1	230	10	126
309.104	81.191	0.8	3	-0.1	78	17	65
34.012	800.068	-4.4	3.7	-0.1	78	14	68
219.722	411.087	-6.5	2.1	-0.1	68.2	5	451
37.612	481.218	-3.7	0.9	-0.1	281.3	4	513
277.259	642.811	0.7	2.9	1.4	229.6	24	473
34.012	495.583	-5.7	3.3	0.6	72	2	401
361.092	616.121	8.4	3.3	0.7	80.5	24	564
33.673	655.251	-0.2	2.8	0.7	71	23	72
0.69315	51.299	-1.9	4.5	0.4	17	2	40
294.444	518.739	-7.3	1.9	0.5	85	3	118
417.439	791.608	0.1	2.1	2	77	18	49
283.321	733.954	-5.9	2.9	0.2	64.6	22	406
304.452	70.076	4.7	5.6	0	69	23	211
32.581	787.664	4.2	4.4	0.6	189.8	15	472
321.888	723.778	2.1	5.4	0.1	159	21	61
423.411	764.348	-0.5	2.1	-2	247.8	14	513
481.218	708.339	-3.7	1.1	0.1	192	22	101
439.445	795.718	6.5	6.2	-0.1	210.8	18	547
263.906	642.162	2.1	4.1	0.7	260	24	43
32.581	729.029	-3.1	1	-0.2	211	21	102
194.591	542.495	-12.8	0.8	1.2	55	6	91
294.444	729.029	3.8	4.3	0.5	210	22	105
256.495	752.348	3.4	6	0.2	191	14	482
321.888	563.479	-4.2	2.1	1.1	91	2	68
277.259	797.694	-1.7	5.2	0	76	8	124
461.512	778.197	5.4	3.6	-1.1	44	10	173
160.944	5.743	3.4	4.9	0.7	243	2	140
207.944	5.743	-0.2	5.6	0.2	16.6	2	553
38.712	562.762	2.1	1.5	2	227.8	5	533
317.805	785.477	-12.5	3.2	0.2	82.1	15	456
358.352	756.941	-4.1	4.3	-0.1	44.7	14	409
468.213	708.087	-9.8	0.5	0.2	131	21	83
256.495	743.603	-4.9	4.7	-0.1	79.6	21	441
230.259	611.368	-5.2	3.5	0	59	1	90
355.535	797.488	-1.6	3.5	0.5	34.5	18	480
346.574	669.084	6.4	1.2	0	188	6	207
248.491	779.523	2	2.8	1.6	242	18	127
421.951	521.494	-8.5	1.5	2.8	279	10	93
230.259	765.112	3.6	7.6	0.5	199.3	17	482
270.805	612.905	0.4	0.8	0.1	297	7	524
299.573	808.979	1.2	3.6	0.1	63.9	15	411
248.491	576.519	-3.5	3.2	0	240.2	2	504
313.549	806.401	3.6	2.3	-0.3	9.4	9	549
415.888	739.265	-14.9	1.9	0.8	65	20	91
179.176	643.294	1	2.5	-0.2	75	10	70
329.584	762.462	-1.7	1.6	-0.1	172	19	51
283.321	522.036	3.4	1.1	1.4	89	6	565
352.636	635.611	6.9	7	0.8	220	24	34
32.581	447.734	-4.8	2.5	0.4	84	3	101
398.898	650.279	4.2	3.9	0.6	78	24	197
160.944	688.959	1.5	4	0.1	240.4	22	523
349.651	732.909	-2.9	1.9	1.7	337.8	19	468
317.805	73.601	-8.2	4.7	-0.2	76.5	11	408
467.283	777.107	7	3.1	-0.3	73	10	185
343.399	616.121	8.1	1.9	-0.1	211.9	1	578
207.944	797.281	3.7	4.2	0.2	172	9	128
329.584	790.323	0.7	2.1	1.3	207.1	18	473
230.259	816.223	0.4	8.6	0.1	34	17	39
207.944	483.628	-10.4	1.9	1.1	75	7	86
0.69315	491.998	6.5	4.5	0.4	206	2	57
313.549	747.591	9	4.6	-0.9	208.7	10	587
382.864	752.941	10.1	1.1	-3.1	255	11	188
38.712	788.796	-0.3	1.7	0.4	26.9	15	416
299.573	447.734	-4.4	2.6	0.8	85	4	38
32.581	773.281	1.7	1.5	1.1	345	19	158
33.322	693.245	-3.2	0.8	-0.1	260	22	68
349.651	765.634	-5.9	3.1	-0.1	77	16	85
194.591	70.193	3.7	3.6	0.1	195	22	107
457.471	80.762	9.9	2.2	0	92	16	177
391.202	790.175	7.4	4.3	-0.3	178	18	190
380.666	689.669	5.1	2.5	0.7	80	23	197
393.183	430.407	3.2	1.5	0.4	75	3	194
248.491	515.906	0	4.3	0.1	102.7	3	477
313.549	782.764	-5.6	6.1	-0.2	79.5	17	441
294.444	702.554	0.7	2.4	-0.2	232.5	23	542
34.012	790.175	15.1	2.9	0.2	113.9	19	567
194.591	573.334	-2.2	4.3	-0.1	72	5	124
317.805	534.711	-3.8	2.7	-0.2	80.5	3	511
321.888	758.477	4.2	6.5	0.4	214.3	11	474
263.906	684.055	-13.1	4.8	-0.2	52.8	11	462
33.322	755.381	-0.2	3.9	-0.2	79.6	12	430
270.805	478.749	1.5	3.2	0.1	153	4	61
378.419	686.485	0.8	1.5	-0.1	231.5	23	540
378.419	781.197	-6.6	2.2	1.3	87	7	122
160.944	789.469	2.1	4	-0.1	47.8	14	574
33.673	776.132	1.7	2.9	-0.1	81	14	60
304.452	607.764	-4.1	5.4	-0.1	66.5	1	427
445.435	780.954	18.2	3.7	-2.7	250.7	15	568
194.591	54.848	2.2	2	1.9	253.8	5	473
263.906	527.811	-7.8	4.6	-0.1	71.5	19	450
33.322	776.684	-5.4	3	-0.2	77	14	85
343.399	55.835	-4.5	4.1	0.3	59.4	1	507
389.182	786.634	8	6.1	0.1	197	19	212
219.722	819.644	2.7	3.8	0.2	139	8	128
459.512	759.186	-5.6	3.9	-0.2	41	13	116
349.651	554.126	4.6	0.9	0.5	108	5	190
283.321	755.799	12	4.4	0.2	274.2	20	584
219.722	651.471	4.4	2	0.7	205	6	33
289.037	621.461	4.5	3.5	0	55	9	196
34.012	663.988	0.2	0.5	1.4	84.8	24	483
299.573	602.345	-18.6	2.3	0.1	79.4	7	457
373.767	762.413	0.1	2.6	1.5	230	19	175
294.444	584.064	7.4	4.3	0.3	189.6	1	590
358.352	832.579	7.6	4.2	0	224.1	8	583
329.584	732.053	8.6	2.6	-0.1	189.2	22	577
48.752	791.571	-2.5	3.6	0	64	15	143
433.073	77.424	10.6	1.8	-1.6	245	14	177
329.584	691.771	-1.6	1.1	0	282	23	51
378.419	778.239	5	3.1	-0.4	230	16	545
361.092	518.739	5.2	4.4	0.8	206	4	126
283.321	614.204	5.3	2.3	1.2	153.1	1	587
37.612	548.064	-13.1	1.1	1.3	62.9	5	464
358.352	52.933	3.3	2.2	0.5	77.1	2	562
317.805	54.848	-0.8	3.5	0	176.8	5	522
352.636	503.044	-4	1.5	-0.1	108.2	2	521
421.951	76.406	1.7	2.3	-0.3	85	15	167
393.183	829.255	6.1	4.2	0.3	23	17	173
230.259	570.378	5.8	2.8	0	43	7	189
32.581	54.848	5.7	3.3	0.5	228	5	204
270.805	702.997	14.9	2.8	-5	255.5	10	594
355.535	531.321	-5.7	2.2	0.6	82	5	165
194.591	614.419	0.2	3.1	0.1	73	9	56
436.945	514.749	-9	1.3	0.4	77	2	88
470.048	766.388	16.8	6	-1.1	272	14	205
248.491	58.944	2.8	4.7	0	66	2	574
160.944	761.085	-0.1	6.6	-0.3	205.2	14	489
378.419	752.294	-12.5	0.8	-0.4	232	19	463
194.591	482.831	-7.8	3.7	0.1	58.4	4	407
309.104	754.908	0.9	1	-0.6	213.1	12	484
321.888	775.833	-4.2	4.6	-0.1	78	10	120
248.491	750.659	21.9	3.6	-2.5	264.1	19	608
219.722	607.764	-10.1	2.8	0	73	1	89
493.447	701.571	-9.4	1.2	0	73.8	23	437
404.305	759.488	11.2	1.7	-2	236	12	188
451.086	820.576	1.8	3.2	0.2	216.6	8	551
194.591	459.512	0.5	5.5	0.1	354	4	171
309.104	823.297	-2.2	1.6	-0.3	211.7	16	501
460.517	831.532	-0.1	5.2	-0.8	79	8	555
363.759	757.096	8.4	5.4	-1.8	240	11	163
346.574	761.036	0.9	3	-0.7	340	12	142
38.712	821.528	-2.9	1.4	-0.2	113.4	8	521
515.329	819.146	2.3	2.5	0.6	16	17	44
304.452	767.322	-1.4	4.4	-0.1	38.1	14	410
349.651	778.655	0.4	1.5	-0.1	110	13	124
256.495	469.135	-11.3	2.5	1.2	82	5	87
385.015	7.629	0.1	3.9	-0.2	70.7	14	506
248.491	549.717	-5	4	-0.1	75.4	5	440
207.944	657.368	1.6	2	1.2	212.7	6	472
299.573	790.618	-2.8	2.3	-0.1	205	20	511
138.629	655.251	-3.5	3.9	-0.1	46.3	24	409
317.805	822.013	2	3.5	-0.2	82	8	64
219.722	542.935	2.4	3.6	0.1	125	5	128
355.535	789.096	7.1	3.4	-0.3	82.5	19	571
38.712	802.453	-2.7	1.4	1.6	66	9	73
34.012	714.283	-1.3	1.2	0.6	66	21	113
304.452	797.039	5.5	3.9	-0.5	231	14	131
434.381	665.801	5.5	1.1	0.9	138	24	199
23.979	710.003	-4	5.8	-0.4	78.4	11	399
263.906	765.681	-0.2	2.4	0	41	19	157
256.495	470.953	-2.8	1.8	1.4	198.9	3	537
33.322	560.212	3.8	3.9	-0.2	85	5	187
256.495	785.127	0.2	2.8	0.1	78	17	112
368.888	789.655	12.8	6.8	-0.6	227.7	15	583
23.979	720.638	-0.8	1.6	1.7	192.6	22	469
23.979	489.035	-10.8	1.5	0.2	57	3	460
468.213	756.735	-10.2	0.6	2.4	110.8	10	465
304.452	761.135	0.8	3.1	-0.1	65.6	19	429
304.452	666.823	4.1	1.4	0.2	139.8	24	572
219.722	50.689	4.3	4.9	0.1	82	2	212
317.805	746.107	-2.8	1.4	-0.1	243	20	102
448.864	768.018	-0.4	0.8	2.6	147	21	49
230.259	780.344	2.4	3.9	0.2	14.3	20	574
329.584	826.256	3.4	0.9	0.3	228	16	109
317.805	76.695	12.1	2.8	-3.2	256	13	203
406.044	533.272	-2.5	2	1.3	80.7	3	532
415.888	630.992	-4.5	2	0.3	90	24	100
309.104	667.456	2.2	7.1	0.1	37.9	6	557
441.884	809.316	-4.7	1.4	1.2	276.8	18	445
289.037	656.667	0.1	2.1	-0.2	247.4	6	543
109.861	583.481	-5.8	7.7	0.1	47	7	90
343.399	7.794	3.3	4.3	0.8	217	17	105
352.636	776.089	2	1.7	1.1	234	15	121
313.549	767.276	1.3	4.2	0.2	169	10	61
219.722	7.979	1.4	5	-0.1	40.7	9	480
313.549	778.406	6.1	1.9	0.4	171	21	210
207.944	595.842	-3.1	4.2	-0.1	52.5	2	426
363.759	454.329	-11.5	1.7	3.7	90.4	4	465
373.767	562.762	-6.6	1	-0.1	200	2	445
248.491	566.643	-3.8	2.1	0.6	73	3	77
194.591	754.539	6.5	9.4	-0.9	250	11	160
194.591	623.832	-0.4	3.3	0.3	215.1	24	470
277.259	456.435	-6.3	2	2.3	223	3	148
270.805	658.203	2.2	1.8	0.1	64.2	6	549
179.176	531.321	-4.9	4.2	0.3	353	2	117
230.259	561.677	-1.3	2.8	-0.1	65.2	1	486
411.087	77.111	-5.1	0.7	0.3	60	10	99
34.012	62.519	0.1	1	0.2	87	24	111
368.888	785.516	6.5	5.2	-0.2	69	19	196
417.439	824.512	8.6	1.6	-1	258.8	15	530

Tables (Output of Computation)





Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time26 seconds
R Server'Sir Ronald Aylmer Fisher' @ fisher.wessa.net

\begin{tabular}{lllllllll}
\hline
Summary of computational transaction \tabularnewline
Raw Input & view raw input (R code)  \tabularnewline
Raw Output & view raw output of R engine  \tabularnewline
Computing time & 26 seconds \tabularnewline
R Server & 'Sir Ronald Aylmer Fisher' @ fisher.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=195351&T=0

[TABLE]
[ROW][C]Summary of computational transaction[/C][/ROW]
[ROW][C]Raw Input[/C][C]view raw input (R code) [/C][/ROW]
[ROW][C]Raw Output[/C][C]view raw output of R engine [/C][/ROW]
[ROW][C]Computing time[/C][C]26 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'Sir Ronald Aylmer Fisher' @ fisher.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=195351&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=195351&T=0

As an alternative you can also use a QR Code:  
QR Code


The GUIDs for individual cells are displayed in the table below:

Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time26 seconds
R Server'Sir Ronald Aylmer Fisher' @ fisher.wessa.net






Multiple Linear Regression - Estimated Regression Equation
PartikelsFijnstof[t] = + 258.430549556301 + 0.0447783369483975AutosPerUur[t] -0.116722610525694TempOp2mHoogte[t] -5.92990558511599Windsnelheid[t] -18.1011265556512TempverschilTussen2mEn25m[t] -0.0495494050387029Windrichting[t] + 1.55862026416571Uur[t] + 0.0233295230351675Dag[t] + e[t]

\begin{tabular}{lllllllll}
\hline
Multiple Linear Regression - Estimated Regression Equation \tabularnewline
PartikelsFijnstof[t] =  +  258.430549556301 +  0.0447783369483975AutosPerUur[t] -0.116722610525694TempOp2mHoogte[t] -5.92990558511599Windsnelheid[t] -18.1011265556512TempverschilTussen2mEn25m[t] -0.0495494050387029Windrichting[t] +  1.55862026416571Uur[t] +  0.0233295230351675Dag[t]  + e[t] \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=195351&T=1

[TABLE]
[ROW][C]Multiple Linear Regression - Estimated Regression Equation[/C][/ROW]
[ROW][C]PartikelsFijnstof[t] =  +  258.430549556301 +  0.0447783369483975AutosPerUur[t] -0.116722610525694TempOp2mHoogte[t] -5.92990558511599Windsnelheid[t] -18.1011265556512TempverschilTussen2mEn25m[t] -0.0495494050387029Windrichting[t] +  1.55862026416571Uur[t] +  0.0233295230351675Dag[t]  + e[t][/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=195351&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=195351&T=1

As an alternative you can also use a QR Code:  
QR Code


The GUIDs for individual cells are displayed in the table below:

Multiple Linear Regression - Estimated Regression Equation
PartikelsFijnstof[t] = + 258.430549556301 + 0.0447783369483975AutosPerUur[t] -0.116722610525694TempOp2mHoogte[t] -5.92990558511599Windsnelheid[t] -18.1011265556512TempverschilTussen2mEn25m[t] -0.0495494050387029Windrichting[t] + 1.55862026416571Uur[t] + 0.0233295230351675Dag[t] + e[t]






Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STATH0: parameter = 02-tail p-value1-tail p-value
(Intercept)258.43054955630126.8282649.632800
AutosPerUur0.04477833694839750.0276841.61750.1064120.053206
TempOp2mHoogte-0.1167226105256941.076821-0.10840.9137260.456863
Windsnelheid-5.929905585115993.367896-1.76070.0789080.039454
TempverschilTussen2mEn25m-18.10112655565126.622184-2.73340.0064940.003247
Windrichting-0.04954940503870290.074162-0.66810.5043690.252184
Uur1.558620264165710.9049071.72240.0856240.042812
Dag0.02332952303516750.0300410.77660.4377710.218885

\begin{tabular}{lllllllll}
\hline
Multiple Linear Regression - Ordinary Least Squares \tabularnewline
Variable & Parameter & S.D. & T-STATH0: parameter = 0 & 2-tail p-value & 1-tail p-value \tabularnewline
(Intercept) & 258.430549556301 & 26.828264 & 9.6328 & 0 & 0 \tabularnewline
AutosPerUur & 0.0447783369483975 & 0.027684 & 1.6175 & 0.106412 & 0.053206 \tabularnewline
TempOp2mHoogte & -0.116722610525694 & 1.076821 & -0.1084 & 0.913726 & 0.456863 \tabularnewline
Windsnelheid & -5.92990558511599 & 3.367896 & -1.7607 & 0.078908 & 0.039454 \tabularnewline
TempverschilTussen2mEn25m & -18.1011265556512 & 6.622184 & -2.7334 & 0.006494 & 0.003247 \tabularnewline
Windrichting & -0.0495494050387029 & 0.074162 & -0.6681 & 0.504369 & 0.252184 \tabularnewline
Uur & 1.55862026416571 & 0.904907 & 1.7224 & 0.085624 & 0.042812 \tabularnewline
Dag & 0.0233295230351675 & 0.030041 & 0.7766 & 0.437771 & 0.218885 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=195351&T=2

[TABLE]
[ROW][C]Multiple Linear Regression - Ordinary Least Squares[/C][/ROW]
[ROW][C]Variable[/C][C]Parameter[/C][C]S.D.[/C][C]T-STATH0: parameter = 0[/C][C]2-tail p-value[/C][C]1-tail p-value[/C][/ROW]
[ROW][C](Intercept)[/C][C]258.430549556301[/C][C]26.828264[/C][C]9.6328[/C][C]0[/C][C]0[/C][/ROW]
[ROW][C]AutosPerUur[/C][C]0.0447783369483975[/C][C]0.027684[/C][C]1.6175[/C][C]0.106412[/C][C]0.053206[/C][/ROW]
[ROW][C]TempOp2mHoogte[/C][C]-0.116722610525694[/C][C]1.076821[/C][C]-0.1084[/C][C]0.913726[/C][C]0.456863[/C][/ROW]
[ROW][C]Windsnelheid[/C][C]-5.92990558511599[/C][C]3.367896[/C][C]-1.7607[/C][C]0.078908[/C][C]0.039454[/C][/ROW]
[ROW][C]TempverschilTussen2mEn25m[/C][C]-18.1011265556512[/C][C]6.622184[/C][C]-2.7334[/C][C]0.006494[/C][C]0.003247[/C][/ROW]
[ROW][C]Windrichting[/C][C]-0.0495494050387029[/C][C]0.074162[/C][C]-0.6681[/C][C]0.504369[/C][C]0.252184[/C][/ROW]
[ROW][C]Uur[/C][C]1.55862026416571[/C][C]0.904907[/C][C]1.7224[/C][C]0.085624[/C][C]0.042812[/C][/ROW]
[ROW][C]Dag[/C][C]0.0233295230351675[/C][C]0.030041[/C][C]0.7766[/C][C]0.437771[/C][C]0.218885[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=195351&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=195351&T=2

As an alternative you can also use a QR Code:  
QR Code


The GUIDs for individual cells are displayed in the table below:

Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STATH0: parameter = 02-tail p-value1-tail p-value
(Intercept)258.43054955630126.8282649.632800
AutosPerUur0.04477833694839750.0276841.61750.1064120.053206
TempOp2mHoogte-0.1167226105256941.076821-0.10840.9137260.456863
Windsnelheid-5.929905585115993.367896-1.76070.0789080.039454
TempverschilTussen2mEn25m-18.10112655565126.622184-2.73340.0064940.003247
Windrichting-0.04954940503870290.074162-0.66810.5043690.252184
Uur1.558620264165710.9049071.72240.0856240.042812
Dag0.02332952303516750.0300410.77660.4377710.218885






Multiple Linear Regression - Regression Statistics
Multiple R0.196175958535423
R-squared0.0384850067072919
Adjusted R-squared0.0248049153393063
F-TEST (value)2.81321269515458
F-TEST (DF numerator)7
F-TEST (DF denominator)492
p-value0.00700561471806804
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation131.837719567883
Sum Squared Residuals8551542.67602294

\begin{tabular}{lllllllll}
\hline
Multiple Linear Regression - Regression Statistics \tabularnewline
Multiple R & 0.196175958535423 \tabularnewline
R-squared & 0.0384850067072919 \tabularnewline
Adjusted R-squared & 0.0248049153393063 \tabularnewline
F-TEST (value) & 2.81321269515458 \tabularnewline
F-TEST (DF numerator) & 7 \tabularnewline
F-TEST (DF denominator) & 492 \tabularnewline
p-value & 0.00700561471806804 \tabularnewline
Multiple Linear Regression - Residual Statistics \tabularnewline
Residual Standard Deviation & 131.837719567883 \tabularnewline
Sum Squared Residuals & 8551542.67602294 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=195351&T=3

[TABLE]
[ROW][C]Multiple Linear Regression - Regression Statistics[/C][/ROW]
[ROW][C]Multiple R[/C][C]0.196175958535423[/C][/ROW]
[ROW][C]R-squared[/C][C]0.0384850067072919[/C][/ROW]
[ROW][C]Adjusted R-squared[/C][C]0.0248049153393063[/C][/ROW]
[ROW][C]F-TEST (value)[/C][C]2.81321269515458[/C][/ROW]
[ROW][C]F-TEST (DF numerator)[/C][C]7[/C][/ROW]
[ROW][C]F-TEST (DF denominator)[/C][C]492[/C][/ROW]
[ROW][C]p-value[/C][C]0.00700561471806804[/C][/ROW]
[ROW][C]Multiple Linear Regression - Residual Statistics[/C][/ROW]
[ROW][C]Residual Standard Deviation[/C][C]131.837719567883[/C][/ROW]
[ROW][C]Sum Squared Residuals[/C][C]8551542.67602294[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=195351&T=3

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=195351&T=3

As an alternative you can also use a QR Code:  
QR Code


The GUIDs for individual cells are displayed in the table below:

Multiple Linear Regression - Regression Statistics
Multiple R0.196175958535423
R-squared0.0384850067072919
Adjusted R-squared0.0248049153393063
F-TEST (value)2.81321269515458
F-TEST (DF numerator)7
F-TEST (DF denominator)492
p-value0.00700561471806804
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation131.837719567883
Sum Squared Residuals8551542.67602294






Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolationForecastResidualsPrediction Error
1366.356300.14361701521466.2123829847862
2304.452294.44594308721610.0060569127836
3371.357254.863666274931116.493333725069
4294.444271.31237745281323.131622547187
5406.044206.865263995102199.178736004898
6368.888286.12837697443582.7596230255654
733.322277.225923916022-243.903923916022
833.673252.127595060716-218.454595060716
9207.944283.181174349768-75.2371743497679
10194.591253.7431393688-59.1521393688001
1133.322272.578569218199-239.256569218199
12321.888308.98998159311512.8980184068852
13109.861225.304576357684-115.443576357684
1453.845286.502979141084-232.657979141084
15393.183303.54556712924289.6374328707576
1633.673248.624110754213-214.951110754213
17283.321296.434719638572-13.1137196385719
18304.452289.2154940447415.2365059552598
19299.573284.1523073859515.4206926140499
20421.951289.844133498663132.106866501337
21304.452322.317765062684-17.865765062684
2237.612349.622952133106-312.010952133106
23358.352328.1496647952130.20233520479
24248.491262.450219798406-13.9592197984058
25248.491324.09600750499-75.6050075049899
2633.322301.399996231254-268.077996231254
27313.549287.38852129247726.1604787075233
28207.944303.162075207472-95.2180752074723
29368.888229.107760409405139.780239590595
30299.573235.04248996790464.5305100320957
31398.898285.09246162258113.80553837742
32304.452292.80383493357211.6481650664279
33355.535291.52206856750464.012931432496
34179.176290.384413352021-111.208413352021
35304.452270.18678180701534.2652181929854
36256.495287.71905959109-31.2240595910904
37436.945255.822430560326181.122569439674
38346.574296.13232334868950.4416766513112
39460.517299.744844819232160.772155180768
40309.104281.540812569327.5631874306997
41415.888302.007797270475113.880202729525
42179.176288.610525432828-109.434525432828
43248.491266.784939592739-18.2939395927392
44321.888295.90586983062625.9821301693741
45373.767301.29978865612672.4672113438736
4642.485290.176399005774-247.691399005774
4738.712262.089743444293-223.377743444293
48400.733296.197837324012104.535162675988
49294.444272.07110753635222.3728924636476
50309.104255.75660431540253.3473956845982
51194.591251.728446024529-57.1374460245292
52352.636317.41368491715135.2223150828492
5338.712307.473790561631-268.761790561631
54299.573287.89508148666211.6779185133383
55407.754305.012147686458102.741852313542
56321.888296.50988729096525.3781127090348
57349.651337.38665997670612.2643400232938
5832.581223.461816778574-190.880816778574
59299.573309.767486027796-10.1944860277957
60270.805301.290949608303-30.4859496083026
61309.104266.96226545039842.1417345496015
62406.044303.929648414067102.114351585933
63361.092315.33541734137845.7565826586222
64256.495286.169091977899-29.6740919778995
65160.944296.682417709872-135.738417709872
6650.876278.49123313084-227.61523313084
67230.259268.823452398494-38.5644523984938
6832.581295.138665009716-262.557665009716
69366.356310.35738441874155.9986155812592
70304.452315.305800136095-10.8538001360949
7134.012293.867025273457-259.855025273457
72304.452251.83759553646252.6144044635381
7334.012287.830168195569-253.818168195569
74355.535269.09687968512986.4381203148715
75397.029317.74548987287779.2835101271234
76472.739279.645219483044193.093780516956
77430.407288.861652949329141.54534705067
78256.495307.400742921651-50.9057429216506
79378.419278.46952752355599.9494724764448
80495.583290.403493077705205.179506922295
81366.356301.04216076805265.3138392319476
82526.786283.618177873962243.167822126038
83346.574256.65275700957189.9212429904286
84207.944230.750990641795-22.8069906417949
8533.673311.084271751746-277.411271751746
86329.584299.53038181604930.0536181839505
87219.722366.560150281218-146.838150281218
88343.399305.6346364779137.76436352209
8932.581322.875507304533-290.294507304533
90283.321290.811185631283-7.49018563128281
91363.759292.62446707187471.134532928126
92270.805271.857747941453-1.05274794145321
93299.573320.774159100926-21.2011591009264
94400.733335.21036401083465.522635989166
95343.399280.99778579841362.4012142015868
960.69315267.063415313193-266.370265313193
97352.636311.90164478207540.7343552179245
98263.906268.728112106852-4.82211210685185
99194.591299.067788605525-104.476788605525
100371.357311.24288464389260.1141153561082
101283.321304.963644162347-21.6426441623468
102343.399304.27629456220539.1227054377949
103329.584275.60525126476253.9787487352385
104317.805291.59184823257226.2131517674284
105481.218298.628023342939182.589976657061
106463.473256.769371517913206.703628482087
107304.452275.6998533572628.7521466427402
10838.712286.997437436946-248.285437436946
109368.888282.01803356274886.8699664372524
110433.073263.971227269541169.101772730459
111461.512317.033111296644144.478888703356
112443.082297.874601602946145.207398397054
11334.012278.53084889748-244.51884889748
114248.491310.260044243632-61.769044243632
115329.584290.94936409194438.6346359080561
116294.444310.168637967568-15.7246379675677
11733.673284.12485593595-250.45185593595
118289.037278.44004205658510.5969579434146
119490.527300.81535742243189.71164257757
120263.906271.528413251499-7.62241325149944
121329.584251.52420950565478.0597904943458
122371.357279.48809981765191.8689001823488
123439.445313.04345559264126.40154440736
124382.864297.63257410965385.2314258903468
125256.495264.7136473865-8.21864738649953
12633.322310.92576204804-277.60376204804
127313.549266.68813862479146.8608613752087
1280.69315298.354483447233-297.661333447233
129400.733269.772599377217130.960400622783
13032.581249.534900167037-216.953900167037
13132.581297.659169170248-265.078169170248
132484.419283.759814753766200.659185246234
133263.906253.87604470159310.0299552984073
134138.629236.97356001192-98.3445600119205
13532.581256.329287870638-223.748287870638
136230.259262.829316875464-32.5703168754638
137309.104244.27454404667364.8294559533265
138294.444266.24820698052128.1957930194793
13934.012305.322629531692-271.310629531692
140299.573272.11115433123727.4618456687626
141382.864254.53809724742128.32590275258
142230.259267.399838883936-37.1408388839356
143429.046299.982961735742129.063038264258
144441.884310.789914942697131.094085057303
14533.673287.484591909827-253.811591909827
146230.259254.199222588291-23.9402225882914
147398.898295.914051159004102.983948840996
148412.713268.135652366665144.577347633335
149368.888246.792721683461122.095278316539
150230.259248.387574343685-18.1285743436847
151329.584278.03316416123651.5508358387639
152313.549307.0009004162676.54809958373347
153207.944302.368413018767-94.4244130187666
154525.227298.778806149728226.448193850272
155378.419294.3931789974184.0258210025895
156397.029252.47811901743144.55088098257
157299.573271.22829072475328.3447092752474
158256.495272.593146799297-16.0981467992966
159321.888282.4279819350739.4600180649301
160138.629306.765557044895-168.136557044895
161313.549268.16802693875545.3809730612449
162406.044289.032543277826117.011456722174
163427.667301.425463481136126.241536518864
164349.651309.07282015237140.5781798476289
165321.888299.96029430809321.9277056919071
166407.754286.814611367283120.939388632717
167420.469266.066840503429154.402159496571
168418.965242.921990311566176.043009688434
169248.491302.987457719113-54.4964577191127
170109.861264.127547111611-154.266547111611
171248.491309.417321249134-60.9263212491336
172248.491272.328499623669-23.8374996236688
1730.69315295.677713185536-294.984563185536
174434.381295.561035182308138.819964817692
175263.906315.380401096188-51.4744010961884
176329.584285.18045975260344.4035402473973
177417.439301.067735059106116.371264940894
178371.357319.81784302900251.5391569709984
179402.535330.42936222450172.1056377754987
180485.203349.891337208067135.311662791933
181464.439293.448556661608170.990443338392
182363.759311.96776119005751.7912388099431
18334.012263.106186458852-229.094186458852
184179.176277.851278720951-98.6752787209506
185411.087273.153927957039137.933072042961
18633.673313.062747969071-279.389747969071
187444.265298.362300508893145.902699491106
188277.259277.425253583609-0.166253583609167
189371.357276.23921543318695.1177845668139
190517.048299.154964384666217.893035615334
191309.104282.11795467842826.9860453215715
192270.805249.10888335138221.6961166486177
193411.087282.449211335127128.637788664873
194479.579305.322908188032174.256091811968
19523.979252.805405398883-228.826405398883
196299.573272.35712845732527.2158715426749
197313.549296.07794020272817.4710597972722
198343.399309.28083595749234.1181640425076
19934.012248.898991898155-214.886991898155
200309.104309.355344050309-0.251344050308833
201445.435283.713117338945161.721882661055
202418.965319.63381569038899.3311843096115
203373.767294.12981454118679.6371854588142
204420.469268.091012257405152.377987742595
205256.495202.95807898988453.5369210101159
206256.495264.693461582281-8.19846158228125
207485.981342.989828895718142.991171104282
208525.227282.603494761135242.623505238865
209263.906263.7193575601610.186642439839472
210313.549264.28427710171449.2647228982862
211194.591289.836297002012-95.2452970020121
21234.012223.389549626958-189.377549626958
213472.739252.799439451627219.939560548373
21433.673263.91847066387-230.24547066387
21532.581315.466456275326-282.885456275326
216373.767300.75069111978573.0163088802154
217179.176271.396182489556-92.2201824895558
218406.044262.472549798447143.571450201553
219391.202295.66437724131395.5376227586873
2200.69315303.235771923351-302.542621923351
221160.944215.445052873079-54.501052873079
222446.591283.457555546729163.133444453271
223317.805325.012899707666-7.20789970766552
224289.037281.0055468487048.03145315129616
225417.439330.80364755232986.6353524476713
226373.767313.57976858845860.1872314115416
227400.733295.2826965904105.4503034096
228304.452298.7517145334895.70028546651057
229263.906274.71397058699-10.8079705869896
230411.087295.801281381272115.285718618728
231447.734295.030224035362152.703775964638
232317.805295.49569871737422.309301282626
23333.322254.433264157586-221.111264157586
2340.69315259.391097445834-258.697947445834
235458.497312.003439982814146.493560017186
2360.69315240.161425548769-239.468275548769
23734.012286.147758957113-252.135758957113
238207.944312.486513602024-104.542513602024
239455.388289.890579663502165.497420336498
240321.888275.60772222146246.2802777785381
241277.259268.5861938447328.67280615526829
242329.584245.19525183733884.3887481626623
24333.322282.287974822076-248.965974822076
244402.535312.92165002408589.6133499759154
245438.203304.310163520358133.892836479642
246299.573273.02786547405226.5451345259475
247355.535262.15858243508793.3764175649133
24832.581295.55006668088-262.96906668088
249447.734314.219584405418133.514415594582
250406.044264.19528376854141.84871623146
251321.888303.2135340071418.6744659928605
252446.591297.911901856148148.679098143852
253313.549254.3430532206259.2059467793804
254230.259232.799828867583-2.54082886758338
255361.092314.25460844069546.837391559305
256313.549211.120439222443102.428560777557
257389.182319.13205398566170.0499460143388
258321.888275.48783670165846.4001632983416
259317.805265.17978749400352.6252125059966
260373.767294.27281259908979.4941874009111
26123.979285.132617574859-261.153617574859
262368.888328.74877366489240.1392263351081
263426.268304.566029288509121.701970711491
264494.164315.75498060317178.40901939683
265329.584290.61723114464538.9667688553549
266207.944267.392875354-59.4488753540002
267219.722306.193298551651-86.4712985516505
268207.944283.473395821605-75.5293958216046
269454.329274.581043896204179.747956103796
270207.944309.811482134082-101.867482134082
271436.945296.992799295828139.952200704172
272397.029301.53098935490695.4980106450939
273398.898240.064559380793158.833440619207
274299.573290.3757548597219.19724514027912
275352.636313.23679788185839.3992021181423
276299.573283.13548147337316.4375185266274
277539.363280.582987256308258.780012743692
278363.759292.30823825552471.4507617444758
279230.259263.25284395276-32.9938439527601
280492.725298.396514253353194.328485746647
281294.444293.3084959588371.13550404116325
282270.805308.119899830036-37.3148998300362
283207.944323.848869923481-115.904869923481
28434.012296.077700363814-262.065700363814
285505.625326.927155425743178.697844574257
286493.447355.176928956292138.270071043708
287256.495265.188804654828-8.69380465482802
288304.452277.15705539003527.2949446099653
289138.629232.292604092203-93.6636040922033
290277.259251.69505803311125.5639419668892
291391.202259.810513919465131.391486080535
292435.671313.590391503064122.080608496936
29334.012303.63839088729-269.62639088729
294402.535307.14245975556195.3925402444394
295373.767269.412301501053104.354698498947
296294.444269.39624704040925.0477529595907
297409.434274.464130242136134.969869757864
298304.452204.263499310809100.188500689191
299317.805298.43904167206319.3659583279369
300256.495285.351342091931-28.8563420919315
301263.906261.2468195948042.65918040519609
302309.104270.14127521835938.962724781641
30334.012294.181543190573-260.169543190573
304219.722281.889796438695-62.1677964386949
30537.612281.148041330157-243.536041330157
306277.259281.659755245046-4.40075524504636
30734.012259.762708734569-225.750708734569
308361.092299.37548657322661.7165134267739
30933.673292.530403891495-258.857403891495
3100.69315230.232462232213-229.539312232213
311294.444265.41055553622429.0334444637755
312417.439270.593719405975146.845280594025
313283.321311.728041565483-28.4070415654834
314304.452265.16425523873839.2877447612623
31532.581281.244699837053-248.663699837053
316321.888283.03917547031438.8488245296859
317423.411337.97498098072785.4360190192734
318481.218309.380098702511171.837901297489
319439.445288.718878608696150.726121391304
320263.906275.484187518149-11.5781875181489
32132.581313.783128015999-281.202128015999
322194.591266.500837443042-71.9098374430424
323294.444282.41642322184312.0275767781572
324256.495276.124503544019-19.6295035440188
325321.888251.98304834209669.904951657904
326277.259275.1089478520512.15005214794853
327461.512308.652230347531152.859769652469
328160.944210.906397042434-49.9623970424342
329207.944237.079306122858-29.1353061228576
33038.712247.228249673731-208.516249673731
331317.805302.41557308843215.3894269115684
332358.352298.26279026155360.0892097384469
333468.213312.872615209873155.340384790127
334256.495305.314565008144-48.819565008144
335230.259266.393742326644-36.1347423266438
336355.535302.06614062174253.468859378258
337346.574285.39375165157761.1802483484233
338248.491266.564367921992-18.0733679219915
339421.951227.127877338969194.823122661031
340230.259266.019123542518-35.760123542518
341270.805287.693528618883-16.8885286188833
342299.573301.158974855831-1.58597485583148
343248.491268.652495907682-20.1614959076823
344313.549312.2809250892961.26807491070373
345415.888297.599732413048118.288267586952
346179.176289.417987659214-110.241987659214
347329.584307.37411508720822.2098849127917
348283.321267.66812831758715.6528716824127
349352.636257.39574774410795.2402522558933
35032.581259.844380012826-227.263380012826
351398.898291.209367834103107.688632165897
352160.944298.155478277848-137.211478277848
353349.651273.34296830254476.3080316974558
354317.805261.30581322014656.4991867798539
355467.283295.743738861753171.539261138247
356343.399280.16082784466363.2381721553374
357207.944273.66502804863-65.7210280486297
358329.584286.58227443701343.0017255629871
359230.259267.847384461433-37.5883844614326
360207.944259.322937876793-51.3789378767928
3610.69315240.017524957902-239.324374957902
362313.549298.80904779943514.7399522005652
363382.864349.45336812071133.4106318792891
36438.712308.216755843623-269.504755843623
365299.573252.00356069575547.5694393042452
36632.581280.257565623663-247.676565623663
36733.322309.905816363222-276.583816363222
368349.651299.93606502791849.7149349720821
369194.591265.107799734654-70.5167997346535
370457.471272.354296013783185.116703986217
371391.202296.54924862208394.6527513779172
372380.666297.70217226638282.9638277336185
373393.183266.68022075705126.50277924295
374248.491264.938574969234-16.4475749692343
375313.549294.42855400899219.120445991008
376294.444316.169126261603-21.7251262616029
37734.012308.431756373777-274.419756373777
378194.591267.790205989399-73.1992059893991
379317.805283.03556499348234.7694350065176
380321.888263.70339566488758.1846043351135
381263.906291.053993500024-27.1479935000237
38233.322297.563197984031-264.241197984031
383270.805258.98376213917111.821237860829
384378.419318.96760363413459.4513963658658
385378.419267.050109886329111.368890113671
386160.944304.470399641269-143.526399641269
38733.673296.806361061865-263.133361061865
388304.452264.13768709760940.3143129023906
389445.435342.416847636519103.018152363481
390194.591220.630137129761-26.039137129761
391263.906294.07731961021-30.1713196102102
39233.322299.65836703168-266.33636703168
393343.399242.156502665206101.242497334794
394389.182279.536805364368109.645194635632
395219.722277.23160094449-57.5096009444903
396459.512294.509638718576165.002361281424
397349.651275.19336293665174.457637063349
398283.321292.371890505854-9.05089050585355
399219.722262.52212607313-42.8001260731303
400289.037280.8535699345738.183430065427
40134.012304.3062098761-270.2942098761
402299.573289.7624130960889.81058690391201
403373.767272.28910753971101.47789246029
404294.444258.71975650672235.724243493278
405358.352284.88540963063373.4665903693666
406329.584314.97524230774314.6087576922566
40748.752296.364192766815-247.612192766815
408433.073292.758585321517140.314414678483
409329.584306.13590404833523.448095951665
410378.419307.80907910237370.6099208976267
411361.092239.446199413932121.645800586068
412283.321257.62185504940425.6991449505962
41337.612269.947991981712-232.335991981712
414358.352250.727434431787107.624565568213
415317.805251.43603785610566.3689621438954
416352.636284.24884441263168.3871555873695
417421.951276.508644733284145.442355266716
418393.183293.90817567406699.2748243259341
419230.259279.879398335023-49.6203983350226
42032.581232.85704086372-200.27604086372
421270.805378.85638267627-108.05138267627
422355.535266.56049238986988.9745076101314
423194.591277.443975173904-82.852975173904
424436.945268.936263701418168.008736298582
425470.048288.2447932472181.8032067528
426248.491246.1107103078332.38028969216662
427160.944281.876586047229-120.932586047229
428378.419324.9924747737553.4265252262505
429194.591270.046503482755-75.4555034827545
430309.104316.495748449405-7.39174844940541
431321.888282.71473478708539.1732652129151
432248.491344.104879457655-95.6138794576545
433219.722270.238214707862-50.5162147078619
434493.447326.213559574651167.233440425349
435404.305328.64901341874975.6559865812511
436451.086286.959682467941164.126317532059
437194.591237.207118157143-42.6161181571427
438309.104317.632105025149-8.52810502514894
439460.517300.824678498432159.692321501568
440363.759300.96779500998162.7912049900188
441346.574292.4539352061254.1200647938804
44238.712309.878801298595-271.166801298595
443515.329295.886896277588219.442103722412
444304.452298.1698481667746.28215183322603
445349.651303.87048048279445.7805195172061
446256.495249.9702029416716.52479705832913
447385.015269.376364174884115.638635825116
448248.491276.042132292677-27.5511322926769
449207.944263.922574151402-55.9785741514019
450299.573315.26742539839-15.6944253983901
451138.629311.518133438597-172.889133438597
452317.805287.7700355628430.0349644371604
453219.722263.889973539627-44.1679735396269
454355.535317.05200132803838.4829986719617
45538.712269.874917942273-231.162917942273
45634.012304.687132082866-270.675132082866
457304.452292.83352624928311.6184737507169
458434.381299.99977020191134.38122979809
45923.979286.105821037185-262.126821037185
460263.906309.753037016197-45.8470370161966
461256.495251.1788957556955.31610424430478
46233.322271.509981564132-238.187981564132
463256.495300.394635571327-43.8996355713274
464368.888288.53127212383780.3567278761635
46523.979286.221111450433-262.242111450433
46623.979281.657369372202-257.678369372202
467468.213267.450164684398200.762835315602
468304.452312.218645733501-7.76664573350089
469304.452319.713485393476-15.2614853934764
470219.722233.331809628598-13.6098096285976
471317.805307.1865595562310.6184404437699
472448.864267.651363509674181.212636490326
473230.259310.201059779064-79.9420597790639
474329.584300.44838714950929.1356128504907
475317.805314.0856587813423.71934121865837
476406.044260.298643751765145.745356248235
477415.888305.200816744493110.687183255507
478309.104264.61723063410144.4867693658989
479441.884289.917277876477151.966722123523
480289.037288.7518868530440.285113146956481
481109.861248.445640742886-138.584640742886
482343.399236.608795555333106.790204444667
483352.636277.56461584396575.0713841560346
484313.549272.7457787496840.8032212503197
485219.722253.994101631358-34.272101631358
486313.549303.22427367201510.3247263279854
487207.944272.831986267797-64.8879862677965
488363.759215.665391926685148.093608073315
489373.767283.86966958521489.8973304147859
490248.491263.789076495995-15.2980764959948
491194.591260.49895090236-65.9079509023604
492194.591299.126056840807-104.535056840807
493277.259223.19101285749654.0679871425038
494270.805294.141610746633-23.3366107466331
495179.176240.814074434238-61.6380744342378
496230.259278.605775180123-48.3467751801235
497411.087267.82032645395143.26667354605
49834.012287.353908405192-253.341908405192
499368.888296.39813156913972.4898684308608
500417.439325.88085402635191.5581459736492

\begin{tabular}{lllllllll}
\hline
Multiple Linear Regression - Actuals, Interpolation, and Residuals \tabularnewline
Time or Index & Actuals & InterpolationForecast & ResidualsPrediction Error \tabularnewline
1 & 366.356 & 300.143617015214 & 66.2123829847862 \tabularnewline
2 & 304.452 & 294.445943087216 & 10.0060569127836 \tabularnewline
3 & 371.357 & 254.863666274931 & 116.493333725069 \tabularnewline
4 & 294.444 & 271.312377452813 & 23.131622547187 \tabularnewline
5 & 406.044 & 206.865263995102 & 199.178736004898 \tabularnewline
6 & 368.888 & 286.128376974435 & 82.7596230255654 \tabularnewline
7 & 33.322 & 277.225923916022 & -243.903923916022 \tabularnewline
8 & 33.673 & 252.127595060716 & -218.454595060716 \tabularnewline
9 & 207.944 & 283.181174349768 & -75.2371743497679 \tabularnewline
10 & 194.591 & 253.7431393688 & -59.1521393688001 \tabularnewline
11 & 33.322 & 272.578569218199 & -239.256569218199 \tabularnewline
12 & 321.888 & 308.989981593115 & 12.8980184068852 \tabularnewline
13 & 109.861 & 225.304576357684 & -115.443576357684 \tabularnewline
14 & 53.845 & 286.502979141084 & -232.657979141084 \tabularnewline
15 & 393.183 & 303.545567129242 & 89.6374328707576 \tabularnewline
16 & 33.673 & 248.624110754213 & -214.951110754213 \tabularnewline
17 & 283.321 & 296.434719638572 & -13.1137196385719 \tabularnewline
18 & 304.452 & 289.21549404474 & 15.2365059552598 \tabularnewline
19 & 299.573 & 284.15230738595 & 15.4206926140499 \tabularnewline
20 & 421.951 & 289.844133498663 & 132.106866501337 \tabularnewline
21 & 304.452 & 322.317765062684 & -17.865765062684 \tabularnewline
22 & 37.612 & 349.622952133106 & -312.010952133106 \tabularnewline
23 & 358.352 & 328.14966479521 & 30.20233520479 \tabularnewline
24 & 248.491 & 262.450219798406 & -13.9592197984058 \tabularnewline
25 & 248.491 & 324.09600750499 & -75.6050075049899 \tabularnewline
26 & 33.322 & 301.399996231254 & -268.077996231254 \tabularnewline
27 & 313.549 & 287.388521292477 & 26.1604787075233 \tabularnewline
28 & 207.944 & 303.162075207472 & -95.2180752074723 \tabularnewline
29 & 368.888 & 229.107760409405 & 139.780239590595 \tabularnewline
30 & 299.573 & 235.042489967904 & 64.5305100320957 \tabularnewline
31 & 398.898 & 285.09246162258 & 113.80553837742 \tabularnewline
32 & 304.452 & 292.803834933572 & 11.6481650664279 \tabularnewline
33 & 355.535 & 291.522068567504 & 64.012931432496 \tabularnewline
34 & 179.176 & 290.384413352021 & -111.208413352021 \tabularnewline
35 & 304.452 & 270.186781807015 & 34.2652181929854 \tabularnewline
36 & 256.495 & 287.71905959109 & -31.2240595910904 \tabularnewline
37 & 436.945 & 255.822430560326 & 181.122569439674 \tabularnewline
38 & 346.574 & 296.132323348689 & 50.4416766513112 \tabularnewline
39 & 460.517 & 299.744844819232 & 160.772155180768 \tabularnewline
40 & 309.104 & 281.5408125693 & 27.5631874306997 \tabularnewline
41 & 415.888 & 302.007797270475 & 113.880202729525 \tabularnewline
42 & 179.176 & 288.610525432828 & -109.434525432828 \tabularnewline
43 & 248.491 & 266.784939592739 & -18.2939395927392 \tabularnewline
44 & 321.888 & 295.905869830626 & 25.9821301693741 \tabularnewline
45 & 373.767 & 301.299788656126 & 72.4672113438736 \tabularnewline
46 & 42.485 & 290.176399005774 & -247.691399005774 \tabularnewline
47 & 38.712 & 262.089743444293 & -223.377743444293 \tabularnewline
48 & 400.733 & 296.197837324012 & 104.535162675988 \tabularnewline
49 & 294.444 & 272.071107536352 & 22.3728924636476 \tabularnewline
50 & 309.104 & 255.756604315402 & 53.3473956845982 \tabularnewline
51 & 194.591 & 251.728446024529 & -57.1374460245292 \tabularnewline
52 & 352.636 & 317.413684917151 & 35.2223150828492 \tabularnewline
53 & 38.712 & 307.473790561631 & -268.761790561631 \tabularnewline
54 & 299.573 & 287.895081486662 & 11.6779185133383 \tabularnewline
55 & 407.754 & 305.012147686458 & 102.741852313542 \tabularnewline
56 & 321.888 & 296.509887290965 & 25.3781127090348 \tabularnewline
57 & 349.651 & 337.386659976706 & 12.2643400232938 \tabularnewline
58 & 32.581 & 223.461816778574 & -190.880816778574 \tabularnewline
59 & 299.573 & 309.767486027796 & -10.1944860277957 \tabularnewline
60 & 270.805 & 301.290949608303 & -30.4859496083026 \tabularnewline
61 & 309.104 & 266.962265450398 & 42.1417345496015 \tabularnewline
62 & 406.044 & 303.929648414067 & 102.114351585933 \tabularnewline
63 & 361.092 & 315.335417341378 & 45.7565826586222 \tabularnewline
64 & 256.495 & 286.169091977899 & -29.6740919778995 \tabularnewline
65 & 160.944 & 296.682417709872 & -135.738417709872 \tabularnewline
66 & 50.876 & 278.49123313084 & -227.61523313084 \tabularnewline
67 & 230.259 & 268.823452398494 & -38.5644523984938 \tabularnewline
68 & 32.581 & 295.138665009716 & -262.557665009716 \tabularnewline
69 & 366.356 & 310.357384418741 & 55.9986155812592 \tabularnewline
70 & 304.452 & 315.305800136095 & -10.8538001360949 \tabularnewline
71 & 34.012 & 293.867025273457 & -259.855025273457 \tabularnewline
72 & 304.452 & 251.837595536462 & 52.6144044635381 \tabularnewline
73 & 34.012 & 287.830168195569 & -253.818168195569 \tabularnewline
74 & 355.535 & 269.096879685129 & 86.4381203148715 \tabularnewline
75 & 397.029 & 317.745489872877 & 79.2835101271234 \tabularnewline
76 & 472.739 & 279.645219483044 & 193.093780516956 \tabularnewline
77 & 430.407 & 288.861652949329 & 141.54534705067 \tabularnewline
78 & 256.495 & 307.400742921651 & -50.9057429216506 \tabularnewline
79 & 378.419 & 278.469527523555 & 99.9494724764448 \tabularnewline
80 & 495.583 & 290.403493077705 & 205.179506922295 \tabularnewline
81 & 366.356 & 301.042160768052 & 65.3138392319476 \tabularnewline
82 & 526.786 & 283.618177873962 & 243.167822126038 \tabularnewline
83 & 346.574 & 256.652757009571 & 89.9212429904286 \tabularnewline
84 & 207.944 & 230.750990641795 & -22.8069906417949 \tabularnewline
85 & 33.673 & 311.084271751746 & -277.411271751746 \tabularnewline
86 & 329.584 & 299.530381816049 & 30.0536181839505 \tabularnewline
87 & 219.722 & 366.560150281218 & -146.838150281218 \tabularnewline
88 & 343.399 & 305.63463647791 & 37.76436352209 \tabularnewline
89 & 32.581 & 322.875507304533 & -290.294507304533 \tabularnewline
90 & 283.321 & 290.811185631283 & -7.49018563128281 \tabularnewline
91 & 363.759 & 292.624467071874 & 71.134532928126 \tabularnewline
92 & 270.805 & 271.857747941453 & -1.05274794145321 \tabularnewline
93 & 299.573 & 320.774159100926 & -21.2011591009264 \tabularnewline
94 & 400.733 & 335.210364010834 & 65.522635989166 \tabularnewline
95 & 343.399 & 280.997785798413 & 62.4012142015868 \tabularnewline
96 & 0.69315 & 267.063415313193 & -266.370265313193 \tabularnewline
97 & 352.636 & 311.901644782075 & 40.7343552179245 \tabularnewline
98 & 263.906 & 268.728112106852 & -4.82211210685185 \tabularnewline
99 & 194.591 & 299.067788605525 & -104.476788605525 \tabularnewline
100 & 371.357 & 311.242884643892 & 60.1141153561082 \tabularnewline
101 & 283.321 & 304.963644162347 & -21.6426441623468 \tabularnewline
102 & 343.399 & 304.276294562205 & 39.1227054377949 \tabularnewline
103 & 329.584 & 275.605251264762 & 53.9787487352385 \tabularnewline
104 & 317.805 & 291.591848232572 & 26.2131517674284 \tabularnewline
105 & 481.218 & 298.628023342939 & 182.589976657061 \tabularnewline
106 & 463.473 & 256.769371517913 & 206.703628482087 \tabularnewline
107 & 304.452 & 275.69985335726 & 28.7521466427402 \tabularnewline
108 & 38.712 & 286.997437436946 & -248.285437436946 \tabularnewline
109 & 368.888 & 282.018033562748 & 86.8699664372524 \tabularnewline
110 & 433.073 & 263.971227269541 & 169.101772730459 \tabularnewline
111 & 461.512 & 317.033111296644 & 144.478888703356 \tabularnewline
112 & 443.082 & 297.874601602946 & 145.207398397054 \tabularnewline
113 & 34.012 & 278.53084889748 & -244.51884889748 \tabularnewline
114 & 248.491 & 310.260044243632 & -61.769044243632 \tabularnewline
115 & 329.584 & 290.949364091944 & 38.6346359080561 \tabularnewline
116 & 294.444 & 310.168637967568 & -15.7246379675677 \tabularnewline
117 & 33.673 & 284.12485593595 & -250.45185593595 \tabularnewline
118 & 289.037 & 278.440042056585 & 10.5969579434146 \tabularnewline
119 & 490.527 & 300.81535742243 & 189.71164257757 \tabularnewline
120 & 263.906 & 271.528413251499 & -7.62241325149944 \tabularnewline
121 & 329.584 & 251.524209505654 & 78.0597904943458 \tabularnewline
122 & 371.357 & 279.488099817651 & 91.8689001823488 \tabularnewline
123 & 439.445 & 313.04345559264 & 126.40154440736 \tabularnewline
124 & 382.864 & 297.632574109653 & 85.2314258903468 \tabularnewline
125 & 256.495 & 264.7136473865 & -8.21864738649953 \tabularnewline
126 & 33.322 & 310.92576204804 & -277.60376204804 \tabularnewline
127 & 313.549 & 266.688138624791 & 46.8608613752087 \tabularnewline
128 & 0.69315 & 298.354483447233 & -297.661333447233 \tabularnewline
129 & 400.733 & 269.772599377217 & 130.960400622783 \tabularnewline
130 & 32.581 & 249.534900167037 & -216.953900167037 \tabularnewline
131 & 32.581 & 297.659169170248 & -265.078169170248 \tabularnewline
132 & 484.419 & 283.759814753766 & 200.659185246234 \tabularnewline
133 & 263.906 & 253.876044701593 & 10.0299552984073 \tabularnewline
134 & 138.629 & 236.97356001192 & -98.3445600119205 \tabularnewline
135 & 32.581 & 256.329287870638 & -223.748287870638 \tabularnewline
136 & 230.259 & 262.829316875464 & -32.5703168754638 \tabularnewline
137 & 309.104 & 244.274544046673 & 64.8294559533265 \tabularnewline
138 & 294.444 & 266.248206980521 & 28.1957930194793 \tabularnewline
139 & 34.012 & 305.322629531692 & -271.310629531692 \tabularnewline
140 & 299.573 & 272.111154331237 & 27.4618456687626 \tabularnewline
141 & 382.864 & 254.53809724742 & 128.32590275258 \tabularnewline
142 & 230.259 & 267.399838883936 & -37.1408388839356 \tabularnewline
143 & 429.046 & 299.982961735742 & 129.063038264258 \tabularnewline
144 & 441.884 & 310.789914942697 & 131.094085057303 \tabularnewline
145 & 33.673 & 287.484591909827 & -253.811591909827 \tabularnewline
146 & 230.259 & 254.199222588291 & -23.9402225882914 \tabularnewline
147 & 398.898 & 295.914051159004 & 102.983948840996 \tabularnewline
148 & 412.713 & 268.135652366665 & 144.577347633335 \tabularnewline
149 & 368.888 & 246.792721683461 & 122.095278316539 \tabularnewline
150 & 230.259 & 248.387574343685 & -18.1285743436847 \tabularnewline
151 & 329.584 & 278.033164161236 & 51.5508358387639 \tabularnewline
152 & 313.549 & 307.000900416267 & 6.54809958373347 \tabularnewline
153 & 207.944 & 302.368413018767 & -94.4244130187666 \tabularnewline
154 & 525.227 & 298.778806149728 & 226.448193850272 \tabularnewline
155 & 378.419 & 294.39317899741 & 84.0258210025895 \tabularnewline
156 & 397.029 & 252.47811901743 & 144.55088098257 \tabularnewline
157 & 299.573 & 271.228290724753 & 28.3447092752474 \tabularnewline
158 & 256.495 & 272.593146799297 & -16.0981467992966 \tabularnewline
159 & 321.888 & 282.42798193507 & 39.4600180649301 \tabularnewline
160 & 138.629 & 306.765557044895 & -168.136557044895 \tabularnewline
161 & 313.549 & 268.168026938755 & 45.3809730612449 \tabularnewline
162 & 406.044 & 289.032543277826 & 117.011456722174 \tabularnewline
163 & 427.667 & 301.425463481136 & 126.241536518864 \tabularnewline
164 & 349.651 & 309.072820152371 & 40.5781798476289 \tabularnewline
165 & 321.888 & 299.960294308093 & 21.9277056919071 \tabularnewline
166 & 407.754 & 286.814611367283 & 120.939388632717 \tabularnewline
167 & 420.469 & 266.066840503429 & 154.402159496571 \tabularnewline
168 & 418.965 & 242.921990311566 & 176.043009688434 \tabularnewline
169 & 248.491 & 302.987457719113 & -54.4964577191127 \tabularnewline
170 & 109.861 & 264.127547111611 & -154.266547111611 \tabularnewline
171 & 248.491 & 309.417321249134 & -60.9263212491336 \tabularnewline
172 & 248.491 & 272.328499623669 & -23.8374996236688 \tabularnewline
173 & 0.69315 & 295.677713185536 & -294.984563185536 \tabularnewline
174 & 434.381 & 295.561035182308 & 138.819964817692 \tabularnewline
175 & 263.906 & 315.380401096188 & -51.4744010961884 \tabularnewline
176 & 329.584 & 285.180459752603 & 44.4035402473973 \tabularnewline
177 & 417.439 & 301.067735059106 & 116.371264940894 \tabularnewline
178 & 371.357 & 319.817843029002 & 51.5391569709984 \tabularnewline
179 & 402.535 & 330.429362224501 & 72.1056377754987 \tabularnewline
180 & 485.203 & 349.891337208067 & 135.311662791933 \tabularnewline
181 & 464.439 & 293.448556661608 & 170.990443338392 \tabularnewline
182 & 363.759 & 311.967761190057 & 51.7912388099431 \tabularnewline
183 & 34.012 & 263.106186458852 & -229.094186458852 \tabularnewline
184 & 179.176 & 277.851278720951 & -98.6752787209506 \tabularnewline
185 & 411.087 & 273.153927957039 & 137.933072042961 \tabularnewline
186 & 33.673 & 313.062747969071 & -279.389747969071 \tabularnewline
187 & 444.265 & 298.362300508893 & 145.902699491106 \tabularnewline
188 & 277.259 & 277.425253583609 & -0.166253583609167 \tabularnewline
189 & 371.357 & 276.239215433186 & 95.1177845668139 \tabularnewline
190 & 517.048 & 299.154964384666 & 217.893035615334 \tabularnewline
191 & 309.104 & 282.117954678428 & 26.9860453215715 \tabularnewline
192 & 270.805 & 249.108883351382 & 21.6961166486177 \tabularnewline
193 & 411.087 & 282.449211335127 & 128.637788664873 \tabularnewline
194 & 479.579 & 305.322908188032 & 174.256091811968 \tabularnewline
195 & 23.979 & 252.805405398883 & -228.826405398883 \tabularnewline
196 & 299.573 & 272.357128457325 & 27.2158715426749 \tabularnewline
197 & 313.549 & 296.077940202728 & 17.4710597972722 \tabularnewline
198 & 343.399 & 309.280835957492 & 34.1181640425076 \tabularnewline
199 & 34.012 & 248.898991898155 & -214.886991898155 \tabularnewline
200 & 309.104 & 309.355344050309 & -0.251344050308833 \tabularnewline
201 & 445.435 & 283.713117338945 & 161.721882661055 \tabularnewline
202 & 418.965 & 319.633815690388 & 99.3311843096115 \tabularnewline
203 & 373.767 & 294.129814541186 & 79.6371854588142 \tabularnewline
204 & 420.469 & 268.091012257405 & 152.377987742595 \tabularnewline
205 & 256.495 & 202.958078989884 & 53.5369210101159 \tabularnewline
206 & 256.495 & 264.693461582281 & -8.19846158228125 \tabularnewline
207 & 485.981 & 342.989828895718 & 142.991171104282 \tabularnewline
208 & 525.227 & 282.603494761135 & 242.623505238865 \tabularnewline
209 & 263.906 & 263.719357560161 & 0.186642439839472 \tabularnewline
210 & 313.549 & 264.284277101714 & 49.2647228982862 \tabularnewline
211 & 194.591 & 289.836297002012 & -95.2452970020121 \tabularnewline
212 & 34.012 & 223.389549626958 & -189.377549626958 \tabularnewline
213 & 472.739 & 252.799439451627 & 219.939560548373 \tabularnewline
214 & 33.673 & 263.91847066387 & -230.24547066387 \tabularnewline
215 & 32.581 & 315.466456275326 & -282.885456275326 \tabularnewline
216 & 373.767 & 300.750691119785 & 73.0163088802154 \tabularnewline
217 & 179.176 & 271.396182489556 & -92.2201824895558 \tabularnewline
218 & 406.044 & 262.472549798447 & 143.571450201553 \tabularnewline
219 & 391.202 & 295.664377241313 & 95.5376227586873 \tabularnewline
220 & 0.69315 & 303.235771923351 & -302.542621923351 \tabularnewline
221 & 160.944 & 215.445052873079 & -54.501052873079 \tabularnewline
222 & 446.591 & 283.457555546729 & 163.133444453271 \tabularnewline
223 & 317.805 & 325.012899707666 & -7.20789970766552 \tabularnewline
224 & 289.037 & 281.005546848704 & 8.03145315129616 \tabularnewline
225 & 417.439 & 330.803647552329 & 86.6353524476713 \tabularnewline
226 & 373.767 & 313.579768588458 & 60.1872314115416 \tabularnewline
227 & 400.733 & 295.2826965904 & 105.4503034096 \tabularnewline
228 & 304.452 & 298.751714533489 & 5.70028546651057 \tabularnewline
229 & 263.906 & 274.71397058699 & -10.8079705869896 \tabularnewline
230 & 411.087 & 295.801281381272 & 115.285718618728 \tabularnewline
231 & 447.734 & 295.030224035362 & 152.703775964638 \tabularnewline
232 & 317.805 & 295.495698717374 & 22.309301282626 \tabularnewline
233 & 33.322 & 254.433264157586 & -221.111264157586 \tabularnewline
234 & 0.69315 & 259.391097445834 & -258.697947445834 \tabularnewline
235 & 458.497 & 312.003439982814 & 146.493560017186 \tabularnewline
236 & 0.69315 & 240.161425548769 & -239.468275548769 \tabularnewline
237 & 34.012 & 286.147758957113 & -252.135758957113 \tabularnewline
238 & 207.944 & 312.486513602024 & -104.542513602024 \tabularnewline
239 & 455.388 & 289.890579663502 & 165.497420336498 \tabularnewline
240 & 321.888 & 275.607722221462 & 46.2802777785381 \tabularnewline
241 & 277.259 & 268.586193844732 & 8.67280615526829 \tabularnewline
242 & 329.584 & 245.195251837338 & 84.3887481626623 \tabularnewline
243 & 33.322 & 282.287974822076 & -248.965974822076 \tabularnewline
244 & 402.535 & 312.921650024085 & 89.6133499759154 \tabularnewline
245 & 438.203 & 304.310163520358 & 133.892836479642 \tabularnewline
246 & 299.573 & 273.027865474052 & 26.5451345259475 \tabularnewline
247 & 355.535 & 262.158582435087 & 93.3764175649133 \tabularnewline
248 & 32.581 & 295.55006668088 & -262.96906668088 \tabularnewline
249 & 447.734 & 314.219584405418 & 133.514415594582 \tabularnewline
250 & 406.044 & 264.19528376854 & 141.84871623146 \tabularnewline
251 & 321.888 & 303.21353400714 & 18.6744659928605 \tabularnewline
252 & 446.591 & 297.911901856148 & 148.679098143852 \tabularnewline
253 & 313.549 & 254.34305322062 & 59.2059467793804 \tabularnewline
254 & 230.259 & 232.799828867583 & -2.54082886758338 \tabularnewline
255 & 361.092 & 314.254608440695 & 46.837391559305 \tabularnewline
256 & 313.549 & 211.120439222443 & 102.428560777557 \tabularnewline
257 & 389.182 & 319.132053985661 & 70.0499460143388 \tabularnewline
258 & 321.888 & 275.487836701658 & 46.4001632983416 \tabularnewline
259 & 317.805 & 265.179787494003 & 52.6252125059966 \tabularnewline
260 & 373.767 & 294.272812599089 & 79.4941874009111 \tabularnewline
261 & 23.979 & 285.132617574859 & -261.153617574859 \tabularnewline
262 & 368.888 & 328.748773664892 & 40.1392263351081 \tabularnewline
263 & 426.268 & 304.566029288509 & 121.701970711491 \tabularnewline
264 & 494.164 & 315.75498060317 & 178.40901939683 \tabularnewline
265 & 329.584 & 290.617231144645 & 38.9667688553549 \tabularnewline
266 & 207.944 & 267.392875354 & -59.4488753540002 \tabularnewline
267 & 219.722 & 306.193298551651 & -86.4712985516505 \tabularnewline
268 & 207.944 & 283.473395821605 & -75.5293958216046 \tabularnewline
269 & 454.329 & 274.581043896204 & 179.747956103796 \tabularnewline
270 & 207.944 & 309.811482134082 & -101.867482134082 \tabularnewline
271 & 436.945 & 296.992799295828 & 139.952200704172 \tabularnewline
272 & 397.029 & 301.530989354906 & 95.4980106450939 \tabularnewline
273 & 398.898 & 240.064559380793 & 158.833440619207 \tabularnewline
274 & 299.573 & 290.375754859721 & 9.19724514027912 \tabularnewline
275 & 352.636 & 313.236797881858 & 39.3992021181423 \tabularnewline
276 & 299.573 & 283.135481473373 & 16.4375185266274 \tabularnewline
277 & 539.363 & 280.582987256308 & 258.780012743692 \tabularnewline
278 & 363.759 & 292.308238255524 & 71.4507617444758 \tabularnewline
279 & 230.259 & 263.25284395276 & -32.9938439527601 \tabularnewline
280 & 492.725 & 298.396514253353 & 194.328485746647 \tabularnewline
281 & 294.444 & 293.308495958837 & 1.13550404116325 \tabularnewline
282 & 270.805 & 308.119899830036 & -37.3148998300362 \tabularnewline
283 & 207.944 & 323.848869923481 & -115.904869923481 \tabularnewline
284 & 34.012 & 296.077700363814 & -262.065700363814 \tabularnewline
285 & 505.625 & 326.927155425743 & 178.697844574257 \tabularnewline
286 & 493.447 & 355.176928956292 & 138.270071043708 \tabularnewline
287 & 256.495 & 265.188804654828 & -8.69380465482802 \tabularnewline
288 & 304.452 & 277.157055390035 & 27.2949446099653 \tabularnewline
289 & 138.629 & 232.292604092203 & -93.6636040922033 \tabularnewline
290 & 277.259 & 251.695058033111 & 25.5639419668892 \tabularnewline
291 & 391.202 & 259.810513919465 & 131.391486080535 \tabularnewline
292 & 435.671 & 313.590391503064 & 122.080608496936 \tabularnewline
293 & 34.012 & 303.63839088729 & -269.62639088729 \tabularnewline
294 & 402.535 & 307.142459755561 & 95.3925402444394 \tabularnewline
295 & 373.767 & 269.412301501053 & 104.354698498947 \tabularnewline
296 & 294.444 & 269.396247040409 & 25.0477529595907 \tabularnewline
297 & 409.434 & 274.464130242136 & 134.969869757864 \tabularnewline
298 & 304.452 & 204.263499310809 & 100.188500689191 \tabularnewline
299 & 317.805 & 298.439041672063 & 19.3659583279369 \tabularnewline
300 & 256.495 & 285.351342091931 & -28.8563420919315 \tabularnewline
301 & 263.906 & 261.246819594804 & 2.65918040519609 \tabularnewline
302 & 309.104 & 270.141275218359 & 38.962724781641 \tabularnewline
303 & 34.012 & 294.181543190573 & -260.169543190573 \tabularnewline
304 & 219.722 & 281.889796438695 & -62.1677964386949 \tabularnewline
305 & 37.612 & 281.148041330157 & -243.536041330157 \tabularnewline
306 & 277.259 & 281.659755245046 & -4.40075524504636 \tabularnewline
307 & 34.012 & 259.762708734569 & -225.750708734569 \tabularnewline
308 & 361.092 & 299.375486573226 & 61.7165134267739 \tabularnewline
309 & 33.673 & 292.530403891495 & -258.857403891495 \tabularnewline
310 & 0.69315 & 230.232462232213 & -229.539312232213 \tabularnewline
311 & 294.444 & 265.410555536224 & 29.0334444637755 \tabularnewline
312 & 417.439 & 270.593719405975 & 146.845280594025 \tabularnewline
313 & 283.321 & 311.728041565483 & -28.4070415654834 \tabularnewline
314 & 304.452 & 265.164255238738 & 39.2877447612623 \tabularnewline
315 & 32.581 & 281.244699837053 & -248.663699837053 \tabularnewline
316 & 321.888 & 283.039175470314 & 38.8488245296859 \tabularnewline
317 & 423.411 & 337.974980980727 & 85.4360190192734 \tabularnewline
318 & 481.218 & 309.380098702511 & 171.837901297489 \tabularnewline
319 & 439.445 & 288.718878608696 & 150.726121391304 \tabularnewline
320 & 263.906 & 275.484187518149 & -11.5781875181489 \tabularnewline
321 & 32.581 & 313.783128015999 & -281.202128015999 \tabularnewline
322 & 194.591 & 266.500837443042 & -71.9098374430424 \tabularnewline
323 & 294.444 & 282.416423221843 & 12.0275767781572 \tabularnewline
324 & 256.495 & 276.124503544019 & -19.6295035440188 \tabularnewline
325 & 321.888 & 251.983048342096 & 69.904951657904 \tabularnewline
326 & 277.259 & 275.108947852051 & 2.15005214794853 \tabularnewline
327 & 461.512 & 308.652230347531 & 152.859769652469 \tabularnewline
328 & 160.944 & 210.906397042434 & -49.9623970424342 \tabularnewline
329 & 207.944 & 237.079306122858 & -29.1353061228576 \tabularnewline
330 & 38.712 & 247.228249673731 & -208.516249673731 \tabularnewline
331 & 317.805 & 302.415573088432 & 15.3894269115684 \tabularnewline
332 & 358.352 & 298.262790261553 & 60.0892097384469 \tabularnewline
333 & 468.213 & 312.872615209873 & 155.340384790127 \tabularnewline
334 & 256.495 & 305.314565008144 & -48.819565008144 \tabularnewline
335 & 230.259 & 266.393742326644 & -36.1347423266438 \tabularnewline
336 & 355.535 & 302.066140621742 & 53.468859378258 \tabularnewline
337 & 346.574 & 285.393751651577 & 61.1802483484233 \tabularnewline
338 & 248.491 & 266.564367921992 & -18.0733679219915 \tabularnewline
339 & 421.951 & 227.127877338969 & 194.823122661031 \tabularnewline
340 & 230.259 & 266.019123542518 & -35.760123542518 \tabularnewline
341 & 270.805 & 287.693528618883 & -16.8885286188833 \tabularnewline
342 & 299.573 & 301.158974855831 & -1.58597485583148 \tabularnewline
343 & 248.491 & 268.652495907682 & -20.1614959076823 \tabularnewline
344 & 313.549 & 312.280925089296 & 1.26807491070373 \tabularnewline
345 & 415.888 & 297.599732413048 & 118.288267586952 \tabularnewline
346 & 179.176 & 289.417987659214 & -110.241987659214 \tabularnewline
347 & 329.584 & 307.374115087208 & 22.2098849127917 \tabularnewline
348 & 283.321 & 267.668128317587 & 15.6528716824127 \tabularnewline
349 & 352.636 & 257.395747744107 & 95.2402522558933 \tabularnewline
350 & 32.581 & 259.844380012826 & -227.263380012826 \tabularnewline
351 & 398.898 & 291.209367834103 & 107.688632165897 \tabularnewline
352 & 160.944 & 298.155478277848 & -137.211478277848 \tabularnewline
353 & 349.651 & 273.342968302544 & 76.3080316974558 \tabularnewline
354 & 317.805 & 261.305813220146 & 56.4991867798539 \tabularnewline
355 & 467.283 & 295.743738861753 & 171.539261138247 \tabularnewline
356 & 343.399 & 280.160827844663 & 63.2381721553374 \tabularnewline
357 & 207.944 & 273.66502804863 & -65.7210280486297 \tabularnewline
358 & 329.584 & 286.582274437013 & 43.0017255629871 \tabularnewline
359 & 230.259 & 267.847384461433 & -37.5883844614326 \tabularnewline
360 & 207.944 & 259.322937876793 & -51.3789378767928 \tabularnewline
361 & 0.69315 & 240.017524957902 & -239.324374957902 \tabularnewline
362 & 313.549 & 298.809047799435 & 14.7399522005652 \tabularnewline
363 & 382.864 & 349.453368120711 & 33.4106318792891 \tabularnewline
364 & 38.712 & 308.216755843623 & -269.504755843623 \tabularnewline
365 & 299.573 & 252.003560695755 & 47.5694393042452 \tabularnewline
366 & 32.581 & 280.257565623663 & -247.676565623663 \tabularnewline
367 & 33.322 & 309.905816363222 & -276.583816363222 \tabularnewline
368 & 349.651 & 299.936065027918 & 49.7149349720821 \tabularnewline
369 & 194.591 & 265.107799734654 & -70.5167997346535 \tabularnewline
370 & 457.471 & 272.354296013783 & 185.116703986217 \tabularnewline
371 & 391.202 & 296.549248622083 & 94.6527513779172 \tabularnewline
372 & 380.666 & 297.702172266382 & 82.9638277336185 \tabularnewline
373 & 393.183 & 266.68022075705 & 126.50277924295 \tabularnewline
374 & 248.491 & 264.938574969234 & -16.4475749692343 \tabularnewline
375 & 313.549 & 294.428554008992 & 19.120445991008 \tabularnewline
376 & 294.444 & 316.169126261603 & -21.7251262616029 \tabularnewline
377 & 34.012 & 308.431756373777 & -274.419756373777 \tabularnewline
378 & 194.591 & 267.790205989399 & -73.1992059893991 \tabularnewline
379 & 317.805 & 283.035564993482 & 34.7694350065176 \tabularnewline
380 & 321.888 & 263.703395664887 & 58.1846043351135 \tabularnewline
381 & 263.906 & 291.053993500024 & -27.1479935000237 \tabularnewline
382 & 33.322 & 297.563197984031 & -264.241197984031 \tabularnewline
383 & 270.805 & 258.983762139171 & 11.821237860829 \tabularnewline
384 & 378.419 & 318.967603634134 & 59.4513963658658 \tabularnewline
385 & 378.419 & 267.050109886329 & 111.368890113671 \tabularnewline
386 & 160.944 & 304.470399641269 & -143.526399641269 \tabularnewline
387 & 33.673 & 296.806361061865 & -263.133361061865 \tabularnewline
388 & 304.452 & 264.137687097609 & 40.3143129023906 \tabularnewline
389 & 445.435 & 342.416847636519 & 103.018152363481 \tabularnewline
390 & 194.591 & 220.630137129761 & -26.039137129761 \tabularnewline
391 & 263.906 & 294.07731961021 & -30.1713196102102 \tabularnewline
392 & 33.322 & 299.65836703168 & -266.33636703168 \tabularnewline
393 & 343.399 & 242.156502665206 & 101.242497334794 \tabularnewline
394 & 389.182 & 279.536805364368 & 109.645194635632 \tabularnewline
395 & 219.722 & 277.23160094449 & -57.5096009444903 \tabularnewline
396 & 459.512 & 294.509638718576 & 165.002361281424 \tabularnewline
397 & 349.651 & 275.193362936651 & 74.457637063349 \tabularnewline
398 & 283.321 & 292.371890505854 & -9.05089050585355 \tabularnewline
399 & 219.722 & 262.52212607313 & -42.8001260731303 \tabularnewline
400 & 289.037 & 280.853569934573 & 8.183430065427 \tabularnewline
401 & 34.012 & 304.3062098761 & -270.2942098761 \tabularnewline
402 & 299.573 & 289.762413096088 & 9.81058690391201 \tabularnewline
403 & 373.767 & 272.28910753971 & 101.47789246029 \tabularnewline
404 & 294.444 & 258.719756506722 & 35.724243493278 \tabularnewline
405 & 358.352 & 284.885409630633 & 73.4665903693666 \tabularnewline
406 & 329.584 & 314.975242307743 & 14.6087576922566 \tabularnewline
407 & 48.752 & 296.364192766815 & -247.612192766815 \tabularnewline
408 & 433.073 & 292.758585321517 & 140.314414678483 \tabularnewline
409 & 329.584 & 306.135904048335 & 23.448095951665 \tabularnewline
410 & 378.419 & 307.809079102373 & 70.6099208976267 \tabularnewline
411 & 361.092 & 239.446199413932 & 121.645800586068 \tabularnewline
412 & 283.321 & 257.621855049404 & 25.6991449505962 \tabularnewline
413 & 37.612 & 269.947991981712 & -232.335991981712 \tabularnewline
414 & 358.352 & 250.727434431787 & 107.624565568213 \tabularnewline
415 & 317.805 & 251.436037856105 & 66.3689621438954 \tabularnewline
416 & 352.636 & 284.248844412631 & 68.3871555873695 \tabularnewline
417 & 421.951 & 276.508644733284 & 145.442355266716 \tabularnewline
418 & 393.183 & 293.908175674066 & 99.2748243259341 \tabularnewline
419 & 230.259 & 279.879398335023 & -49.6203983350226 \tabularnewline
420 & 32.581 & 232.85704086372 & -200.27604086372 \tabularnewline
421 & 270.805 & 378.85638267627 & -108.05138267627 \tabularnewline
422 & 355.535 & 266.560492389869 & 88.9745076101314 \tabularnewline
423 & 194.591 & 277.443975173904 & -82.852975173904 \tabularnewline
424 & 436.945 & 268.936263701418 & 168.008736298582 \tabularnewline
425 & 470.048 & 288.2447932472 & 181.8032067528 \tabularnewline
426 & 248.491 & 246.110710307833 & 2.38028969216662 \tabularnewline
427 & 160.944 & 281.876586047229 & -120.932586047229 \tabularnewline
428 & 378.419 & 324.99247477375 & 53.4265252262505 \tabularnewline
429 & 194.591 & 270.046503482755 & -75.4555034827545 \tabularnewline
430 & 309.104 & 316.495748449405 & -7.39174844940541 \tabularnewline
431 & 321.888 & 282.714734787085 & 39.1732652129151 \tabularnewline
432 & 248.491 & 344.104879457655 & -95.6138794576545 \tabularnewline
433 & 219.722 & 270.238214707862 & -50.5162147078619 \tabularnewline
434 & 493.447 & 326.213559574651 & 167.233440425349 \tabularnewline
435 & 404.305 & 328.649013418749 & 75.6559865812511 \tabularnewline
436 & 451.086 & 286.959682467941 & 164.126317532059 \tabularnewline
437 & 194.591 & 237.207118157143 & -42.6161181571427 \tabularnewline
438 & 309.104 & 317.632105025149 & -8.52810502514894 \tabularnewline
439 & 460.517 & 300.824678498432 & 159.692321501568 \tabularnewline
440 & 363.759 & 300.967795009981 & 62.7912049900188 \tabularnewline
441 & 346.574 & 292.45393520612 & 54.1200647938804 \tabularnewline
442 & 38.712 & 309.878801298595 & -271.166801298595 \tabularnewline
443 & 515.329 & 295.886896277588 & 219.442103722412 \tabularnewline
444 & 304.452 & 298.169848166774 & 6.28215183322603 \tabularnewline
445 & 349.651 & 303.870480482794 & 45.7805195172061 \tabularnewline
446 & 256.495 & 249.970202941671 & 6.52479705832913 \tabularnewline
447 & 385.015 & 269.376364174884 & 115.638635825116 \tabularnewline
448 & 248.491 & 276.042132292677 & -27.5511322926769 \tabularnewline
449 & 207.944 & 263.922574151402 & -55.9785741514019 \tabularnewline
450 & 299.573 & 315.26742539839 & -15.6944253983901 \tabularnewline
451 & 138.629 & 311.518133438597 & -172.889133438597 \tabularnewline
452 & 317.805 & 287.77003556284 & 30.0349644371604 \tabularnewline
453 & 219.722 & 263.889973539627 & -44.1679735396269 \tabularnewline
454 & 355.535 & 317.052001328038 & 38.4829986719617 \tabularnewline
455 & 38.712 & 269.874917942273 & -231.162917942273 \tabularnewline
456 & 34.012 & 304.687132082866 & -270.675132082866 \tabularnewline
457 & 304.452 & 292.833526249283 & 11.6184737507169 \tabularnewline
458 & 434.381 & 299.99977020191 & 134.38122979809 \tabularnewline
459 & 23.979 & 286.105821037185 & -262.126821037185 \tabularnewline
460 & 263.906 & 309.753037016197 & -45.8470370161966 \tabularnewline
461 & 256.495 & 251.178895755695 & 5.31610424430478 \tabularnewline
462 & 33.322 & 271.509981564132 & -238.187981564132 \tabularnewline
463 & 256.495 & 300.394635571327 & -43.8996355713274 \tabularnewline
464 & 368.888 & 288.531272123837 & 80.3567278761635 \tabularnewline
465 & 23.979 & 286.221111450433 & -262.242111450433 \tabularnewline
466 & 23.979 & 281.657369372202 & -257.678369372202 \tabularnewline
467 & 468.213 & 267.450164684398 & 200.762835315602 \tabularnewline
468 & 304.452 & 312.218645733501 & -7.76664573350089 \tabularnewline
469 & 304.452 & 319.713485393476 & -15.2614853934764 \tabularnewline
470 & 219.722 & 233.331809628598 & -13.6098096285976 \tabularnewline
471 & 317.805 & 307.18655955623 & 10.6184404437699 \tabularnewline
472 & 448.864 & 267.651363509674 & 181.212636490326 \tabularnewline
473 & 230.259 & 310.201059779064 & -79.9420597790639 \tabularnewline
474 & 329.584 & 300.448387149509 & 29.1356128504907 \tabularnewline
475 & 317.805 & 314.085658781342 & 3.71934121865837 \tabularnewline
476 & 406.044 & 260.298643751765 & 145.745356248235 \tabularnewline
477 & 415.888 & 305.200816744493 & 110.687183255507 \tabularnewline
478 & 309.104 & 264.617230634101 & 44.4867693658989 \tabularnewline
479 & 441.884 & 289.917277876477 & 151.966722123523 \tabularnewline
480 & 289.037 & 288.751886853044 & 0.285113146956481 \tabularnewline
481 & 109.861 & 248.445640742886 & -138.584640742886 \tabularnewline
482 & 343.399 & 236.608795555333 & 106.790204444667 \tabularnewline
483 & 352.636 & 277.564615843965 & 75.0713841560346 \tabularnewline
484 & 313.549 & 272.74577874968 & 40.8032212503197 \tabularnewline
485 & 219.722 & 253.994101631358 & -34.272101631358 \tabularnewline
486 & 313.549 & 303.224273672015 & 10.3247263279854 \tabularnewline
487 & 207.944 & 272.831986267797 & -64.8879862677965 \tabularnewline
488 & 363.759 & 215.665391926685 & 148.093608073315 \tabularnewline
489 & 373.767 & 283.869669585214 & 89.8973304147859 \tabularnewline
490 & 248.491 & 263.789076495995 & -15.2980764959948 \tabularnewline
491 & 194.591 & 260.49895090236 & -65.9079509023604 \tabularnewline
492 & 194.591 & 299.126056840807 & -104.535056840807 \tabularnewline
493 & 277.259 & 223.191012857496 & 54.0679871425038 \tabularnewline
494 & 270.805 & 294.141610746633 & -23.3366107466331 \tabularnewline
495 & 179.176 & 240.814074434238 & -61.6380744342378 \tabularnewline
496 & 230.259 & 278.605775180123 & -48.3467751801235 \tabularnewline
497 & 411.087 & 267.82032645395 & 143.26667354605 \tabularnewline
498 & 34.012 & 287.353908405192 & -253.341908405192 \tabularnewline
499 & 368.888 & 296.398131569139 & 72.4898684308608 \tabularnewline
500 & 417.439 & 325.880854026351 & 91.5581459736492 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=195351&T=4

[TABLE]
[ROW][C]Multiple Linear Regression - Actuals, Interpolation, and Residuals[/C][/ROW]
[ROW][C]Time or Index[/C][C]Actuals[/C][C]InterpolationForecast[/C][C]ResidualsPrediction Error[/C][/ROW]
[ROW][C]1[/C][C]366.356[/C][C]300.143617015214[/C][C]66.2123829847862[/C][/ROW]
[ROW][C]2[/C][C]304.452[/C][C]294.445943087216[/C][C]10.0060569127836[/C][/ROW]
[ROW][C]3[/C][C]371.357[/C][C]254.863666274931[/C][C]116.493333725069[/C][/ROW]
[ROW][C]4[/C][C]294.444[/C][C]271.312377452813[/C][C]23.131622547187[/C][/ROW]
[ROW][C]5[/C][C]406.044[/C][C]206.865263995102[/C][C]199.178736004898[/C][/ROW]
[ROW][C]6[/C][C]368.888[/C][C]286.128376974435[/C][C]82.7596230255654[/C][/ROW]
[ROW][C]7[/C][C]33.322[/C][C]277.225923916022[/C][C]-243.903923916022[/C][/ROW]
[ROW][C]8[/C][C]33.673[/C][C]252.127595060716[/C][C]-218.454595060716[/C][/ROW]
[ROW][C]9[/C][C]207.944[/C][C]283.181174349768[/C][C]-75.2371743497679[/C][/ROW]
[ROW][C]10[/C][C]194.591[/C][C]253.7431393688[/C][C]-59.1521393688001[/C][/ROW]
[ROW][C]11[/C][C]33.322[/C][C]272.578569218199[/C][C]-239.256569218199[/C][/ROW]
[ROW][C]12[/C][C]321.888[/C][C]308.989981593115[/C][C]12.8980184068852[/C][/ROW]
[ROW][C]13[/C][C]109.861[/C][C]225.304576357684[/C][C]-115.443576357684[/C][/ROW]
[ROW][C]14[/C][C]53.845[/C][C]286.502979141084[/C][C]-232.657979141084[/C][/ROW]
[ROW][C]15[/C][C]393.183[/C][C]303.545567129242[/C][C]89.6374328707576[/C][/ROW]
[ROW][C]16[/C][C]33.673[/C][C]248.624110754213[/C][C]-214.951110754213[/C][/ROW]
[ROW][C]17[/C][C]283.321[/C][C]296.434719638572[/C][C]-13.1137196385719[/C][/ROW]
[ROW][C]18[/C][C]304.452[/C][C]289.21549404474[/C][C]15.2365059552598[/C][/ROW]
[ROW][C]19[/C][C]299.573[/C][C]284.15230738595[/C][C]15.4206926140499[/C][/ROW]
[ROW][C]20[/C][C]421.951[/C][C]289.844133498663[/C][C]132.106866501337[/C][/ROW]
[ROW][C]21[/C][C]304.452[/C][C]322.317765062684[/C][C]-17.865765062684[/C][/ROW]
[ROW][C]22[/C][C]37.612[/C][C]349.622952133106[/C][C]-312.010952133106[/C][/ROW]
[ROW][C]23[/C][C]358.352[/C][C]328.14966479521[/C][C]30.20233520479[/C][/ROW]
[ROW][C]24[/C][C]248.491[/C][C]262.450219798406[/C][C]-13.9592197984058[/C][/ROW]
[ROW][C]25[/C][C]248.491[/C][C]324.09600750499[/C][C]-75.6050075049899[/C][/ROW]
[ROW][C]26[/C][C]33.322[/C][C]301.399996231254[/C][C]-268.077996231254[/C][/ROW]
[ROW][C]27[/C][C]313.549[/C][C]287.388521292477[/C][C]26.1604787075233[/C][/ROW]
[ROW][C]28[/C][C]207.944[/C][C]303.162075207472[/C][C]-95.2180752074723[/C][/ROW]
[ROW][C]29[/C][C]368.888[/C][C]229.107760409405[/C][C]139.780239590595[/C][/ROW]
[ROW][C]30[/C][C]299.573[/C][C]235.042489967904[/C][C]64.5305100320957[/C][/ROW]
[ROW][C]31[/C][C]398.898[/C][C]285.09246162258[/C][C]113.80553837742[/C][/ROW]
[ROW][C]32[/C][C]304.452[/C][C]292.803834933572[/C][C]11.6481650664279[/C][/ROW]
[ROW][C]33[/C][C]355.535[/C][C]291.522068567504[/C][C]64.012931432496[/C][/ROW]
[ROW][C]34[/C][C]179.176[/C][C]290.384413352021[/C][C]-111.208413352021[/C][/ROW]
[ROW][C]35[/C][C]304.452[/C][C]270.186781807015[/C][C]34.2652181929854[/C][/ROW]
[ROW][C]36[/C][C]256.495[/C][C]287.71905959109[/C][C]-31.2240595910904[/C][/ROW]
[ROW][C]37[/C][C]436.945[/C][C]255.822430560326[/C][C]181.122569439674[/C][/ROW]
[ROW][C]38[/C][C]346.574[/C][C]296.132323348689[/C][C]50.4416766513112[/C][/ROW]
[ROW][C]39[/C][C]460.517[/C][C]299.744844819232[/C][C]160.772155180768[/C][/ROW]
[ROW][C]40[/C][C]309.104[/C][C]281.5408125693[/C][C]27.5631874306997[/C][/ROW]
[ROW][C]41[/C][C]415.888[/C][C]302.007797270475[/C][C]113.880202729525[/C][/ROW]
[ROW][C]42[/C][C]179.176[/C][C]288.610525432828[/C][C]-109.434525432828[/C][/ROW]
[ROW][C]43[/C][C]248.491[/C][C]266.784939592739[/C][C]-18.2939395927392[/C][/ROW]
[ROW][C]44[/C][C]321.888[/C][C]295.905869830626[/C][C]25.9821301693741[/C][/ROW]
[ROW][C]45[/C][C]373.767[/C][C]301.299788656126[/C][C]72.4672113438736[/C][/ROW]
[ROW][C]46[/C][C]42.485[/C][C]290.176399005774[/C][C]-247.691399005774[/C][/ROW]
[ROW][C]47[/C][C]38.712[/C][C]262.089743444293[/C][C]-223.377743444293[/C][/ROW]
[ROW][C]48[/C][C]400.733[/C][C]296.197837324012[/C][C]104.535162675988[/C][/ROW]
[ROW][C]49[/C][C]294.444[/C][C]272.071107536352[/C][C]22.3728924636476[/C][/ROW]
[ROW][C]50[/C][C]309.104[/C][C]255.756604315402[/C][C]53.3473956845982[/C][/ROW]
[ROW][C]51[/C][C]194.591[/C][C]251.728446024529[/C][C]-57.1374460245292[/C][/ROW]
[ROW][C]52[/C][C]352.636[/C][C]317.413684917151[/C][C]35.2223150828492[/C][/ROW]
[ROW][C]53[/C][C]38.712[/C][C]307.473790561631[/C][C]-268.761790561631[/C][/ROW]
[ROW][C]54[/C][C]299.573[/C][C]287.895081486662[/C][C]11.6779185133383[/C][/ROW]
[ROW][C]55[/C][C]407.754[/C][C]305.012147686458[/C][C]102.741852313542[/C][/ROW]
[ROW][C]56[/C][C]321.888[/C][C]296.509887290965[/C][C]25.3781127090348[/C][/ROW]
[ROW][C]57[/C][C]349.651[/C][C]337.386659976706[/C][C]12.2643400232938[/C][/ROW]
[ROW][C]58[/C][C]32.581[/C][C]223.461816778574[/C][C]-190.880816778574[/C][/ROW]
[ROW][C]59[/C][C]299.573[/C][C]309.767486027796[/C][C]-10.1944860277957[/C][/ROW]
[ROW][C]60[/C][C]270.805[/C][C]301.290949608303[/C][C]-30.4859496083026[/C][/ROW]
[ROW][C]61[/C][C]309.104[/C][C]266.962265450398[/C][C]42.1417345496015[/C][/ROW]
[ROW][C]62[/C][C]406.044[/C][C]303.929648414067[/C][C]102.114351585933[/C][/ROW]
[ROW][C]63[/C][C]361.092[/C][C]315.335417341378[/C][C]45.7565826586222[/C][/ROW]
[ROW][C]64[/C][C]256.495[/C][C]286.169091977899[/C][C]-29.6740919778995[/C][/ROW]
[ROW][C]65[/C][C]160.944[/C][C]296.682417709872[/C][C]-135.738417709872[/C][/ROW]
[ROW][C]66[/C][C]50.876[/C][C]278.49123313084[/C][C]-227.61523313084[/C][/ROW]
[ROW][C]67[/C][C]230.259[/C][C]268.823452398494[/C][C]-38.5644523984938[/C][/ROW]
[ROW][C]68[/C][C]32.581[/C][C]295.138665009716[/C][C]-262.557665009716[/C][/ROW]
[ROW][C]69[/C][C]366.356[/C][C]310.357384418741[/C][C]55.9986155812592[/C][/ROW]
[ROW][C]70[/C][C]304.452[/C][C]315.305800136095[/C][C]-10.8538001360949[/C][/ROW]
[ROW][C]71[/C][C]34.012[/C][C]293.867025273457[/C][C]-259.855025273457[/C][/ROW]
[ROW][C]72[/C][C]304.452[/C][C]251.837595536462[/C][C]52.6144044635381[/C][/ROW]
[ROW][C]73[/C][C]34.012[/C][C]287.830168195569[/C][C]-253.818168195569[/C][/ROW]
[ROW][C]74[/C][C]355.535[/C][C]269.096879685129[/C][C]86.4381203148715[/C][/ROW]
[ROW][C]75[/C][C]397.029[/C][C]317.745489872877[/C][C]79.2835101271234[/C][/ROW]
[ROW][C]76[/C][C]472.739[/C][C]279.645219483044[/C][C]193.093780516956[/C][/ROW]
[ROW][C]77[/C][C]430.407[/C][C]288.861652949329[/C][C]141.54534705067[/C][/ROW]
[ROW][C]78[/C][C]256.495[/C][C]307.400742921651[/C][C]-50.9057429216506[/C][/ROW]
[ROW][C]79[/C][C]378.419[/C][C]278.469527523555[/C][C]99.9494724764448[/C][/ROW]
[ROW][C]80[/C][C]495.583[/C][C]290.403493077705[/C][C]205.179506922295[/C][/ROW]
[ROW][C]81[/C][C]366.356[/C][C]301.042160768052[/C][C]65.3138392319476[/C][/ROW]
[ROW][C]82[/C][C]526.786[/C][C]283.618177873962[/C][C]243.167822126038[/C][/ROW]
[ROW][C]83[/C][C]346.574[/C][C]256.652757009571[/C][C]89.9212429904286[/C][/ROW]
[ROW][C]84[/C][C]207.944[/C][C]230.750990641795[/C][C]-22.8069906417949[/C][/ROW]
[ROW][C]85[/C][C]33.673[/C][C]311.084271751746[/C][C]-277.411271751746[/C][/ROW]
[ROW][C]86[/C][C]329.584[/C][C]299.530381816049[/C][C]30.0536181839505[/C][/ROW]
[ROW][C]87[/C][C]219.722[/C][C]366.560150281218[/C][C]-146.838150281218[/C][/ROW]
[ROW][C]88[/C][C]343.399[/C][C]305.63463647791[/C][C]37.76436352209[/C][/ROW]
[ROW][C]89[/C][C]32.581[/C][C]322.875507304533[/C][C]-290.294507304533[/C][/ROW]
[ROW][C]90[/C][C]283.321[/C][C]290.811185631283[/C][C]-7.49018563128281[/C][/ROW]
[ROW][C]91[/C][C]363.759[/C][C]292.624467071874[/C][C]71.134532928126[/C][/ROW]
[ROW][C]92[/C][C]270.805[/C][C]271.857747941453[/C][C]-1.05274794145321[/C][/ROW]
[ROW][C]93[/C][C]299.573[/C][C]320.774159100926[/C][C]-21.2011591009264[/C][/ROW]
[ROW][C]94[/C][C]400.733[/C][C]335.210364010834[/C][C]65.522635989166[/C][/ROW]
[ROW][C]95[/C][C]343.399[/C][C]280.997785798413[/C][C]62.4012142015868[/C][/ROW]
[ROW][C]96[/C][C]0.69315[/C][C]267.063415313193[/C][C]-266.370265313193[/C][/ROW]
[ROW][C]97[/C][C]352.636[/C][C]311.901644782075[/C][C]40.7343552179245[/C][/ROW]
[ROW][C]98[/C][C]263.906[/C][C]268.728112106852[/C][C]-4.82211210685185[/C][/ROW]
[ROW][C]99[/C][C]194.591[/C][C]299.067788605525[/C][C]-104.476788605525[/C][/ROW]
[ROW][C]100[/C][C]371.357[/C][C]311.242884643892[/C][C]60.1141153561082[/C][/ROW]
[ROW][C]101[/C][C]283.321[/C][C]304.963644162347[/C][C]-21.6426441623468[/C][/ROW]
[ROW][C]102[/C][C]343.399[/C][C]304.276294562205[/C][C]39.1227054377949[/C][/ROW]
[ROW][C]103[/C][C]329.584[/C][C]275.605251264762[/C][C]53.9787487352385[/C][/ROW]
[ROW][C]104[/C][C]317.805[/C][C]291.591848232572[/C][C]26.2131517674284[/C][/ROW]
[ROW][C]105[/C][C]481.218[/C][C]298.628023342939[/C][C]182.589976657061[/C][/ROW]
[ROW][C]106[/C][C]463.473[/C][C]256.769371517913[/C][C]206.703628482087[/C][/ROW]
[ROW][C]107[/C][C]304.452[/C][C]275.69985335726[/C][C]28.7521466427402[/C][/ROW]
[ROW][C]108[/C][C]38.712[/C][C]286.997437436946[/C][C]-248.285437436946[/C][/ROW]
[ROW][C]109[/C][C]368.888[/C][C]282.018033562748[/C][C]86.8699664372524[/C][/ROW]
[ROW][C]110[/C][C]433.073[/C][C]263.971227269541[/C][C]169.101772730459[/C][/ROW]
[ROW][C]111[/C][C]461.512[/C][C]317.033111296644[/C][C]144.478888703356[/C][/ROW]
[ROW][C]112[/C][C]443.082[/C][C]297.874601602946[/C][C]145.207398397054[/C][/ROW]
[ROW][C]113[/C][C]34.012[/C][C]278.53084889748[/C][C]-244.51884889748[/C][/ROW]
[ROW][C]114[/C][C]248.491[/C][C]310.260044243632[/C][C]-61.769044243632[/C][/ROW]
[ROW][C]115[/C][C]329.584[/C][C]290.949364091944[/C][C]38.6346359080561[/C][/ROW]
[ROW][C]116[/C][C]294.444[/C][C]310.168637967568[/C][C]-15.7246379675677[/C][/ROW]
[ROW][C]117[/C][C]33.673[/C][C]284.12485593595[/C][C]-250.45185593595[/C][/ROW]
[ROW][C]118[/C][C]289.037[/C][C]278.440042056585[/C][C]10.5969579434146[/C][/ROW]
[ROW][C]119[/C][C]490.527[/C][C]300.81535742243[/C][C]189.71164257757[/C][/ROW]
[ROW][C]120[/C][C]263.906[/C][C]271.528413251499[/C][C]-7.62241325149944[/C][/ROW]
[ROW][C]121[/C][C]329.584[/C][C]251.524209505654[/C][C]78.0597904943458[/C][/ROW]
[ROW][C]122[/C][C]371.357[/C][C]279.488099817651[/C][C]91.8689001823488[/C][/ROW]
[ROW][C]123[/C][C]439.445[/C][C]313.04345559264[/C][C]126.40154440736[/C][/ROW]
[ROW][C]124[/C][C]382.864[/C][C]297.632574109653[/C][C]85.2314258903468[/C][/ROW]
[ROW][C]125[/C][C]256.495[/C][C]264.7136473865[/C][C]-8.21864738649953[/C][/ROW]
[ROW][C]126[/C][C]33.322[/C][C]310.92576204804[/C][C]-277.60376204804[/C][/ROW]
[ROW][C]127[/C][C]313.549[/C][C]266.688138624791[/C][C]46.8608613752087[/C][/ROW]
[ROW][C]128[/C][C]0.69315[/C][C]298.354483447233[/C][C]-297.661333447233[/C][/ROW]
[ROW][C]129[/C][C]400.733[/C][C]269.772599377217[/C][C]130.960400622783[/C][/ROW]
[ROW][C]130[/C][C]32.581[/C][C]249.534900167037[/C][C]-216.953900167037[/C][/ROW]
[ROW][C]131[/C][C]32.581[/C][C]297.659169170248[/C][C]-265.078169170248[/C][/ROW]
[ROW][C]132[/C][C]484.419[/C][C]283.759814753766[/C][C]200.659185246234[/C][/ROW]
[ROW][C]133[/C][C]263.906[/C][C]253.876044701593[/C][C]10.0299552984073[/C][/ROW]
[ROW][C]134[/C][C]138.629[/C][C]236.97356001192[/C][C]-98.3445600119205[/C][/ROW]
[ROW][C]135[/C][C]32.581[/C][C]256.329287870638[/C][C]-223.748287870638[/C][/ROW]
[ROW][C]136[/C][C]230.259[/C][C]262.829316875464[/C][C]-32.5703168754638[/C][/ROW]
[ROW][C]137[/C][C]309.104[/C][C]244.274544046673[/C][C]64.8294559533265[/C][/ROW]
[ROW][C]138[/C][C]294.444[/C][C]266.248206980521[/C][C]28.1957930194793[/C][/ROW]
[ROW][C]139[/C][C]34.012[/C][C]305.322629531692[/C][C]-271.310629531692[/C][/ROW]
[ROW][C]140[/C][C]299.573[/C][C]272.111154331237[/C][C]27.4618456687626[/C][/ROW]
[ROW][C]141[/C][C]382.864[/C][C]254.53809724742[/C][C]128.32590275258[/C][/ROW]
[ROW][C]142[/C][C]230.259[/C][C]267.399838883936[/C][C]-37.1408388839356[/C][/ROW]
[ROW][C]143[/C][C]429.046[/C][C]299.982961735742[/C][C]129.063038264258[/C][/ROW]
[ROW][C]144[/C][C]441.884[/C][C]310.789914942697[/C][C]131.094085057303[/C][/ROW]
[ROW][C]145[/C][C]33.673[/C][C]287.484591909827[/C][C]-253.811591909827[/C][/ROW]
[ROW][C]146[/C][C]230.259[/C][C]254.199222588291[/C][C]-23.9402225882914[/C][/ROW]
[ROW][C]147[/C][C]398.898[/C][C]295.914051159004[/C][C]102.983948840996[/C][/ROW]
[ROW][C]148[/C][C]412.713[/C][C]268.135652366665[/C][C]144.577347633335[/C][/ROW]
[ROW][C]149[/C][C]368.888[/C][C]246.792721683461[/C][C]122.095278316539[/C][/ROW]
[ROW][C]150[/C][C]230.259[/C][C]248.387574343685[/C][C]-18.1285743436847[/C][/ROW]
[ROW][C]151[/C][C]329.584[/C][C]278.033164161236[/C][C]51.5508358387639[/C][/ROW]
[ROW][C]152[/C][C]313.549[/C][C]307.000900416267[/C][C]6.54809958373347[/C][/ROW]
[ROW][C]153[/C][C]207.944[/C][C]302.368413018767[/C][C]-94.4244130187666[/C][/ROW]
[ROW][C]154[/C][C]525.227[/C][C]298.778806149728[/C][C]226.448193850272[/C][/ROW]
[ROW][C]155[/C][C]378.419[/C][C]294.39317899741[/C][C]84.0258210025895[/C][/ROW]
[ROW][C]156[/C][C]397.029[/C][C]252.47811901743[/C][C]144.55088098257[/C][/ROW]
[ROW][C]157[/C][C]299.573[/C][C]271.228290724753[/C][C]28.3447092752474[/C][/ROW]
[ROW][C]158[/C][C]256.495[/C][C]272.593146799297[/C][C]-16.0981467992966[/C][/ROW]
[ROW][C]159[/C][C]321.888[/C][C]282.42798193507[/C][C]39.4600180649301[/C][/ROW]
[ROW][C]160[/C][C]138.629[/C][C]306.765557044895[/C][C]-168.136557044895[/C][/ROW]
[ROW][C]161[/C][C]313.549[/C][C]268.168026938755[/C][C]45.3809730612449[/C][/ROW]
[ROW][C]162[/C][C]406.044[/C][C]289.032543277826[/C][C]117.011456722174[/C][/ROW]
[ROW][C]163[/C][C]427.667[/C][C]301.425463481136[/C][C]126.241536518864[/C][/ROW]
[ROW][C]164[/C][C]349.651[/C][C]309.072820152371[/C][C]40.5781798476289[/C][/ROW]
[ROW][C]165[/C][C]321.888[/C][C]299.960294308093[/C][C]21.9277056919071[/C][/ROW]
[ROW][C]166[/C][C]407.754[/C][C]286.814611367283[/C][C]120.939388632717[/C][/ROW]
[ROW][C]167[/C][C]420.469[/C][C]266.066840503429[/C][C]154.402159496571[/C][/ROW]
[ROW][C]168[/C][C]418.965[/C][C]242.921990311566[/C][C]176.043009688434[/C][/ROW]
[ROW][C]169[/C][C]248.491[/C][C]302.987457719113[/C][C]-54.4964577191127[/C][/ROW]
[ROW][C]170[/C][C]109.861[/C][C]264.127547111611[/C][C]-154.266547111611[/C][/ROW]
[ROW][C]171[/C][C]248.491[/C][C]309.417321249134[/C][C]-60.9263212491336[/C][/ROW]
[ROW][C]172[/C][C]248.491[/C][C]272.328499623669[/C][C]-23.8374996236688[/C][/ROW]
[ROW][C]173[/C][C]0.69315[/C][C]295.677713185536[/C][C]-294.984563185536[/C][/ROW]
[ROW][C]174[/C][C]434.381[/C][C]295.561035182308[/C][C]138.819964817692[/C][/ROW]
[ROW][C]175[/C][C]263.906[/C][C]315.380401096188[/C][C]-51.4744010961884[/C][/ROW]
[ROW][C]176[/C][C]329.584[/C][C]285.180459752603[/C][C]44.4035402473973[/C][/ROW]
[ROW][C]177[/C][C]417.439[/C][C]301.067735059106[/C][C]116.371264940894[/C][/ROW]
[ROW][C]178[/C][C]371.357[/C][C]319.817843029002[/C][C]51.5391569709984[/C][/ROW]
[ROW][C]179[/C][C]402.535[/C][C]330.429362224501[/C][C]72.1056377754987[/C][/ROW]
[ROW][C]180[/C][C]485.203[/C][C]349.891337208067[/C][C]135.311662791933[/C][/ROW]
[ROW][C]181[/C][C]464.439[/C][C]293.448556661608[/C][C]170.990443338392[/C][/ROW]
[ROW][C]182[/C][C]363.759[/C][C]311.967761190057[/C][C]51.7912388099431[/C][/ROW]
[ROW][C]183[/C][C]34.012[/C][C]263.106186458852[/C][C]-229.094186458852[/C][/ROW]
[ROW][C]184[/C][C]179.176[/C][C]277.851278720951[/C][C]-98.6752787209506[/C][/ROW]
[ROW][C]185[/C][C]411.087[/C][C]273.153927957039[/C][C]137.933072042961[/C][/ROW]
[ROW][C]186[/C][C]33.673[/C][C]313.062747969071[/C][C]-279.389747969071[/C][/ROW]
[ROW][C]187[/C][C]444.265[/C][C]298.362300508893[/C][C]145.902699491106[/C][/ROW]
[ROW][C]188[/C][C]277.259[/C][C]277.425253583609[/C][C]-0.166253583609167[/C][/ROW]
[ROW][C]189[/C][C]371.357[/C][C]276.239215433186[/C][C]95.1177845668139[/C][/ROW]
[ROW][C]190[/C][C]517.048[/C][C]299.154964384666[/C][C]217.893035615334[/C][/ROW]
[ROW][C]191[/C][C]309.104[/C][C]282.117954678428[/C][C]26.9860453215715[/C][/ROW]
[ROW][C]192[/C][C]270.805[/C][C]249.108883351382[/C][C]21.6961166486177[/C][/ROW]
[ROW][C]193[/C][C]411.087[/C][C]282.449211335127[/C][C]128.637788664873[/C][/ROW]
[ROW][C]194[/C][C]479.579[/C][C]305.322908188032[/C][C]174.256091811968[/C][/ROW]
[ROW][C]195[/C][C]23.979[/C][C]252.805405398883[/C][C]-228.826405398883[/C][/ROW]
[ROW][C]196[/C][C]299.573[/C][C]272.357128457325[/C][C]27.2158715426749[/C][/ROW]
[ROW][C]197[/C][C]313.549[/C][C]296.077940202728[/C][C]17.4710597972722[/C][/ROW]
[ROW][C]198[/C][C]343.399[/C][C]309.280835957492[/C][C]34.1181640425076[/C][/ROW]
[ROW][C]199[/C][C]34.012[/C][C]248.898991898155[/C][C]-214.886991898155[/C][/ROW]
[ROW][C]200[/C][C]309.104[/C][C]309.355344050309[/C][C]-0.251344050308833[/C][/ROW]
[ROW][C]201[/C][C]445.435[/C][C]283.713117338945[/C][C]161.721882661055[/C][/ROW]
[ROW][C]202[/C][C]418.965[/C][C]319.633815690388[/C][C]99.3311843096115[/C][/ROW]
[ROW][C]203[/C][C]373.767[/C][C]294.129814541186[/C][C]79.6371854588142[/C][/ROW]
[ROW][C]204[/C][C]420.469[/C][C]268.091012257405[/C][C]152.377987742595[/C][/ROW]
[ROW][C]205[/C][C]256.495[/C][C]202.958078989884[/C][C]53.5369210101159[/C][/ROW]
[ROW][C]206[/C][C]256.495[/C][C]264.693461582281[/C][C]-8.19846158228125[/C][/ROW]
[ROW][C]207[/C][C]485.981[/C][C]342.989828895718[/C][C]142.991171104282[/C][/ROW]
[ROW][C]208[/C][C]525.227[/C][C]282.603494761135[/C][C]242.623505238865[/C][/ROW]
[ROW][C]209[/C][C]263.906[/C][C]263.719357560161[/C][C]0.186642439839472[/C][/ROW]
[ROW][C]210[/C][C]313.549[/C][C]264.284277101714[/C][C]49.2647228982862[/C][/ROW]
[ROW][C]211[/C][C]194.591[/C][C]289.836297002012[/C][C]-95.2452970020121[/C][/ROW]
[ROW][C]212[/C][C]34.012[/C][C]223.389549626958[/C][C]-189.377549626958[/C][/ROW]
[ROW][C]213[/C][C]472.739[/C][C]252.799439451627[/C][C]219.939560548373[/C][/ROW]
[ROW][C]214[/C][C]33.673[/C][C]263.91847066387[/C][C]-230.24547066387[/C][/ROW]
[ROW][C]215[/C][C]32.581[/C][C]315.466456275326[/C][C]-282.885456275326[/C][/ROW]
[ROW][C]216[/C][C]373.767[/C][C]300.750691119785[/C][C]73.0163088802154[/C][/ROW]
[ROW][C]217[/C][C]179.176[/C][C]271.396182489556[/C][C]-92.2201824895558[/C][/ROW]
[ROW][C]218[/C][C]406.044[/C][C]262.472549798447[/C][C]143.571450201553[/C][/ROW]
[ROW][C]219[/C][C]391.202[/C][C]295.664377241313[/C][C]95.5376227586873[/C][/ROW]
[ROW][C]220[/C][C]0.69315[/C][C]303.235771923351[/C][C]-302.542621923351[/C][/ROW]
[ROW][C]221[/C][C]160.944[/C][C]215.445052873079[/C][C]-54.501052873079[/C][/ROW]
[ROW][C]222[/C][C]446.591[/C][C]283.457555546729[/C][C]163.133444453271[/C][/ROW]
[ROW][C]223[/C][C]317.805[/C][C]325.012899707666[/C][C]-7.20789970766552[/C][/ROW]
[ROW][C]224[/C][C]289.037[/C][C]281.005546848704[/C][C]8.03145315129616[/C][/ROW]
[ROW][C]225[/C][C]417.439[/C][C]330.803647552329[/C][C]86.6353524476713[/C][/ROW]
[ROW][C]226[/C][C]373.767[/C][C]313.579768588458[/C][C]60.1872314115416[/C][/ROW]
[ROW][C]227[/C][C]400.733[/C][C]295.2826965904[/C][C]105.4503034096[/C][/ROW]
[ROW][C]228[/C][C]304.452[/C][C]298.751714533489[/C][C]5.70028546651057[/C][/ROW]
[ROW][C]229[/C][C]263.906[/C][C]274.71397058699[/C][C]-10.8079705869896[/C][/ROW]
[ROW][C]230[/C][C]411.087[/C][C]295.801281381272[/C][C]115.285718618728[/C][/ROW]
[ROW][C]231[/C][C]447.734[/C][C]295.030224035362[/C][C]152.703775964638[/C][/ROW]
[ROW][C]232[/C][C]317.805[/C][C]295.495698717374[/C][C]22.309301282626[/C][/ROW]
[ROW][C]233[/C][C]33.322[/C][C]254.433264157586[/C][C]-221.111264157586[/C][/ROW]
[ROW][C]234[/C][C]0.69315[/C][C]259.391097445834[/C][C]-258.697947445834[/C][/ROW]
[ROW][C]235[/C][C]458.497[/C][C]312.003439982814[/C][C]146.493560017186[/C][/ROW]
[ROW][C]236[/C][C]0.69315[/C][C]240.161425548769[/C][C]-239.468275548769[/C][/ROW]
[ROW][C]237[/C][C]34.012[/C][C]286.147758957113[/C][C]-252.135758957113[/C][/ROW]
[ROW][C]238[/C][C]207.944[/C][C]312.486513602024[/C][C]-104.542513602024[/C][/ROW]
[ROW][C]239[/C][C]455.388[/C][C]289.890579663502[/C][C]165.497420336498[/C][/ROW]
[ROW][C]240[/C][C]321.888[/C][C]275.607722221462[/C][C]46.2802777785381[/C][/ROW]
[ROW][C]241[/C][C]277.259[/C][C]268.586193844732[/C][C]8.67280615526829[/C][/ROW]
[ROW][C]242[/C][C]329.584[/C][C]245.195251837338[/C][C]84.3887481626623[/C][/ROW]
[ROW][C]243[/C][C]33.322[/C][C]282.287974822076[/C][C]-248.965974822076[/C][/ROW]
[ROW][C]244[/C][C]402.535[/C][C]312.921650024085[/C][C]89.6133499759154[/C][/ROW]
[ROW][C]245[/C][C]438.203[/C][C]304.310163520358[/C][C]133.892836479642[/C][/ROW]
[ROW][C]246[/C][C]299.573[/C][C]273.027865474052[/C][C]26.5451345259475[/C][/ROW]
[ROW][C]247[/C][C]355.535[/C][C]262.158582435087[/C][C]93.3764175649133[/C][/ROW]
[ROW][C]248[/C][C]32.581[/C][C]295.55006668088[/C][C]-262.96906668088[/C][/ROW]
[ROW][C]249[/C][C]447.734[/C][C]314.219584405418[/C][C]133.514415594582[/C][/ROW]
[ROW][C]250[/C][C]406.044[/C][C]264.19528376854[/C][C]141.84871623146[/C][/ROW]
[ROW][C]251[/C][C]321.888[/C][C]303.21353400714[/C][C]18.6744659928605[/C][/ROW]
[ROW][C]252[/C][C]446.591[/C][C]297.911901856148[/C][C]148.679098143852[/C][/ROW]
[ROW][C]253[/C][C]313.549[/C][C]254.34305322062[/C][C]59.2059467793804[/C][/ROW]
[ROW][C]254[/C][C]230.259[/C][C]232.799828867583[/C][C]-2.54082886758338[/C][/ROW]
[ROW][C]255[/C][C]361.092[/C][C]314.254608440695[/C][C]46.837391559305[/C][/ROW]
[ROW][C]256[/C][C]313.549[/C][C]211.120439222443[/C][C]102.428560777557[/C][/ROW]
[ROW][C]257[/C][C]389.182[/C][C]319.132053985661[/C][C]70.0499460143388[/C][/ROW]
[ROW][C]258[/C][C]321.888[/C][C]275.487836701658[/C][C]46.4001632983416[/C][/ROW]
[ROW][C]259[/C][C]317.805[/C][C]265.179787494003[/C][C]52.6252125059966[/C][/ROW]
[ROW][C]260[/C][C]373.767[/C][C]294.272812599089[/C][C]79.4941874009111[/C][/ROW]
[ROW][C]261[/C][C]23.979[/C][C]285.132617574859[/C][C]-261.153617574859[/C][/ROW]
[ROW][C]262[/C][C]368.888[/C][C]328.748773664892[/C][C]40.1392263351081[/C][/ROW]
[ROW][C]263[/C][C]426.268[/C][C]304.566029288509[/C][C]121.701970711491[/C][/ROW]
[ROW][C]264[/C][C]494.164[/C][C]315.75498060317[/C][C]178.40901939683[/C][/ROW]
[ROW][C]265[/C][C]329.584[/C][C]290.617231144645[/C][C]38.9667688553549[/C][/ROW]
[ROW][C]266[/C][C]207.944[/C][C]267.392875354[/C][C]-59.4488753540002[/C][/ROW]
[ROW][C]267[/C][C]219.722[/C][C]306.193298551651[/C][C]-86.4712985516505[/C][/ROW]
[ROW][C]268[/C][C]207.944[/C][C]283.473395821605[/C][C]-75.5293958216046[/C][/ROW]
[ROW][C]269[/C][C]454.329[/C][C]274.581043896204[/C][C]179.747956103796[/C][/ROW]
[ROW][C]270[/C][C]207.944[/C][C]309.811482134082[/C][C]-101.867482134082[/C][/ROW]
[ROW][C]271[/C][C]436.945[/C][C]296.992799295828[/C][C]139.952200704172[/C][/ROW]
[ROW][C]272[/C][C]397.029[/C][C]301.530989354906[/C][C]95.4980106450939[/C][/ROW]
[ROW][C]273[/C][C]398.898[/C][C]240.064559380793[/C][C]158.833440619207[/C][/ROW]
[ROW][C]274[/C][C]299.573[/C][C]290.375754859721[/C][C]9.19724514027912[/C][/ROW]
[ROW][C]275[/C][C]352.636[/C][C]313.236797881858[/C][C]39.3992021181423[/C][/ROW]
[ROW][C]276[/C][C]299.573[/C][C]283.135481473373[/C][C]16.4375185266274[/C][/ROW]
[ROW][C]277[/C][C]539.363[/C][C]280.582987256308[/C][C]258.780012743692[/C][/ROW]
[ROW][C]278[/C][C]363.759[/C][C]292.308238255524[/C][C]71.4507617444758[/C][/ROW]
[ROW][C]279[/C][C]230.259[/C][C]263.25284395276[/C][C]-32.9938439527601[/C][/ROW]
[ROW][C]280[/C][C]492.725[/C][C]298.396514253353[/C][C]194.328485746647[/C][/ROW]
[ROW][C]281[/C][C]294.444[/C][C]293.308495958837[/C][C]1.13550404116325[/C][/ROW]
[ROW][C]282[/C][C]270.805[/C][C]308.119899830036[/C][C]-37.3148998300362[/C][/ROW]
[ROW][C]283[/C][C]207.944[/C][C]323.848869923481[/C][C]-115.904869923481[/C][/ROW]
[ROW][C]284[/C][C]34.012[/C][C]296.077700363814[/C][C]-262.065700363814[/C][/ROW]
[ROW][C]285[/C][C]505.625[/C][C]326.927155425743[/C][C]178.697844574257[/C][/ROW]
[ROW][C]286[/C][C]493.447[/C][C]355.176928956292[/C][C]138.270071043708[/C][/ROW]
[ROW][C]287[/C][C]256.495[/C][C]265.188804654828[/C][C]-8.69380465482802[/C][/ROW]
[ROW][C]288[/C][C]304.452[/C][C]277.157055390035[/C][C]27.2949446099653[/C][/ROW]
[ROW][C]289[/C][C]138.629[/C][C]232.292604092203[/C][C]-93.6636040922033[/C][/ROW]
[ROW][C]290[/C][C]277.259[/C][C]251.695058033111[/C][C]25.5639419668892[/C][/ROW]
[ROW][C]291[/C][C]391.202[/C][C]259.810513919465[/C][C]131.391486080535[/C][/ROW]
[ROW][C]292[/C][C]435.671[/C][C]313.590391503064[/C][C]122.080608496936[/C][/ROW]
[ROW][C]293[/C][C]34.012[/C][C]303.63839088729[/C][C]-269.62639088729[/C][/ROW]
[ROW][C]294[/C][C]402.535[/C][C]307.142459755561[/C][C]95.3925402444394[/C][/ROW]
[ROW][C]295[/C][C]373.767[/C][C]269.412301501053[/C][C]104.354698498947[/C][/ROW]
[ROW][C]296[/C][C]294.444[/C][C]269.396247040409[/C][C]25.0477529595907[/C][/ROW]
[ROW][C]297[/C][C]409.434[/C][C]274.464130242136[/C][C]134.969869757864[/C][/ROW]
[ROW][C]298[/C][C]304.452[/C][C]204.263499310809[/C][C]100.188500689191[/C][/ROW]
[ROW][C]299[/C][C]317.805[/C][C]298.439041672063[/C][C]19.3659583279369[/C][/ROW]
[ROW][C]300[/C][C]256.495[/C][C]285.351342091931[/C][C]-28.8563420919315[/C][/ROW]
[ROW][C]301[/C][C]263.906[/C][C]261.246819594804[/C][C]2.65918040519609[/C][/ROW]
[ROW][C]302[/C][C]309.104[/C][C]270.141275218359[/C][C]38.962724781641[/C][/ROW]
[ROW][C]303[/C][C]34.012[/C][C]294.181543190573[/C][C]-260.169543190573[/C][/ROW]
[ROW][C]304[/C][C]219.722[/C][C]281.889796438695[/C][C]-62.1677964386949[/C][/ROW]
[ROW][C]305[/C][C]37.612[/C][C]281.148041330157[/C][C]-243.536041330157[/C][/ROW]
[ROW][C]306[/C][C]277.259[/C][C]281.659755245046[/C][C]-4.40075524504636[/C][/ROW]
[ROW][C]307[/C][C]34.012[/C][C]259.762708734569[/C][C]-225.750708734569[/C][/ROW]
[ROW][C]308[/C][C]361.092[/C][C]299.375486573226[/C][C]61.7165134267739[/C][/ROW]
[ROW][C]309[/C][C]33.673[/C][C]292.530403891495[/C][C]-258.857403891495[/C][/ROW]
[ROW][C]310[/C][C]0.69315[/C][C]230.232462232213[/C][C]-229.539312232213[/C][/ROW]
[ROW][C]311[/C][C]294.444[/C][C]265.410555536224[/C][C]29.0334444637755[/C][/ROW]
[ROW][C]312[/C][C]417.439[/C][C]270.593719405975[/C][C]146.845280594025[/C][/ROW]
[ROW][C]313[/C][C]283.321[/C][C]311.728041565483[/C][C]-28.4070415654834[/C][/ROW]
[ROW][C]314[/C][C]304.452[/C][C]265.164255238738[/C][C]39.2877447612623[/C][/ROW]
[ROW][C]315[/C][C]32.581[/C][C]281.244699837053[/C][C]-248.663699837053[/C][/ROW]
[ROW][C]316[/C][C]321.888[/C][C]283.039175470314[/C][C]38.8488245296859[/C][/ROW]
[ROW][C]317[/C][C]423.411[/C][C]337.974980980727[/C][C]85.4360190192734[/C][/ROW]
[ROW][C]318[/C][C]481.218[/C][C]309.380098702511[/C][C]171.837901297489[/C][/ROW]
[ROW][C]319[/C][C]439.445[/C][C]288.718878608696[/C][C]150.726121391304[/C][/ROW]
[ROW][C]320[/C][C]263.906[/C][C]275.484187518149[/C][C]-11.5781875181489[/C][/ROW]
[ROW][C]321[/C][C]32.581[/C][C]313.783128015999[/C][C]-281.202128015999[/C][/ROW]
[ROW][C]322[/C][C]194.591[/C][C]266.500837443042[/C][C]-71.9098374430424[/C][/ROW]
[ROW][C]323[/C][C]294.444[/C][C]282.416423221843[/C][C]12.0275767781572[/C][/ROW]
[ROW][C]324[/C][C]256.495[/C][C]276.124503544019[/C][C]-19.6295035440188[/C][/ROW]
[ROW][C]325[/C][C]321.888[/C][C]251.983048342096[/C][C]69.904951657904[/C][/ROW]
[ROW][C]326[/C][C]277.259[/C][C]275.108947852051[/C][C]2.15005214794853[/C][/ROW]
[ROW][C]327[/C][C]461.512[/C][C]308.652230347531[/C][C]152.859769652469[/C][/ROW]
[ROW][C]328[/C][C]160.944[/C][C]210.906397042434[/C][C]-49.9623970424342[/C][/ROW]
[ROW][C]329[/C][C]207.944[/C][C]237.079306122858[/C][C]-29.1353061228576[/C][/ROW]
[ROW][C]330[/C][C]38.712[/C][C]247.228249673731[/C][C]-208.516249673731[/C][/ROW]
[ROW][C]331[/C][C]317.805[/C][C]302.415573088432[/C][C]15.3894269115684[/C][/ROW]
[ROW][C]332[/C][C]358.352[/C][C]298.262790261553[/C][C]60.0892097384469[/C][/ROW]
[ROW][C]333[/C][C]468.213[/C][C]312.872615209873[/C][C]155.340384790127[/C][/ROW]
[ROW][C]334[/C][C]256.495[/C][C]305.314565008144[/C][C]-48.819565008144[/C][/ROW]
[ROW][C]335[/C][C]230.259[/C][C]266.393742326644[/C][C]-36.1347423266438[/C][/ROW]
[ROW][C]336[/C][C]355.535[/C][C]302.066140621742[/C][C]53.468859378258[/C][/ROW]
[ROW][C]337[/C][C]346.574[/C][C]285.393751651577[/C][C]61.1802483484233[/C][/ROW]
[ROW][C]338[/C][C]248.491[/C][C]266.564367921992[/C][C]-18.0733679219915[/C][/ROW]
[ROW][C]339[/C][C]421.951[/C][C]227.127877338969[/C][C]194.823122661031[/C][/ROW]
[ROW][C]340[/C][C]230.259[/C][C]266.019123542518[/C][C]-35.760123542518[/C][/ROW]
[ROW][C]341[/C][C]270.805[/C][C]287.693528618883[/C][C]-16.8885286188833[/C][/ROW]
[ROW][C]342[/C][C]299.573[/C][C]301.158974855831[/C][C]-1.58597485583148[/C][/ROW]
[ROW][C]343[/C][C]248.491[/C][C]268.652495907682[/C][C]-20.1614959076823[/C][/ROW]
[ROW][C]344[/C][C]313.549[/C][C]312.280925089296[/C][C]1.26807491070373[/C][/ROW]
[ROW][C]345[/C][C]415.888[/C][C]297.599732413048[/C][C]118.288267586952[/C][/ROW]
[ROW][C]346[/C][C]179.176[/C][C]289.417987659214[/C][C]-110.241987659214[/C][/ROW]
[ROW][C]347[/C][C]329.584[/C][C]307.374115087208[/C][C]22.2098849127917[/C][/ROW]
[ROW][C]348[/C][C]283.321[/C][C]267.668128317587[/C][C]15.6528716824127[/C][/ROW]
[ROW][C]349[/C][C]352.636[/C][C]257.395747744107[/C][C]95.2402522558933[/C][/ROW]
[ROW][C]350[/C][C]32.581[/C][C]259.844380012826[/C][C]-227.263380012826[/C][/ROW]
[ROW][C]351[/C][C]398.898[/C][C]291.209367834103[/C][C]107.688632165897[/C][/ROW]
[ROW][C]352[/C][C]160.944[/C][C]298.155478277848[/C][C]-137.211478277848[/C][/ROW]
[ROW][C]353[/C][C]349.651[/C][C]273.342968302544[/C][C]76.3080316974558[/C][/ROW]
[ROW][C]354[/C][C]317.805[/C][C]261.305813220146[/C][C]56.4991867798539[/C][/ROW]
[ROW][C]355[/C][C]467.283[/C][C]295.743738861753[/C][C]171.539261138247[/C][/ROW]
[ROW][C]356[/C][C]343.399[/C][C]280.160827844663[/C][C]63.2381721553374[/C][/ROW]
[ROW][C]357[/C][C]207.944[/C][C]273.66502804863[/C][C]-65.7210280486297[/C][/ROW]
[ROW][C]358[/C][C]329.584[/C][C]286.582274437013[/C][C]43.0017255629871[/C][/ROW]
[ROW][C]359[/C][C]230.259[/C][C]267.847384461433[/C][C]-37.5883844614326[/C][/ROW]
[ROW][C]360[/C][C]207.944[/C][C]259.322937876793[/C][C]-51.3789378767928[/C][/ROW]
[ROW][C]361[/C][C]0.69315[/C][C]240.017524957902[/C][C]-239.324374957902[/C][/ROW]
[ROW][C]362[/C][C]313.549[/C][C]298.809047799435[/C][C]14.7399522005652[/C][/ROW]
[ROW][C]363[/C][C]382.864[/C][C]349.453368120711[/C][C]33.4106318792891[/C][/ROW]
[ROW][C]364[/C][C]38.712[/C][C]308.216755843623[/C][C]-269.504755843623[/C][/ROW]
[ROW][C]365[/C][C]299.573[/C][C]252.003560695755[/C][C]47.5694393042452[/C][/ROW]
[ROW][C]366[/C][C]32.581[/C][C]280.257565623663[/C][C]-247.676565623663[/C][/ROW]
[ROW][C]367[/C][C]33.322[/C][C]309.905816363222[/C][C]-276.583816363222[/C][/ROW]
[ROW][C]368[/C][C]349.651[/C][C]299.936065027918[/C][C]49.7149349720821[/C][/ROW]
[ROW][C]369[/C][C]194.591[/C][C]265.107799734654[/C][C]-70.5167997346535[/C][/ROW]
[ROW][C]370[/C][C]457.471[/C][C]272.354296013783[/C][C]185.116703986217[/C][/ROW]
[ROW][C]371[/C][C]391.202[/C][C]296.549248622083[/C][C]94.6527513779172[/C][/ROW]
[ROW][C]372[/C][C]380.666[/C][C]297.702172266382[/C][C]82.9638277336185[/C][/ROW]
[ROW][C]373[/C][C]393.183[/C][C]266.68022075705[/C][C]126.50277924295[/C][/ROW]
[ROW][C]374[/C][C]248.491[/C][C]264.938574969234[/C][C]-16.4475749692343[/C][/ROW]
[ROW][C]375[/C][C]313.549[/C][C]294.428554008992[/C][C]19.120445991008[/C][/ROW]
[ROW][C]376[/C][C]294.444[/C][C]316.169126261603[/C][C]-21.7251262616029[/C][/ROW]
[ROW][C]377[/C][C]34.012[/C][C]308.431756373777[/C][C]-274.419756373777[/C][/ROW]
[ROW][C]378[/C][C]194.591[/C][C]267.790205989399[/C][C]-73.1992059893991[/C][/ROW]
[ROW][C]379[/C][C]317.805[/C][C]283.035564993482[/C][C]34.7694350065176[/C][/ROW]
[ROW][C]380[/C][C]321.888[/C][C]263.703395664887[/C][C]58.1846043351135[/C][/ROW]
[ROW][C]381[/C][C]263.906[/C][C]291.053993500024[/C][C]-27.1479935000237[/C][/ROW]
[ROW][C]382[/C][C]33.322[/C][C]297.563197984031[/C][C]-264.241197984031[/C][/ROW]
[ROW][C]383[/C][C]270.805[/C][C]258.983762139171[/C][C]11.821237860829[/C][/ROW]
[ROW][C]384[/C][C]378.419[/C][C]318.967603634134[/C][C]59.4513963658658[/C][/ROW]
[ROW][C]385[/C][C]378.419[/C][C]267.050109886329[/C][C]111.368890113671[/C][/ROW]
[ROW][C]386[/C][C]160.944[/C][C]304.470399641269[/C][C]-143.526399641269[/C][/ROW]
[ROW][C]387[/C][C]33.673[/C][C]296.806361061865[/C][C]-263.133361061865[/C][/ROW]
[ROW][C]388[/C][C]304.452[/C][C]264.137687097609[/C][C]40.3143129023906[/C][/ROW]
[ROW][C]389[/C][C]445.435[/C][C]342.416847636519[/C][C]103.018152363481[/C][/ROW]
[ROW][C]390[/C][C]194.591[/C][C]220.630137129761[/C][C]-26.039137129761[/C][/ROW]
[ROW][C]391[/C][C]263.906[/C][C]294.07731961021[/C][C]-30.1713196102102[/C][/ROW]
[ROW][C]392[/C][C]33.322[/C][C]299.65836703168[/C][C]-266.33636703168[/C][/ROW]
[ROW][C]393[/C][C]343.399[/C][C]242.156502665206[/C][C]101.242497334794[/C][/ROW]
[ROW][C]394[/C][C]389.182[/C][C]279.536805364368[/C][C]109.645194635632[/C][/ROW]
[ROW][C]395[/C][C]219.722[/C][C]277.23160094449[/C][C]-57.5096009444903[/C][/ROW]
[ROW][C]396[/C][C]459.512[/C][C]294.509638718576[/C][C]165.002361281424[/C][/ROW]
[ROW][C]397[/C][C]349.651[/C][C]275.193362936651[/C][C]74.457637063349[/C][/ROW]
[ROW][C]398[/C][C]283.321[/C][C]292.371890505854[/C][C]-9.05089050585355[/C][/ROW]
[ROW][C]399[/C][C]219.722[/C][C]262.52212607313[/C][C]-42.8001260731303[/C][/ROW]
[ROW][C]400[/C][C]289.037[/C][C]280.853569934573[/C][C]8.183430065427[/C][/ROW]
[ROW][C]401[/C][C]34.012[/C][C]304.3062098761[/C][C]-270.2942098761[/C][/ROW]
[ROW][C]402[/C][C]299.573[/C][C]289.762413096088[/C][C]9.81058690391201[/C][/ROW]
[ROW][C]403[/C][C]373.767[/C][C]272.28910753971[/C][C]101.47789246029[/C][/ROW]
[ROW][C]404[/C][C]294.444[/C][C]258.719756506722[/C][C]35.724243493278[/C][/ROW]
[ROW][C]405[/C][C]358.352[/C][C]284.885409630633[/C][C]73.4665903693666[/C][/ROW]
[ROW][C]406[/C][C]329.584[/C][C]314.975242307743[/C][C]14.6087576922566[/C][/ROW]
[ROW][C]407[/C][C]48.752[/C][C]296.364192766815[/C][C]-247.612192766815[/C][/ROW]
[ROW][C]408[/C][C]433.073[/C][C]292.758585321517[/C][C]140.314414678483[/C][/ROW]
[ROW][C]409[/C][C]329.584[/C][C]306.135904048335[/C][C]23.448095951665[/C][/ROW]
[ROW][C]410[/C][C]378.419[/C][C]307.809079102373[/C][C]70.6099208976267[/C][/ROW]
[ROW][C]411[/C][C]361.092[/C][C]239.446199413932[/C][C]121.645800586068[/C][/ROW]
[ROW][C]412[/C][C]283.321[/C][C]257.621855049404[/C][C]25.6991449505962[/C][/ROW]
[ROW][C]413[/C][C]37.612[/C][C]269.947991981712[/C][C]-232.335991981712[/C][/ROW]
[ROW][C]414[/C][C]358.352[/C][C]250.727434431787[/C][C]107.624565568213[/C][/ROW]
[ROW][C]415[/C][C]317.805[/C][C]251.436037856105[/C][C]66.3689621438954[/C][/ROW]
[ROW][C]416[/C][C]352.636[/C][C]284.248844412631[/C][C]68.3871555873695[/C][/ROW]
[ROW][C]417[/C][C]421.951[/C][C]276.508644733284[/C][C]145.442355266716[/C][/ROW]
[ROW][C]418[/C][C]393.183[/C][C]293.908175674066[/C][C]99.2748243259341[/C][/ROW]
[ROW][C]419[/C][C]230.259[/C][C]279.879398335023[/C][C]-49.6203983350226[/C][/ROW]
[ROW][C]420[/C][C]32.581[/C][C]232.85704086372[/C][C]-200.27604086372[/C][/ROW]
[ROW][C]421[/C][C]270.805[/C][C]378.85638267627[/C][C]-108.05138267627[/C][/ROW]
[ROW][C]422[/C][C]355.535[/C][C]266.560492389869[/C][C]88.9745076101314[/C][/ROW]
[ROW][C]423[/C][C]194.591[/C][C]277.443975173904[/C][C]-82.852975173904[/C][/ROW]
[ROW][C]424[/C][C]436.945[/C][C]268.936263701418[/C][C]168.008736298582[/C][/ROW]
[ROW][C]425[/C][C]470.048[/C][C]288.2447932472[/C][C]181.8032067528[/C][/ROW]
[ROW][C]426[/C][C]248.491[/C][C]246.110710307833[/C][C]2.38028969216662[/C][/ROW]
[ROW][C]427[/C][C]160.944[/C][C]281.876586047229[/C][C]-120.932586047229[/C][/ROW]
[ROW][C]428[/C][C]378.419[/C][C]324.99247477375[/C][C]53.4265252262505[/C][/ROW]
[ROW][C]429[/C][C]194.591[/C][C]270.046503482755[/C][C]-75.4555034827545[/C][/ROW]
[ROW][C]430[/C][C]309.104[/C][C]316.495748449405[/C][C]-7.39174844940541[/C][/ROW]
[ROW][C]431[/C][C]321.888[/C][C]282.714734787085[/C][C]39.1732652129151[/C][/ROW]
[ROW][C]432[/C][C]248.491[/C][C]344.104879457655[/C][C]-95.6138794576545[/C][/ROW]
[ROW][C]433[/C][C]219.722[/C][C]270.238214707862[/C][C]-50.5162147078619[/C][/ROW]
[ROW][C]434[/C][C]493.447[/C][C]326.213559574651[/C][C]167.233440425349[/C][/ROW]
[ROW][C]435[/C][C]404.305[/C][C]328.649013418749[/C][C]75.6559865812511[/C][/ROW]
[ROW][C]436[/C][C]451.086[/C][C]286.959682467941[/C][C]164.126317532059[/C][/ROW]
[ROW][C]437[/C][C]194.591[/C][C]237.207118157143[/C][C]-42.6161181571427[/C][/ROW]
[ROW][C]438[/C][C]309.104[/C][C]317.632105025149[/C][C]-8.52810502514894[/C][/ROW]
[ROW][C]439[/C][C]460.517[/C][C]300.824678498432[/C][C]159.692321501568[/C][/ROW]
[ROW][C]440[/C][C]363.759[/C][C]300.967795009981[/C][C]62.7912049900188[/C][/ROW]
[ROW][C]441[/C][C]346.574[/C][C]292.45393520612[/C][C]54.1200647938804[/C][/ROW]
[ROW][C]442[/C][C]38.712[/C][C]309.878801298595[/C][C]-271.166801298595[/C][/ROW]
[ROW][C]443[/C][C]515.329[/C][C]295.886896277588[/C][C]219.442103722412[/C][/ROW]
[ROW][C]444[/C][C]304.452[/C][C]298.169848166774[/C][C]6.28215183322603[/C][/ROW]
[ROW][C]445[/C][C]349.651[/C][C]303.870480482794[/C][C]45.7805195172061[/C][/ROW]
[ROW][C]446[/C][C]256.495[/C][C]249.970202941671[/C][C]6.52479705832913[/C][/ROW]
[ROW][C]447[/C][C]385.015[/C][C]269.376364174884[/C][C]115.638635825116[/C][/ROW]
[ROW][C]448[/C][C]248.491[/C][C]276.042132292677[/C][C]-27.5511322926769[/C][/ROW]
[ROW][C]449[/C][C]207.944[/C][C]263.922574151402[/C][C]-55.9785741514019[/C][/ROW]
[ROW][C]450[/C][C]299.573[/C][C]315.26742539839[/C][C]-15.6944253983901[/C][/ROW]
[ROW][C]451[/C][C]138.629[/C][C]311.518133438597[/C][C]-172.889133438597[/C][/ROW]
[ROW][C]452[/C][C]317.805[/C][C]287.77003556284[/C][C]30.0349644371604[/C][/ROW]
[ROW][C]453[/C][C]219.722[/C][C]263.889973539627[/C][C]-44.1679735396269[/C][/ROW]
[ROW][C]454[/C][C]355.535[/C][C]317.052001328038[/C][C]38.4829986719617[/C][/ROW]
[ROW][C]455[/C][C]38.712[/C][C]269.874917942273[/C][C]-231.162917942273[/C][/ROW]
[ROW][C]456[/C][C]34.012[/C][C]304.687132082866[/C][C]-270.675132082866[/C][/ROW]
[ROW][C]457[/C][C]304.452[/C][C]292.833526249283[/C][C]11.6184737507169[/C][/ROW]
[ROW][C]458[/C][C]434.381[/C][C]299.99977020191[/C][C]134.38122979809[/C][/ROW]
[ROW][C]459[/C][C]23.979[/C][C]286.105821037185[/C][C]-262.126821037185[/C][/ROW]
[ROW][C]460[/C][C]263.906[/C][C]309.753037016197[/C][C]-45.8470370161966[/C][/ROW]
[ROW][C]461[/C][C]256.495[/C][C]251.178895755695[/C][C]5.31610424430478[/C][/ROW]
[ROW][C]462[/C][C]33.322[/C][C]271.509981564132[/C][C]-238.187981564132[/C][/ROW]
[ROW][C]463[/C][C]256.495[/C][C]300.394635571327[/C][C]-43.8996355713274[/C][/ROW]
[ROW][C]464[/C][C]368.888[/C][C]288.531272123837[/C][C]80.3567278761635[/C][/ROW]
[ROW][C]465[/C][C]23.979[/C][C]286.221111450433[/C][C]-262.242111450433[/C][/ROW]
[ROW][C]466[/C][C]23.979[/C][C]281.657369372202[/C][C]-257.678369372202[/C][/ROW]
[ROW][C]467[/C][C]468.213[/C][C]267.450164684398[/C][C]200.762835315602[/C][/ROW]
[ROW][C]468[/C][C]304.452[/C][C]312.218645733501[/C][C]-7.76664573350089[/C][/ROW]
[ROW][C]469[/C][C]304.452[/C][C]319.713485393476[/C][C]-15.2614853934764[/C][/ROW]
[ROW][C]470[/C][C]219.722[/C][C]233.331809628598[/C][C]-13.6098096285976[/C][/ROW]
[ROW][C]471[/C][C]317.805[/C][C]307.18655955623[/C][C]10.6184404437699[/C][/ROW]
[ROW][C]472[/C][C]448.864[/C][C]267.651363509674[/C][C]181.212636490326[/C][/ROW]
[ROW][C]473[/C][C]230.259[/C][C]310.201059779064[/C][C]-79.9420597790639[/C][/ROW]
[ROW][C]474[/C][C]329.584[/C][C]300.448387149509[/C][C]29.1356128504907[/C][/ROW]
[ROW][C]475[/C][C]317.805[/C][C]314.085658781342[/C][C]3.71934121865837[/C][/ROW]
[ROW][C]476[/C][C]406.044[/C][C]260.298643751765[/C][C]145.745356248235[/C][/ROW]
[ROW][C]477[/C][C]415.888[/C][C]305.200816744493[/C][C]110.687183255507[/C][/ROW]
[ROW][C]478[/C][C]309.104[/C][C]264.617230634101[/C][C]44.4867693658989[/C][/ROW]
[ROW][C]479[/C][C]441.884[/C][C]289.917277876477[/C][C]151.966722123523[/C][/ROW]
[ROW][C]480[/C][C]289.037[/C][C]288.751886853044[/C][C]0.285113146956481[/C][/ROW]
[ROW][C]481[/C][C]109.861[/C][C]248.445640742886[/C][C]-138.584640742886[/C][/ROW]
[ROW][C]482[/C][C]343.399[/C][C]236.608795555333[/C][C]106.790204444667[/C][/ROW]
[ROW][C]483[/C][C]352.636[/C][C]277.564615843965[/C][C]75.0713841560346[/C][/ROW]
[ROW][C]484[/C][C]313.549[/C][C]272.74577874968[/C][C]40.8032212503197[/C][/ROW]
[ROW][C]485[/C][C]219.722[/C][C]253.994101631358[/C][C]-34.272101631358[/C][/ROW]
[ROW][C]486[/C][C]313.549[/C][C]303.224273672015[/C][C]10.3247263279854[/C][/ROW]
[ROW][C]487[/C][C]207.944[/C][C]272.831986267797[/C][C]-64.8879862677965[/C][/ROW]
[ROW][C]488[/C][C]363.759[/C][C]215.665391926685[/C][C]148.093608073315[/C][/ROW]
[ROW][C]489[/C][C]373.767[/C][C]283.869669585214[/C][C]89.8973304147859[/C][/ROW]
[ROW][C]490[/C][C]248.491[/C][C]263.789076495995[/C][C]-15.2980764959948[/C][/ROW]
[ROW][C]491[/C][C]194.591[/C][C]260.49895090236[/C][C]-65.9079509023604[/C][/ROW]
[ROW][C]492[/C][C]194.591[/C][C]299.126056840807[/C][C]-104.535056840807[/C][/ROW]
[ROW][C]493[/C][C]277.259[/C][C]223.191012857496[/C][C]54.0679871425038[/C][/ROW]
[ROW][C]494[/C][C]270.805[/C][C]294.141610746633[/C][C]-23.3366107466331[/C][/ROW]
[ROW][C]495[/C][C]179.176[/C][C]240.814074434238[/C][C]-61.6380744342378[/C][/ROW]
[ROW][C]496[/C][C]230.259[/C][C]278.605775180123[/C][C]-48.3467751801235[/C][/ROW]
[ROW][C]497[/C][C]411.087[/C][C]267.82032645395[/C][C]143.26667354605[/C][/ROW]
[ROW][C]498[/C][C]34.012[/C][C]287.353908405192[/C][C]-253.341908405192[/C][/ROW]
[ROW][C]499[/C][C]368.888[/C][C]296.398131569139[/C][C]72.4898684308608[/C][/ROW]
[ROW][C]500[/C][C]417.439[/C][C]325.880854026351[/C][C]91.5581459736492[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=195351&T=4

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=195351&T=4

As an alternative you can also use a QR Code:  
QR Code


The GUIDs for individual cells are displayed in the table below:

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolationForecastResidualsPrediction Error
1366.356300.14361701521466.2123829847862
2304.452294.44594308721610.0060569127836
3371.357254.863666274931116.493333725069
4294.444271.31237745281323.131622547187
5406.044206.865263995102199.178736004898
6368.888286.12837697443582.7596230255654
733.322277.225923916022-243.903923916022
833.673252.127595060716-218.454595060716
9207.944283.181174349768-75.2371743497679
10194.591253.7431393688-59.1521393688001
1133.322272.578569218199-239.256569218199
12321.888308.98998159311512.8980184068852
13109.861225.304576357684-115.443576357684
1453.845286.502979141084-232.657979141084
15393.183303.54556712924289.6374328707576
1633.673248.624110754213-214.951110754213
17283.321296.434719638572-13.1137196385719
18304.452289.2154940447415.2365059552598
19299.573284.1523073859515.4206926140499
20421.951289.844133498663132.106866501337
21304.452322.317765062684-17.865765062684
2237.612349.622952133106-312.010952133106
23358.352328.1496647952130.20233520479
24248.491262.450219798406-13.9592197984058
25248.491324.09600750499-75.6050075049899
2633.322301.399996231254-268.077996231254
27313.549287.38852129247726.1604787075233
28207.944303.162075207472-95.2180752074723
29368.888229.107760409405139.780239590595
30299.573235.04248996790464.5305100320957
31398.898285.09246162258113.80553837742
32304.452292.80383493357211.6481650664279
33355.535291.52206856750464.012931432496
34179.176290.384413352021-111.208413352021
35304.452270.18678180701534.2652181929854
36256.495287.71905959109-31.2240595910904
37436.945255.822430560326181.122569439674
38346.574296.13232334868950.4416766513112
39460.517299.744844819232160.772155180768
40309.104281.540812569327.5631874306997
41415.888302.007797270475113.880202729525
42179.176288.610525432828-109.434525432828
43248.491266.784939592739-18.2939395927392
44321.888295.90586983062625.9821301693741
45373.767301.29978865612672.4672113438736
4642.485290.176399005774-247.691399005774
4738.712262.089743444293-223.377743444293
48400.733296.197837324012104.535162675988
49294.444272.07110753635222.3728924636476
50309.104255.75660431540253.3473956845982
51194.591251.728446024529-57.1374460245292
52352.636317.41368491715135.2223150828492
5338.712307.473790561631-268.761790561631
54299.573287.89508148666211.6779185133383
55407.754305.012147686458102.741852313542
56321.888296.50988729096525.3781127090348
57349.651337.38665997670612.2643400232938
5832.581223.461816778574-190.880816778574
59299.573309.767486027796-10.1944860277957
60270.805301.290949608303-30.4859496083026
61309.104266.96226545039842.1417345496015
62406.044303.929648414067102.114351585933
63361.092315.33541734137845.7565826586222
64256.495286.169091977899-29.6740919778995
65160.944296.682417709872-135.738417709872
6650.876278.49123313084-227.61523313084
67230.259268.823452398494-38.5644523984938
6832.581295.138665009716-262.557665009716
69366.356310.35738441874155.9986155812592
70304.452315.305800136095-10.8538001360949
7134.012293.867025273457-259.855025273457
72304.452251.83759553646252.6144044635381
7334.012287.830168195569-253.818168195569
74355.535269.09687968512986.4381203148715
75397.029317.74548987287779.2835101271234
76472.739279.645219483044193.093780516956
77430.407288.861652949329141.54534705067
78256.495307.400742921651-50.9057429216506
79378.419278.46952752355599.9494724764448
80495.583290.403493077705205.179506922295
81366.356301.04216076805265.3138392319476
82526.786283.618177873962243.167822126038
83346.574256.65275700957189.9212429904286
84207.944230.750990641795-22.8069906417949
8533.673311.084271751746-277.411271751746
86329.584299.53038181604930.0536181839505
87219.722366.560150281218-146.838150281218
88343.399305.6346364779137.76436352209
8932.581322.875507304533-290.294507304533
90283.321290.811185631283-7.49018563128281
91363.759292.62446707187471.134532928126
92270.805271.857747941453-1.05274794145321
93299.573320.774159100926-21.2011591009264
94400.733335.21036401083465.522635989166
95343.399280.99778579841362.4012142015868
960.69315267.063415313193-266.370265313193
97352.636311.90164478207540.7343552179245
98263.906268.728112106852-4.82211210685185
99194.591299.067788605525-104.476788605525
100371.357311.24288464389260.1141153561082
101283.321304.963644162347-21.6426441623468
102343.399304.27629456220539.1227054377949
103329.584275.60525126476253.9787487352385
104317.805291.59184823257226.2131517674284
105481.218298.628023342939182.589976657061
106463.473256.769371517913206.703628482087
107304.452275.6998533572628.7521466427402
10838.712286.997437436946-248.285437436946
109368.888282.01803356274886.8699664372524
110433.073263.971227269541169.101772730459
111461.512317.033111296644144.478888703356
112443.082297.874601602946145.207398397054
11334.012278.53084889748-244.51884889748
114248.491310.260044243632-61.769044243632
115329.584290.94936409194438.6346359080561
116294.444310.168637967568-15.7246379675677
11733.673284.12485593595-250.45185593595
118289.037278.44004205658510.5969579434146
119490.527300.81535742243189.71164257757
120263.906271.528413251499-7.62241325149944
121329.584251.52420950565478.0597904943458
122371.357279.48809981765191.8689001823488
123439.445313.04345559264126.40154440736
124382.864297.63257410965385.2314258903468
125256.495264.7136473865-8.21864738649953
12633.322310.92576204804-277.60376204804
127313.549266.68813862479146.8608613752087
1280.69315298.354483447233-297.661333447233
129400.733269.772599377217130.960400622783
13032.581249.534900167037-216.953900167037
13132.581297.659169170248-265.078169170248
132484.419283.759814753766200.659185246234
133263.906253.87604470159310.0299552984073
134138.629236.97356001192-98.3445600119205
13532.581256.329287870638-223.748287870638
136230.259262.829316875464-32.5703168754638
137309.104244.27454404667364.8294559533265
138294.444266.24820698052128.1957930194793
13934.012305.322629531692-271.310629531692
140299.573272.11115433123727.4618456687626
141382.864254.53809724742128.32590275258
142230.259267.399838883936-37.1408388839356
143429.046299.982961735742129.063038264258
144441.884310.789914942697131.094085057303
14533.673287.484591909827-253.811591909827
146230.259254.199222588291-23.9402225882914
147398.898295.914051159004102.983948840996
148412.713268.135652366665144.577347633335
149368.888246.792721683461122.095278316539
150230.259248.387574343685-18.1285743436847
151329.584278.03316416123651.5508358387639
152313.549307.0009004162676.54809958373347
153207.944302.368413018767-94.4244130187666
154525.227298.778806149728226.448193850272
155378.419294.3931789974184.0258210025895
156397.029252.47811901743144.55088098257
157299.573271.22829072475328.3447092752474
158256.495272.593146799297-16.0981467992966
159321.888282.4279819350739.4600180649301
160138.629306.765557044895-168.136557044895
161313.549268.16802693875545.3809730612449
162406.044289.032543277826117.011456722174
163427.667301.425463481136126.241536518864
164349.651309.07282015237140.5781798476289
165321.888299.96029430809321.9277056919071
166407.754286.814611367283120.939388632717
167420.469266.066840503429154.402159496571
168418.965242.921990311566176.043009688434
169248.491302.987457719113-54.4964577191127
170109.861264.127547111611-154.266547111611
171248.491309.417321249134-60.9263212491336
172248.491272.328499623669-23.8374996236688
1730.69315295.677713185536-294.984563185536
174434.381295.561035182308138.819964817692
175263.906315.380401096188-51.4744010961884
176329.584285.18045975260344.4035402473973
177417.439301.067735059106116.371264940894
178371.357319.81784302900251.5391569709984
179402.535330.42936222450172.1056377754987
180485.203349.891337208067135.311662791933
181464.439293.448556661608170.990443338392
182363.759311.96776119005751.7912388099431
18334.012263.106186458852-229.094186458852
184179.176277.851278720951-98.6752787209506
185411.087273.153927957039137.933072042961
18633.673313.062747969071-279.389747969071
187444.265298.362300508893145.902699491106
188277.259277.425253583609-0.166253583609167
189371.357276.23921543318695.1177845668139
190517.048299.154964384666217.893035615334
191309.104282.11795467842826.9860453215715
192270.805249.10888335138221.6961166486177
193411.087282.449211335127128.637788664873
194479.579305.322908188032174.256091811968
19523.979252.805405398883-228.826405398883
196299.573272.35712845732527.2158715426749
197313.549296.07794020272817.4710597972722
198343.399309.28083595749234.1181640425076
19934.012248.898991898155-214.886991898155
200309.104309.355344050309-0.251344050308833
201445.435283.713117338945161.721882661055
202418.965319.63381569038899.3311843096115
203373.767294.12981454118679.6371854588142
204420.469268.091012257405152.377987742595
205256.495202.95807898988453.5369210101159
206256.495264.693461582281-8.19846158228125
207485.981342.989828895718142.991171104282
208525.227282.603494761135242.623505238865
209263.906263.7193575601610.186642439839472
210313.549264.28427710171449.2647228982862
211194.591289.836297002012-95.2452970020121
21234.012223.389549626958-189.377549626958
213472.739252.799439451627219.939560548373
21433.673263.91847066387-230.24547066387
21532.581315.466456275326-282.885456275326
216373.767300.75069111978573.0163088802154
217179.176271.396182489556-92.2201824895558
218406.044262.472549798447143.571450201553
219391.202295.66437724131395.5376227586873
2200.69315303.235771923351-302.542621923351
221160.944215.445052873079-54.501052873079
222446.591283.457555546729163.133444453271
223317.805325.012899707666-7.20789970766552
224289.037281.0055468487048.03145315129616
225417.439330.80364755232986.6353524476713
226373.767313.57976858845860.1872314115416
227400.733295.2826965904105.4503034096
228304.452298.7517145334895.70028546651057
229263.906274.71397058699-10.8079705869896
230411.087295.801281381272115.285718618728
231447.734295.030224035362152.703775964638
232317.805295.49569871737422.309301282626
23333.322254.433264157586-221.111264157586
2340.69315259.391097445834-258.697947445834
235458.497312.003439982814146.493560017186
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36632.581280.257565623663-247.676565623663
36733.322309.905816363222-276.583816363222
368349.651299.93606502791849.7149349720821
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371391.202296.54924862208394.6527513779172
372380.666297.70217226638282.9638277336185
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383270.805258.98376213917111.821237860829
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385378.419267.050109886329111.368890113671
386160.944304.470399641269-143.526399641269
38733.673296.806361061865-263.133361061865
388304.452264.13768709760940.3143129023906
389445.435342.416847636519103.018152363481
390194.591220.630137129761-26.039137129761
391263.906294.07731961021-30.1713196102102
39233.322299.65836703168-266.33636703168
393343.399242.156502665206101.242497334794
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395219.722277.23160094449-57.5096009444903
396459.512294.509638718576165.002361281424
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399219.722262.52212607313-42.8001260731303
400289.037280.8535699345738.183430065427
40134.012304.3062098761-270.2942098761
402299.573289.7624130960889.81058690391201
403373.767272.28910753971101.47789246029
404294.444258.71975650672235.724243493278
405358.352284.88540963063373.4665903693666
406329.584314.97524230774314.6087576922566
40748.752296.364192766815-247.612192766815
408433.073292.758585321517140.314414678483
409329.584306.13590404833523.448095951665
410378.419307.80907910237370.6099208976267
411361.092239.446199413932121.645800586068
412283.321257.62185504940425.6991449505962
41337.612269.947991981712-232.335991981712
414358.352250.727434431787107.624565568213
415317.805251.43603785610566.3689621438954
416352.636284.24884441263168.3871555873695
417421.951276.508644733284145.442355266716
418393.183293.90817567406699.2748243259341
419230.259279.879398335023-49.6203983350226
42032.581232.85704086372-200.27604086372
421270.805378.85638267627-108.05138267627
422355.535266.56049238986988.9745076101314
423194.591277.443975173904-82.852975173904
424436.945268.936263701418168.008736298582
425470.048288.2447932472181.8032067528
426248.491246.1107103078332.38028969216662
427160.944281.876586047229-120.932586047229
428378.419324.9924747737553.4265252262505
429194.591270.046503482755-75.4555034827545
430309.104316.495748449405-7.39174844940541
431321.888282.71473478708539.1732652129151
432248.491344.104879457655-95.6138794576545
433219.722270.238214707862-50.5162147078619
434493.447326.213559574651167.233440425349
435404.305328.64901341874975.6559865812511
436451.086286.959682467941164.126317532059
437194.591237.207118157143-42.6161181571427
438309.104317.632105025149-8.52810502514894
439460.517300.824678498432159.692321501568
440363.759300.96779500998162.7912049900188
441346.574292.4539352061254.1200647938804
44238.712309.878801298595-271.166801298595
443515.329295.886896277588219.442103722412
444304.452298.1698481667746.28215183322603
445349.651303.87048048279445.7805195172061
446256.495249.9702029416716.52479705832913
447385.015269.376364174884115.638635825116
448248.491276.042132292677-27.5511322926769
449207.944263.922574151402-55.9785741514019
450299.573315.26742539839-15.6944253983901
451138.629311.518133438597-172.889133438597
452317.805287.7700355628430.0349644371604
453219.722263.889973539627-44.1679735396269
454355.535317.05200132803838.4829986719617
45538.712269.874917942273-231.162917942273
45634.012304.687132082866-270.675132082866
457304.452292.83352624928311.6184737507169
458434.381299.99977020191134.38122979809
45923.979286.105821037185-262.126821037185
460263.906309.753037016197-45.8470370161966
461256.495251.1788957556955.31610424430478
46233.322271.509981564132-238.187981564132
463256.495300.394635571327-43.8996355713274
464368.888288.53127212383780.3567278761635
46523.979286.221111450433-262.242111450433
46623.979281.657369372202-257.678369372202
467468.213267.450164684398200.762835315602
468304.452312.218645733501-7.76664573350089
469304.452319.713485393476-15.2614853934764
470219.722233.331809628598-13.6098096285976
471317.805307.1865595562310.6184404437699
472448.864267.651363509674181.212636490326
473230.259310.201059779064-79.9420597790639
474329.584300.44838714950929.1356128504907
475317.805314.0856587813423.71934121865837
476406.044260.298643751765145.745356248235
477415.888305.200816744493110.687183255507
478309.104264.61723063410144.4867693658989
479441.884289.917277876477151.966722123523
480289.037288.7518868530440.285113146956481
481109.861248.445640742886-138.584640742886
482343.399236.608795555333106.790204444667
483352.636277.56461584396575.0713841560346
484313.549272.7457787496840.8032212503197
485219.722253.994101631358-34.272101631358
486313.549303.22427367201510.3247263279854
487207.944272.831986267797-64.8879862677965
488363.759215.665391926685148.093608073315
489373.767283.86966958521489.8973304147859
490248.491263.789076495995-15.2980764959948
491194.591260.49895090236-65.9079509023604
492194.591299.126056840807-104.535056840807
493277.259223.19101285749654.0679871425038
494270.805294.141610746633-23.3366107466331
495179.176240.814074434238-61.6380744342378
496230.259278.605775180123-48.3467751801235
497411.087267.82032645395143.26667354605
49834.012287.353908405192-253.341908405192
499368.888296.39813156913972.4898684308608
500417.439325.88085402635191.5581459736492






Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
110.9855252668855810.02894946622883790.0144747331144189
120.9744603626277530.05107927474449310.0255396373722465
130.9574995504339550.08500089913208980.0425004495660449
140.9593487533812090.08130249323758120.0406512466187906
150.9479773935771310.1040452128457370.0520226064228686
160.9310172800811010.1379654398377980.0689827199188989
170.8979692928853550.2040614142292890.102030707114645
180.8724551173836860.2550897652326280.127544882616314
190.8227913126058410.3544173747883170.177208687394159
200.8887881769663590.2224236460672810.111211823033641
210.8474213382854080.3051573234291840.152578661714592
220.8942996122941440.2114007754117130.105700387705856
230.8887496259924740.2225007480150530.111250374007526
240.8520198726141230.2959602547717540.147980127385877
250.8132969631241580.3734060737516830.186703036875842
260.8607864895063370.2784270209873250.139213510493663
270.8247338058678820.3505323882642360.175266194132118
280.7865391950292890.4269216099414220.213460804970711
290.7966293619282640.4067412761434720.203370638071736
300.7539104711511910.4921790576976180.246089528848809
310.7603103511940380.4793792976119230.239689648805962
320.7230197219006560.5539605561986880.276980278099344
330.6795556664391490.6408886671217020.320444333560851
340.6292249316508740.7415501366982520.370775068349126
350.5755516616714520.8488966766570970.424448338328548
360.5225178238355160.9549643523289670.477482176164484
370.4866403139323690.9732806278647370.513359686067631
380.4396649876223660.8793299752447330.560335012377634
390.5176908528975580.9646182942048830.482309147102442
400.4797972918619130.9595945837238260.520202708138087
410.4810613467429570.9621226934859140.518938653257043
420.4812528444183080.9625056888366160.518747155581692
430.431280549660130.8625610993202590.56871945033987
440.3853910844262850.7707821688525710.614608915573715
450.3513835517550780.7027671035101560.648616448244922
460.532172330688250.93565533862350.46782766931175
470.5488677945615640.9022644108768710.451132205438436
480.5335715037452440.9328569925095110.466428496254756
490.4871086062871710.9742172125743420.512891393712829
500.4423162285445080.8846324570890160.557683771455492
510.4099733643642820.8199467287285640.590026635635718
520.366516808719570.7330336174391410.63348319128043
530.501107389155080.9977852216898410.49889261084492
540.480283192433220.960566384866440.51971680756678
550.4708086472109890.9416172944219770.529191352789011
560.4347638400830760.8695276801661520.565236159916924
570.4043273028383720.8086546056767430.595672697161628
580.4356260632888270.8712521265776540.564373936711173
590.4055142441357720.8110284882715450.594485755864228
600.3680372493712090.7360744987424180.631962750628791
610.3328451315306280.6656902630612550.667154868469372
620.3281531360431220.6563062720862440.671846863956878
630.3016808660494350.6033617320988710.698319133950565
640.2691331568152540.5382663136305080.730866843184746
650.2611008973770350.5222017947540710.738899102622965
660.2809768885351540.5619537770703070.719023111464846
670.25129514584220.50259029168440.7487048541578
680.3216620786725290.6433241573450590.678337921327471
690.3249935586230820.6499871172461640.675006441376918
700.3004388752861240.6008777505722480.699561124713876
710.4387359141713750.8774718283427510.561264085828625
720.4021432736473660.8042865472947320.597856726352634
730.5128819532924080.9742360934151830.487118046707592
740.490008376787320.980016753574640.50999162321268
750.4968078630815370.9936157261630730.503192136918463
760.5567311590272450.8865376819455090.443268840972755
770.5758546297948410.8482907404103170.424145370205159
780.5417506282153510.9164987435692990.458249371784649
790.5226244687921520.9547510624156960.477375531207848
800.5708329515633080.8583340968733850.429167048436692
810.5505369010658070.8989261978683870.449463098934193
820.6043189007159850.7913621985680310.395681099284015
830.5815505506152220.8368988987695560.418449449384778
840.5473743602985720.9052512794028570.452625639701428
850.634433996200470.731132007599060.36556600379953
860.6052408919530590.7895182160938830.394759108046941
870.5894998673987530.8210002652024940.410500132601247
880.5607106191860740.8785787616278520.439289380813926
890.6746053142639140.6507893714721720.325394685736086
900.6440761843232620.7118476313534750.355923815676738
910.6236781567083070.7526436865833870.376321843291694
920.595440975852560.809118048294880.40455902414744
930.5645564563692180.8708870872615640.435443543630782
940.5579452311824440.8841095376351130.442054768817556
950.5444894628221030.9110210743557950.455510537177897
960.6362982071985020.7274035856029960.363701792801498
970.616086387342540.7678272253149210.38391361265746
980.5847606474803580.8304787050392840.415239352519642
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3990.8588067954896650.282386409020670.141193204510335
4000.839421066564920.321157866870160.16057893343508
4010.9081884694190970.1836230611618070.0918115305809033
4020.9000595470482060.1998809059035890.0999404529517944
4030.8885207561401110.2229584877197780.111479243859889
4040.8717430406430630.2565139187138730.128256959356937
4050.8559109308871640.2881781382256720.144089069112836
4060.8359417703227830.3281164593544350.164058229677217
4070.8753839916803750.249232016639250.124616008319625
4080.8724336835389190.2551326329221620.127566316461081
4090.8534612617050710.2930774765898580.146538738294929
4100.8372658377969380.3254683244061240.162734162203062
4110.8257444974892020.3485110050215960.174255502510798
4120.8030202499443520.3939595001112960.196979750055648
4130.8493510931015330.3012978137969340.150648906898467
4140.8395105220654050.3209789558691890.160489477934595
4150.8253842095867540.3492315808264920.174615790413246
4160.8107517379044890.3784965241910230.189248262095511
4170.8275602192426390.3448795615147220.172439780757361
4180.8177647194599030.3644705610801940.182235280540097
4190.7960769113103750.407846177379250.203923088689625
4200.8464055713193150.3071888573613690.153594428680685
4210.8288451048322690.3423097903354610.171154895167731
4220.8174843345943120.3650313308113760.182515665405688
4230.8012328209839770.3975343580320460.198767179016023
4240.8287105756597930.3425788486804150.171289424340207
4250.8401516680609390.3196966638781220.159848331939061
4260.8168156427031120.3663687145937770.183184357296888
4270.8071601736582130.3856796526835740.192839826341787
4280.790333590204330.419332819591340.20966640979567
4290.7637225409282290.4725549181435420.236277459071771
4300.7326768348414020.5346463303171960.267323165158598
4310.7122058448893210.5755883102213590.287794155110679
4320.7131795856476440.5736408287047120.286820414352356
4330.6798595766302990.6402808467394020.320140423369701
4340.7635784796298670.4728430407402670.236421520370133
4350.7373425747720710.5253148504558570.262657425227929
4360.7432794314201560.5134411371596880.256720568579844
4370.7201779182786850.5596441634426310.279822081721315
4380.6852155088798240.6295689822403520.314784491120176
4390.7611594182675080.4776811634649840.238840581732492
4400.7436811827217770.5126376345564470.256318817278223
4410.7179020677290470.5641958645419060.282097932270953
4420.7916498566479340.4167002867041320.208350143352066
4430.8635647424119510.2728705151760990.136435257588049
4440.8492832414903070.3014335170193870.150716758509693
4450.8341083499448480.3317833001103050.165891650055152
4460.8126332028024370.3747335943951260.187366797197563
4470.8266233493247110.3467533013505790.173376650675289
4480.8013920091977950.397215981604410.198607990802205
4490.809491017101720.3810179657965590.19050898289828
4500.7774665203229720.4450669593540560.222533479677028
4510.7504244794361920.4991510411276160.249575520563808
4520.7278063110702580.5443873778594840.272193688929742
4530.6892882317604950.6214235364790110.310711768239505
4540.6529912320090860.6940175359818280.347008767990914
4550.7756725370964150.4486549258071710.224327462903585
4560.8749944880196250.250011023960750.125005511980375
4570.8463351378380430.3073297243239150.153664862161957
4580.8238687521024920.3522624957950160.176131247897508
4590.8450188825331030.3099622349337940.154981117466897
4600.8111390199754350.3777219600491310.188860980024565
4610.7816507464371440.4366985071257120.218349253562856
4620.8897187379075670.2205625241848670.110281262092433
4630.8638050870615120.2723898258769760.136194912938488
4640.8403901087074740.3192197825850520.159609891292526
4650.9753623618749570.04927527625008630.0246376381250431
4660.9924106860503950.01517862789921020.00758931394960508
4670.9923546016425170.01529079671496650.00764539835748323
4680.988125033991540.02374993201692040.0118749660084602
4690.9829726886327610.03405462273447720.0170273113672386
4700.9746442982876530.05071140342469450.0253557017123473
4710.9624693550316690.07506128993666210.0375306449683311
4720.9517386239414410.09652275211711730.0482613760585586
4730.9401745465118080.1196509069763840.059825453488192
4740.9183165350929050.1633669298141890.0816834649070945
4750.9050812632675580.1898374734648840.0949187367324419
4760.883361232350790.2332775352984190.11663876764921
4770.9083811302119510.1832377395760980.0916188697880489
4780.8812118527258350.2375762945483310.118788147274165
4790.8990244125294910.2019511749410190.100975587470509
4800.8552707156464050.2894585687071890.144729284353595
4810.7974396583594140.4051206832811710.202560341640586
4820.7913380787184470.4173238425631060.208661921281553
4830.7128782841996080.5742434316007840.287121715800392
4840.6229851911174170.7540296177651650.377014808882583
4850.5458594661037450.9082810677925110.454140533896255
4860.4383862268392690.8767724536785370.561613773160731
4870.3405279532128980.6810559064257950.659472046787102
4880.2962845459164010.5925690918328010.703715454083599
4890.1980336143059680.3960672286119350.801966385694032

\begin{tabular}{lllllllll}
\hline
Goldfeld-Quandt test for Heteroskedasticity \tabularnewline
p-values & Alternative Hypothesis \tabularnewline
breakpoint index & greater & 2-sided & less \tabularnewline
11 & 0.985525266885581 & 0.0289494662288379 & 0.0144747331144189 \tabularnewline
12 & 0.974460362627753 & 0.0510792747444931 & 0.0255396373722465 \tabularnewline
13 & 0.957499550433955 & 0.0850008991320898 & 0.0425004495660449 \tabularnewline
14 & 0.959348753381209 & 0.0813024932375812 & 0.0406512466187906 \tabularnewline
15 & 0.947977393577131 & 0.104045212845737 & 0.0520226064228686 \tabularnewline
16 & 0.931017280081101 & 0.137965439837798 & 0.0689827199188989 \tabularnewline
17 & 0.897969292885355 & 0.204061414229289 & 0.102030707114645 \tabularnewline
18 & 0.872455117383686 & 0.255089765232628 & 0.127544882616314 \tabularnewline
19 & 0.822791312605841 & 0.354417374788317 & 0.177208687394159 \tabularnewline
20 & 0.888788176966359 & 0.222423646067281 & 0.111211823033641 \tabularnewline
21 & 0.847421338285408 & 0.305157323429184 & 0.152578661714592 \tabularnewline
22 & 0.894299612294144 & 0.211400775411713 & 0.105700387705856 \tabularnewline
23 & 0.888749625992474 & 0.222500748015053 & 0.111250374007526 \tabularnewline
24 & 0.852019872614123 & 0.295960254771754 & 0.147980127385877 \tabularnewline
25 & 0.813296963124158 & 0.373406073751683 & 0.186703036875842 \tabularnewline
26 & 0.860786489506337 & 0.278427020987325 & 0.139213510493663 \tabularnewline
27 & 0.824733805867882 & 0.350532388264236 & 0.175266194132118 \tabularnewline
28 & 0.786539195029289 & 0.426921609941422 & 0.213460804970711 \tabularnewline
29 & 0.796629361928264 & 0.406741276143472 & 0.203370638071736 \tabularnewline
30 & 0.753910471151191 & 0.492179057697618 & 0.246089528848809 \tabularnewline
31 & 0.760310351194038 & 0.479379297611923 & 0.239689648805962 \tabularnewline
32 & 0.723019721900656 & 0.553960556198688 & 0.276980278099344 \tabularnewline
33 & 0.679555666439149 & 0.640888667121702 & 0.320444333560851 \tabularnewline
34 & 0.629224931650874 & 0.741550136698252 & 0.370775068349126 \tabularnewline
35 & 0.575551661671452 & 0.848896676657097 & 0.424448338328548 \tabularnewline
36 & 0.522517823835516 & 0.954964352328967 & 0.477482176164484 \tabularnewline
37 & 0.486640313932369 & 0.973280627864737 & 0.513359686067631 \tabularnewline
38 & 0.439664987622366 & 0.879329975244733 & 0.560335012377634 \tabularnewline
39 & 0.517690852897558 & 0.964618294204883 & 0.482309147102442 \tabularnewline
40 & 0.479797291861913 & 0.959594583723826 & 0.520202708138087 \tabularnewline
41 & 0.481061346742957 & 0.962122693485914 & 0.518938653257043 \tabularnewline
42 & 0.481252844418308 & 0.962505688836616 & 0.518747155581692 \tabularnewline
43 & 0.43128054966013 & 0.862561099320259 & 0.56871945033987 \tabularnewline
44 & 0.385391084426285 & 0.770782168852571 & 0.614608915573715 \tabularnewline
45 & 0.351383551755078 & 0.702767103510156 & 0.648616448244922 \tabularnewline
46 & 0.53217233068825 & 0.9356553386235 & 0.46782766931175 \tabularnewline
47 & 0.548867794561564 & 0.902264410876871 & 0.451132205438436 \tabularnewline
48 & 0.533571503745244 & 0.932856992509511 & 0.466428496254756 \tabularnewline
49 & 0.487108606287171 & 0.974217212574342 & 0.512891393712829 \tabularnewline
50 & 0.442316228544508 & 0.884632457089016 & 0.557683771455492 \tabularnewline
51 & 0.409973364364282 & 0.819946728728564 & 0.590026635635718 \tabularnewline
52 & 0.36651680871957 & 0.733033617439141 & 0.63348319128043 \tabularnewline
53 & 0.50110738915508 & 0.997785221689841 & 0.49889261084492 \tabularnewline
54 & 0.48028319243322 & 0.96056638486644 & 0.51971680756678 \tabularnewline
55 & 0.470808647210989 & 0.941617294421977 & 0.529191352789011 \tabularnewline
56 & 0.434763840083076 & 0.869527680166152 & 0.565236159916924 \tabularnewline
57 & 0.404327302838372 & 0.808654605676743 & 0.595672697161628 \tabularnewline
58 & 0.435626063288827 & 0.871252126577654 & 0.564373936711173 \tabularnewline
59 & 0.405514244135772 & 0.811028488271545 & 0.594485755864228 \tabularnewline
60 & 0.368037249371209 & 0.736074498742418 & 0.631962750628791 \tabularnewline
61 & 0.332845131530628 & 0.665690263061255 & 0.667154868469372 \tabularnewline
62 & 0.328153136043122 & 0.656306272086244 & 0.671846863956878 \tabularnewline
63 & 0.301680866049435 & 0.603361732098871 & 0.698319133950565 \tabularnewline
64 & 0.269133156815254 & 0.538266313630508 & 0.730866843184746 \tabularnewline
65 & 0.261100897377035 & 0.522201794754071 & 0.738899102622965 \tabularnewline
66 & 0.280976888535154 & 0.561953777070307 & 0.719023111464846 \tabularnewline
67 & 0.2512951458422 & 0.5025902916844 & 0.7487048541578 \tabularnewline
68 & 0.321662078672529 & 0.643324157345059 & 0.678337921327471 \tabularnewline
69 & 0.324993558623082 & 0.649987117246164 & 0.675006441376918 \tabularnewline
70 & 0.300438875286124 & 0.600877750572248 & 0.699561124713876 \tabularnewline
71 & 0.438735914171375 & 0.877471828342751 & 0.561264085828625 \tabularnewline
72 & 0.402143273647366 & 0.804286547294732 & 0.597856726352634 \tabularnewline
73 & 0.512881953292408 & 0.974236093415183 & 0.487118046707592 \tabularnewline
74 & 0.49000837678732 & 0.98001675357464 & 0.50999162321268 \tabularnewline
75 & 0.496807863081537 & 0.993615726163073 & 0.503192136918463 \tabularnewline
76 & 0.556731159027245 & 0.886537681945509 & 0.443268840972755 \tabularnewline
77 & 0.575854629794841 & 0.848290740410317 & 0.424145370205159 \tabularnewline
78 & 0.541750628215351 & 0.916498743569299 & 0.458249371784649 \tabularnewline
79 & 0.522624468792152 & 0.954751062415696 & 0.477375531207848 \tabularnewline
80 & 0.570832951563308 & 0.858334096873385 & 0.429167048436692 \tabularnewline
81 & 0.550536901065807 & 0.898926197868387 & 0.449463098934193 \tabularnewline
82 & 0.604318900715985 & 0.791362198568031 & 0.395681099284015 \tabularnewline
83 & 0.581550550615222 & 0.836898898769556 & 0.418449449384778 \tabularnewline
84 & 0.547374360298572 & 0.905251279402857 & 0.452625639701428 \tabularnewline
85 & 0.63443399620047 & 0.73113200759906 & 0.36556600379953 \tabularnewline
86 & 0.605240891953059 & 0.789518216093883 & 0.394759108046941 \tabularnewline
87 & 0.589499867398753 & 0.821000265202494 & 0.410500132601247 \tabularnewline
88 & 0.560710619186074 & 0.878578761627852 & 0.439289380813926 \tabularnewline
89 & 0.674605314263914 & 0.650789371472172 & 0.325394685736086 \tabularnewline
90 & 0.644076184323262 & 0.711847631353475 & 0.355923815676738 \tabularnewline
91 & 0.623678156708307 & 0.752643686583387 & 0.376321843291694 \tabularnewline
92 & 0.59544097585256 & 0.80911804829488 & 0.40455902414744 \tabularnewline
93 & 0.564556456369218 & 0.870887087261564 & 0.435443543630782 \tabularnewline
94 & 0.557945231182444 & 0.884109537635113 & 0.442054768817556 \tabularnewline
95 & 0.544489462822103 & 0.911021074355795 & 0.455510537177897 \tabularnewline
96 & 0.636298207198502 & 0.727403585602996 & 0.363701792801498 \tabularnewline
97 & 0.61608638734254 & 0.767827225314921 & 0.38391361265746 \tabularnewline
98 & 0.584760647480358 & 0.830478705039284 & 0.415239352519642 \tabularnewline
99 & 0.576015955193587 & 0.847968089612826 & 0.423984044806413 \tabularnewline
100 & 0.552653188852361 & 0.894693622295277 & 0.447346811147639 \tabularnewline
101 & 0.524776054637819 & 0.950447890724362 & 0.475223945362181 \tabularnewline
102 & 0.50167741263682 & 0.996645174726361 & 0.49832258736318 \tabularnewline
103 & 0.472227897454687 & 0.944455794909375 & 0.527772102545313 \tabularnewline
104 & 0.440482169309885 & 0.88096433861977 & 0.559517830690115 \tabularnewline
105 & 0.457783868620545 & 0.91556773724109 & 0.542216131379455 \tabularnewline
106 & 0.516594691432559 & 0.966810617134882 & 0.483405308567441 \tabularnewline
107 & 0.485403923461222 & 0.970807846922445 & 0.514596076538778 \tabularnewline
108 & 0.568861448815876 & 0.862277102368249 & 0.431138551184124 \tabularnewline
109 & 0.544935947732988 & 0.910128104534024 & 0.455064052267012 \tabularnewline
110 & 0.552955301556409 & 0.894089396887181 & 0.44704469844359 \tabularnewline
111 & 0.557467268680002 & 0.885065462639996 & 0.442532731319998 \tabularnewline
112 & 0.572690991105951 & 0.854618017788098 & 0.427309008894049 \tabularnewline
113 & 0.612198290765475 & 0.775603418469049 & 0.387801709234525 \tabularnewline
114 & 0.592455788295786 & 0.815088423408427 & 0.407544211704214 \tabularnewline
115 & 0.578379971765572 & 0.843240056468856 & 0.421620028234428 \tabularnewline
116 & 0.549006543415488 & 0.901986913169025 & 0.450993456584512 \tabularnewline
117 & 0.620448341411207 & 0.759103317177586 & 0.379551658588793 \tabularnewline
118 & 0.597377141211145 & 0.80524571757771 & 0.402622858788855 \tabularnewline
119 & 0.629621041171827 & 0.740757917656347 & 0.370378958828173 \tabularnewline
120 & 0.600837965742552 & 0.798324068514896 & 0.399162034257448 \tabularnewline
121 & 0.575551497472426 & 0.848897005055147 & 0.424448502527574 \tabularnewline
122 & 0.554411962048749 & 0.891176075902501 & 0.445588037951251 \tabularnewline
123 & 0.572741378934112 & 0.854517242131776 & 0.427258621065888 \tabularnewline
124 & 0.560810291436683 & 0.878379417126634 & 0.439189708563317 \tabularnewline
125 & 0.533734094283375 & 0.93253181143325 & 0.466265905716625 \tabularnewline
126 & 0.643928176546251 & 0.712143646907498 & 0.356071823453749 \tabularnewline
127 & 0.625842466025756 & 0.748315067948487 & 0.374157533974244 \tabularnewline
128 & 0.726832709261657 & 0.546334581476687 & 0.273167290738343 \tabularnewline
129 & 0.727930321246476 & 0.544139357507047 & 0.272069678753524 \tabularnewline
130 & 0.752809775388067 & 0.494380449223866 & 0.247190224611933 \tabularnewline
131 & 0.798562405248922 & 0.402875189502155 & 0.201437594751078 \tabularnewline
132 & 0.823022713957003 & 0.353954572085993 & 0.176977286042997 \tabularnewline
133 & 0.805474870350832 & 0.389050259298335 & 0.194525129649168 \tabularnewline
134 & 0.792154894881521 & 0.415690210236957 & 0.207845105118479 \tabularnewline
135 & 0.817154322914731 & 0.365691354170539 & 0.182845677085269 \tabularnewline
136 & 0.798134495308021 & 0.403731009383957 & 0.201865504691979 \tabularnewline
137 & 0.792672903620278 & 0.414654192759444 & 0.207327096379722 \tabularnewline
138 & 0.772620925743146 & 0.454758148513709 & 0.227379074256854 \tabularnewline
139 & 0.83965989719265 & 0.320680205614699 & 0.16034010280735 \tabularnewline
140 & 0.822072594959542 & 0.355854810080916 & 0.177927405040458 \tabularnewline
141 & 0.816164446691043 & 0.367671106617915 & 0.183835553308957 \tabularnewline
142 & 0.802699945016247 & 0.394600109967506 & 0.197300054983753 \tabularnewline
143 & 0.799347727380322 & 0.401304545239355 & 0.200652272619678 \tabularnewline
144 & 0.80532044429275 & 0.389359111414499 & 0.19467955570725 \tabularnewline
145 & 0.859288817034618 & 0.281422365930764 & 0.140711182965382 \tabularnewline
146 & 0.844114476676497 & 0.311771046647006 & 0.155885523323503 \tabularnewline
147 & 0.837469126857077 & 0.325061746285847 & 0.162530873142923 \tabularnewline
148 & 0.838425776657533 & 0.323148446684933 & 0.161574223342466 \tabularnewline
149 & 0.83195923657226 & 0.33608152685548 & 0.16804076342774 \tabularnewline
150 & 0.814402054557119 & 0.371195890885763 & 0.185597945442881 \tabularnewline
151 & 0.798043742488045 & 0.40391251502391 & 0.201956257511955 \tabularnewline
152 & 0.778036400164124 & 0.443927199671753 & 0.221963599835876 \tabularnewline
153 & 0.764925847019985 & 0.470148305960029 & 0.235074152980015 \tabularnewline
154 & 0.809868016753451 & 0.380263966493098 & 0.190131983246549 \tabularnewline
155 & 0.801378394149939 & 0.397243211700122 & 0.198621605850061 \tabularnewline
156 & 0.804456110504481 & 0.391087778991039 & 0.195543889495519 \tabularnewline
157 & 0.786320834916278 & 0.427358330167445 & 0.213679165083722 \tabularnewline
158 & 0.768463606528944 & 0.463072786942111 & 0.231536393471056 \tabularnewline
159 & 0.748936792518467 & 0.502126414963066 & 0.251063207481533 \tabularnewline
160 & 0.754882694806635 & 0.49023461038673 & 0.245117305193365 \tabularnewline
161 & 0.735426029027087 & 0.529147941945827 & 0.264573970972913 \tabularnewline
162 & 0.729526969226978 & 0.540946061546043 & 0.270473030773022 \tabularnewline
163 & 0.724700175532455 & 0.55059964893509 & 0.275299824467545 \tabularnewline
164 & 0.704674079013248 & 0.590651841973504 & 0.295325920986752 \tabularnewline
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218 & 0.883967570592064 & 0.232064858815872 & 0.116032429407936 \tabularnewline
219 & 0.877852411344545 & 0.244295177310911 & 0.122147588655455 \tabularnewline
220 & 0.925543763405482 & 0.148912473189036 & 0.074456236594518 \tabularnewline
221 & 0.917934099539699 & 0.164131800920603 & 0.0820659004603015 \tabularnewline
222 & 0.923236340108438 & 0.153527319783124 & 0.0767636598915621 \tabularnewline
223 & 0.914896592529031 & 0.170206814941937 & 0.0851034074709687 \tabularnewline
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226 & 0.888782865767402 & 0.222434268465196 & 0.111217134232598 \tabularnewline
227 & 0.88454154016108 & 0.230916919677841 & 0.11545845983892 \tabularnewline
228 & 0.871631094904715 & 0.25673781019057 & 0.128368905095285 \tabularnewline
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260 & 0.90991073161334 & 0.18017853677332 & 0.0900892683866598 \tabularnewline
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267 & 0.916850346618271 & 0.166299306763458 & 0.0831496533817288 \tabularnewline
268 & 0.91030624864981 & 0.17938750270038 & 0.0896937513501899 \tabularnewline
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272 & 0.912340557241951 & 0.175318885516099 & 0.0876594427580493 \tabularnewline
273 & 0.915240299297742 & 0.169519401404516 & 0.084759700702258 \tabularnewline
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279 & 0.898794938274866 & 0.202410123450269 & 0.101205061725134 \tabularnewline
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281 & 0.901169535175543 & 0.197660929648914 & 0.0988304648244571 \tabularnewline
282 & 0.890351730137316 & 0.219296539725367 & 0.109648269862684 \tabularnewline
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290 & 0.893622114671593 & 0.212755770656813 & 0.106377885328407 \tabularnewline
291 & 0.89389471064956 & 0.212210578700879 & 0.10610528935044 \tabularnewline
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298 & 0.901841322356597 & 0.196317355286806 & 0.0981586776434028 \tabularnewline
299 & 0.890520338454059 & 0.218959323091882 & 0.109479661545941 \tabularnewline
300 & 0.878186081068062 & 0.243627837863875 & 0.121813918931938 \tabularnewline
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308 & 0.908165607103288 & 0.183668785793425 & 0.0918343928967124 \tabularnewline
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314 & 0.931001694434606 & 0.137996611130789 & 0.0689983055653944 \tabularnewline
315 & 0.951687897506081 & 0.0966242049878372 & 0.0483121024939186 \tabularnewline
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317 & 0.941752797279257 & 0.116494405441487 & 0.0582472027207434 \tabularnewline
318 & 0.948204023425026 & 0.103591953149948 & 0.051795976574974 \tabularnewline
319 & 0.950885919463171 & 0.098228161073658 & 0.049114080536829 \tabularnewline
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373 & 0.883916682825215 & 0.232166634349571 & 0.116083317174785 \tabularnewline
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380 & 0.857753987206506 & 0.284492025586988 & 0.142246012793494 \tabularnewline
381 & 0.841857653292688 & 0.316284693414624 & 0.158142346707312 \tabularnewline
382 & 0.884804143170958 & 0.230391713658083 & 0.115195856829042 \tabularnewline
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385 & 0.851643129250763 & 0.296713741498473 & 0.148356870749237 \tabularnewline
386 & 0.849857924321699 & 0.300284151356602 & 0.150142075678301 \tabularnewline
387 & 0.896347558697029 & 0.207304882605942 & 0.103652441302971 \tabularnewline
388 & 0.885077969772724 & 0.229844060454553 & 0.114922030227276 \tabularnewline
389 & 0.877541159423897 & 0.244917681152206 & 0.122458840576103 \tabularnewline
390 & 0.869413963519753 & 0.261172072960494 & 0.130586036480247 \tabularnewline
391 & 0.852414888674504 & 0.295170222650992 & 0.147585111325496 \tabularnewline
392 & 0.894014457090827 & 0.211971085818347 & 0.105985542909173 \tabularnewline
393 & 0.890956726203552 & 0.218086547592896 & 0.109043273796448 \tabularnewline
394 & 0.884987872050282 & 0.230024255899435 & 0.115012127949718 \tabularnewline
395 & 0.873021480600126 & 0.253957038799749 & 0.126978519399874 \tabularnewline
396 & 0.896372174291643 & 0.207255651416714 & 0.103627825708357 \tabularnewline
397 & 0.883018999684302 & 0.233962000631396 & 0.116981000315698 \tabularnewline
398 & 0.868062567164821 & 0.263874865670359 & 0.131937432835179 \tabularnewline
399 & 0.858806795489665 & 0.28238640902067 & 0.141193204510335 \tabularnewline
400 & 0.83942106656492 & 0.32115786687016 & 0.16057893343508 \tabularnewline
401 & 0.908188469419097 & 0.183623061161807 & 0.0918115305809033 \tabularnewline
402 & 0.900059547048206 & 0.199880905903589 & 0.0999404529517944 \tabularnewline
403 & 0.888520756140111 & 0.222958487719778 & 0.111479243859889 \tabularnewline
404 & 0.871743040643063 & 0.256513918713873 & 0.128256959356937 \tabularnewline
405 & 0.855910930887164 & 0.288178138225672 & 0.144089069112836 \tabularnewline
406 & 0.835941770322783 & 0.328116459354435 & 0.164058229677217 \tabularnewline
407 & 0.875383991680375 & 0.24923201663925 & 0.124616008319625 \tabularnewline
408 & 0.872433683538919 & 0.255132632922162 & 0.127566316461081 \tabularnewline
409 & 0.853461261705071 & 0.293077476589858 & 0.146538738294929 \tabularnewline
410 & 0.837265837796938 & 0.325468324406124 & 0.162734162203062 \tabularnewline
411 & 0.825744497489202 & 0.348511005021596 & 0.174255502510798 \tabularnewline
412 & 0.803020249944352 & 0.393959500111296 & 0.196979750055648 \tabularnewline
413 & 0.849351093101533 & 0.301297813796934 & 0.150648906898467 \tabularnewline
414 & 0.839510522065405 & 0.320978955869189 & 0.160489477934595 \tabularnewline
415 & 0.825384209586754 & 0.349231580826492 & 0.174615790413246 \tabularnewline
416 & 0.810751737904489 & 0.378496524191023 & 0.189248262095511 \tabularnewline
417 & 0.827560219242639 & 0.344879561514722 & 0.172439780757361 \tabularnewline
418 & 0.817764719459903 & 0.364470561080194 & 0.182235280540097 \tabularnewline
419 & 0.796076911310375 & 0.40784617737925 & 0.203923088689625 \tabularnewline
420 & 0.846405571319315 & 0.307188857361369 & 0.153594428680685 \tabularnewline
421 & 0.828845104832269 & 0.342309790335461 & 0.171154895167731 \tabularnewline
422 & 0.817484334594312 & 0.365031330811376 & 0.182515665405688 \tabularnewline
423 & 0.801232820983977 & 0.397534358032046 & 0.198767179016023 \tabularnewline
424 & 0.828710575659793 & 0.342578848680415 & 0.171289424340207 \tabularnewline
425 & 0.840151668060939 & 0.319696663878122 & 0.159848331939061 \tabularnewline
426 & 0.816815642703112 & 0.366368714593777 & 0.183184357296888 \tabularnewline
427 & 0.807160173658213 & 0.385679652683574 & 0.192839826341787 \tabularnewline
428 & 0.79033359020433 & 0.41933281959134 & 0.20966640979567 \tabularnewline
429 & 0.763722540928229 & 0.472554918143542 & 0.236277459071771 \tabularnewline
430 & 0.732676834841402 & 0.534646330317196 & 0.267323165158598 \tabularnewline
431 & 0.712205844889321 & 0.575588310221359 & 0.287794155110679 \tabularnewline
432 & 0.713179585647644 & 0.573640828704712 & 0.286820414352356 \tabularnewline
433 & 0.679859576630299 & 0.640280846739402 & 0.320140423369701 \tabularnewline
434 & 0.763578479629867 & 0.472843040740267 & 0.236421520370133 \tabularnewline
435 & 0.737342574772071 & 0.525314850455857 & 0.262657425227929 \tabularnewline
436 & 0.743279431420156 & 0.513441137159688 & 0.256720568579844 \tabularnewline
437 & 0.720177918278685 & 0.559644163442631 & 0.279822081721315 \tabularnewline
438 & 0.685215508879824 & 0.629568982240352 & 0.314784491120176 \tabularnewline
439 & 0.761159418267508 & 0.477681163464984 & 0.238840581732492 \tabularnewline
440 & 0.743681182721777 & 0.512637634556447 & 0.256318817278223 \tabularnewline
441 & 0.717902067729047 & 0.564195864541906 & 0.282097932270953 \tabularnewline
442 & 0.791649856647934 & 0.416700286704132 & 0.208350143352066 \tabularnewline
443 & 0.863564742411951 & 0.272870515176099 & 0.136435257588049 \tabularnewline
444 & 0.849283241490307 & 0.301433517019387 & 0.150716758509693 \tabularnewline
445 & 0.834108349944848 & 0.331783300110305 & 0.165891650055152 \tabularnewline
446 & 0.812633202802437 & 0.374733594395126 & 0.187366797197563 \tabularnewline
447 & 0.826623349324711 & 0.346753301350579 & 0.173376650675289 \tabularnewline
448 & 0.801392009197795 & 0.39721598160441 & 0.198607990802205 \tabularnewline
449 & 0.80949101710172 & 0.381017965796559 & 0.19050898289828 \tabularnewline
450 & 0.777466520322972 & 0.445066959354056 & 0.222533479677028 \tabularnewline
451 & 0.750424479436192 & 0.499151041127616 & 0.249575520563808 \tabularnewline
452 & 0.727806311070258 & 0.544387377859484 & 0.272193688929742 \tabularnewline
453 & 0.689288231760495 & 0.621423536479011 & 0.310711768239505 \tabularnewline
454 & 0.652991232009086 & 0.694017535981828 & 0.347008767990914 \tabularnewline
455 & 0.775672537096415 & 0.448654925807171 & 0.224327462903585 \tabularnewline
456 & 0.874994488019625 & 0.25001102396075 & 0.125005511980375 \tabularnewline
457 & 0.846335137838043 & 0.307329724323915 & 0.153664862161957 \tabularnewline
458 & 0.823868752102492 & 0.352262495795016 & 0.176131247897508 \tabularnewline
459 & 0.845018882533103 & 0.309962234933794 & 0.154981117466897 \tabularnewline
460 & 0.811139019975435 & 0.377721960049131 & 0.188860980024565 \tabularnewline
461 & 0.781650746437144 & 0.436698507125712 & 0.218349253562856 \tabularnewline
462 & 0.889718737907567 & 0.220562524184867 & 0.110281262092433 \tabularnewline
463 & 0.863805087061512 & 0.272389825876976 & 0.136194912938488 \tabularnewline
464 & 0.840390108707474 & 0.319219782585052 & 0.159609891292526 \tabularnewline
465 & 0.975362361874957 & 0.0492752762500863 & 0.0246376381250431 \tabularnewline
466 & 0.992410686050395 & 0.0151786278992102 & 0.00758931394960508 \tabularnewline
467 & 0.992354601642517 & 0.0152907967149665 & 0.00764539835748323 \tabularnewline
468 & 0.98812503399154 & 0.0237499320169204 & 0.0118749660084602 \tabularnewline
469 & 0.982972688632761 & 0.0340546227344772 & 0.0170273113672386 \tabularnewline
470 & 0.974644298287653 & 0.0507114034246945 & 0.0253557017123473 \tabularnewline
471 & 0.962469355031669 & 0.0750612899366621 & 0.0375306449683311 \tabularnewline
472 & 0.951738623941441 & 0.0965227521171173 & 0.0482613760585586 \tabularnewline
473 & 0.940174546511808 & 0.119650906976384 & 0.059825453488192 \tabularnewline
474 & 0.918316535092905 & 0.163366929814189 & 0.0816834649070945 \tabularnewline
475 & 0.905081263267558 & 0.189837473464884 & 0.0949187367324419 \tabularnewline
476 & 0.88336123235079 & 0.233277535298419 & 0.11663876764921 \tabularnewline
477 & 0.908381130211951 & 0.183237739576098 & 0.0916188697880489 \tabularnewline
478 & 0.881211852725835 & 0.237576294548331 & 0.118788147274165 \tabularnewline
479 & 0.899024412529491 & 0.201951174941019 & 0.100975587470509 \tabularnewline
480 & 0.855270715646405 & 0.289458568707189 & 0.144729284353595 \tabularnewline
481 & 0.797439658359414 & 0.405120683281171 & 0.202560341640586 \tabularnewline
482 & 0.791338078718447 & 0.417323842563106 & 0.208661921281553 \tabularnewline
483 & 0.712878284199608 & 0.574243431600784 & 0.287121715800392 \tabularnewline
484 & 0.622985191117417 & 0.754029617765165 & 0.377014808882583 \tabularnewline
485 & 0.545859466103745 & 0.908281067792511 & 0.454140533896255 \tabularnewline
486 & 0.438386226839269 & 0.876772453678537 & 0.561613773160731 \tabularnewline
487 & 0.340527953212898 & 0.681055906425795 & 0.659472046787102 \tabularnewline
488 & 0.296284545916401 & 0.592569091832801 & 0.703715454083599 \tabularnewline
489 & 0.198033614305968 & 0.396067228611935 & 0.801966385694032 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=195351&T=5

[TABLE]
[ROW][C]Goldfeld-Quandt test for Heteroskedasticity[/C][/ROW]
[ROW][C]p-values[/C][C]Alternative Hypothesis[/C][/ROW]
[ROW][C]breakpoint index[/C][C]greater[/C][C]2-sided[/C][C]less[/C][/ROW]
[ROW][C]11[/C][C]0.985525266885581[/C][C]0.0289494662288379[/C][C]0.0144747331144189[/C][/ROW]
[ROW][C]12[/C][C]0.974460362627753[/C][C]0.0510792747444931[/C][C]0.0255396373722465[/C][/ROW]
[ROW][C]13[/C][C]0.957499550433955[/C][C]0.0850008991320898[/C][C]0.0425004495660449[/C][/ROW]
[ROW][C]14[/C][C]0.959348753381209[/C][C]0.0813024932375812[/C][C]0.0406512466187906[/C][/ROW]
[ROW][C]15[/C][C]0.947977393577131[/C][C]0.104045212845737[/C][C]0.0520226064228686[/C][/ROW]
[ROW][C]16[/C][C]0.931017280081101[/C][C]0.137965439837798[/C][C]0.0689827199188989[/C][/ROW]
[ROW][C]17[/C][C]0.897969292885355[/C][C]0.204061414229289[/C][C]0.102030707114645[/C][/ROW]
[ROW][C]18[/C][C]0.872455117383686[/C][C]0.255089765232628[/C][C]0.127544882616314[/C][/ROW]
[ROW][C]19[/C][C]0.822791312605841[/C][C]0.354417374788317[/C][C]0.177208687394159[/C][/ROW]
[ROW][C]20[/C][C]0.888788176966359[/C][C]0.222423646067281[/C][C]0.111211823033641[/C][/ROW]
[ROW][C]21[/C][C]0.847421338285408[/C][C]0.305157323429184[/C][C]0.152578661714592[/C][/ROW]
[ROW][C]22[/C][C]0.894299612294144[/C][C]0.211400775411713[/C][C]0.105700387705856[/C][/ROW]
[ROW][C]23[/C][C]0.888749625992474[/C][C]0.222500748015053[/C][C]0.111250374007526[/C][/ROW]
[ROW][C]24[/C][C]0.852019872614123[/C][C]0.295960254771754[/C][C]0.147980127385877[/C][/ROW]
[ROW][C]25[/C][C]0.813296963124158[/C][C]0.373406073751683[/C][C]0.186703036875842[/C][/ROW]
[ROW][C]26[/C][C]0.860786489506337[/C][C]0.278427020987325[/C][C]0.139213510493663[/C][/ROW]
[ROW][C]27[/C][C]0.824733805867882[/C][C]0.350532388264236[/C][C]0.175266194132118[/C][/ROW]
[ROW][C]28[/C][C]0.786539195029289[/C][C]0.426921609941422[/C][C]0.213460804970711[/C][/ROW]
[ROW][C]29[/C][C]0.796629361928264[/C][C]0.406741276143472[/C][C]0.203370638071736[/C][/ROW]
[ROW][C]30[/C][C]0.753910471151191[/C][C]0.492179057697618[/C][C]0.246089528848809[/C][/ROW]
[ROW][C]31[/C][C]0.760310351194038[/C][C]0.479379297611923[/C][C]0.239689648805962[/C][/ROW]
[ROW][C]32[/C][C]0.723019721900656[/C][C]0.553960556198688[/C][C]0.276980278099344[/C][/ROW]
[ROW][C]33[/C][C]0.679555666439149[/C][C]0.640888667121702[/C][C]0.320444333560851[/C][/ROW]
[ROW][C]34[/C][C]0.629224931650874[/C][C]0.741550136698252[/C][C]0.370775068349126[/C][/ROW]
[ROW][C]35[/C][C]0.575551661671452[/C][C]0.848896676657097[/C][C]0.424448338328548[/C][/ROW]
[ROW][C]36[/C][C]0.522517823835516[/C][C]0.954964352328967[/C][C]0.477482176164484[/C][/ROW]
[ROW][C]37[/C][C]0.486640313932369[/C][C]0.973280627864737[/C][C]0.513359686067631[/C][/ROW]
[ROW][C]38[/C][C]0.439664987622366[/C][C]0.879329975244733[/C][C]0.560335012377634[/C][/ROW]
[ROW][C]39[/C][C]0.517690852897558[/C][C]0.964618294204883[/C][C]0.482309147102442[/C][/ROW]
[ROW][C]40[/C][C]0.479797291861913[/C][C]0.959594583723826[/C][C]0.520202708138087[/C][/ROW]
[ROW][C]41[/C][C]0.481061346742957[/C][C]0.962122693485914[/C][C]0.518938653257043[/C][/ROW]
[ROW][C]42[/C][C]0.481252844418308[/C][C]0.962505688836616[/C][C]0.518747155581692[/C][/ROW]
[ROW][C]43[/C][C]0.43128054966013[/C][C]0.862561099320259[/C][C]0.56871945033987[/C][/ROW]
[ROW][C]44[/C][C]0.385391084426285[/C][C]0.770782168852571[/C][C]0.614608915573715[/C][/ROW]
[ROW][C]45[/C][C]0.351383551755078[/C][C]0.702767103510156[/C][C]0.648616448244922[/C][/ROW]
[ROW][C]46[/C][C]0.53217233068825[/C][C]0.9356553386235[/C][C]0.46782766931175[/C][/ROW]
[ROW][C]47[/C][C]0.548867794561564[/C][C]0.902264410876871[/C][C]0.451132205438436[/C][/ROW]
[ROW][C]48[/C][C]0.533571503745244[/C][C]0.932856992509511[/C][C]0.466428496254756[/C][/ROW]
[ROW][C]49[/C][C]0.487108606287171[/C][C]0.974217212574342[/C][C]0.512891393712829[/C][/ROW]
[ROW][C]50[/C][C]0.442316228544508[/C][C]0.884632457089016[/C][C]0.557683771455492[/C][/ROW]
[ROW][C]51[/C][C]0.409973364364282[/C][C]0.819946728728564[/C][C]0.590026635635718[/C][/ROW]
[ROW][C]52[/C][C]0.36651680871957[/C][C]0.733033617439141[/C][C]0.63348319128043[/C][/ROW]
[ROW][C]53[/C][C]0.50110738915508[/C][C]0.997785221689841[/C][C]0.49889261084492[/C][/ROW]
[ROW][C]54[/C][C]0.48028319243322[/C][C]0.96056638486644[/C][C]0.51971680756678[/C][/ROW]
[ROW][C]55[/C][C]0.470808647210989[/C][C]0.941617294421977[/C][C]0.529191352789011[/C][/ROW]
[ROW][C]56[/C][C]0.434763840083076[/C][C]0.869527680166152[/C][C]0.565236159916924[/C][/ROW]
[ROW][C]57[/C][C]0.404327302838372[/C][C]0.808654605676743[/C][C]0.595672697161628[/C][/ROW]
[ROW][C]58[/C][C]0.435626063288827[/C][C]0.871252126577654[/C][C]0.564373936711173[/C][/ROW]
[ROW][C]59[/C][C]0.405514244135772[/C][C]0.811028488271545[/C][C]0.594485755864228[/C][/ROW]
[ROW][C]60[/C][C]0.368037249371209[/C][C]0.736074498742418[/C][C]0.631962750628791[/C][/ROW]
[ROW][C]61[/C][C]0.332845131530628[/C][C]0.665690263061255[/C][C]0.667154868469372[/C][/ROW]
[ROW][C]62[/C][C]0.328153136043122[/C][C]0.656306272086244[/C][C]0.671846863956878[/C][/ROW]
[ROW][C]63[/C][C]0.301680866049435[/C][C]0.603361732098871[/C][C]0.698319133950565[/C][/ROW]
[ROW][C]64[/C][C]0.269133156815254[/C][C]0.538266313630508[/C][C]0.730866843184746[/C][/ROW]
[ROW][C]65[/C][C]0.261100897377035[/C][C]0.522201794754071[/C][C]0.738899102622965[/C][/ROW]
[ROW][C]66[/C][C]0.280976888535154[/C][C]0.561953777070307[/C][C]0.719023111464846[/C][/ROW]
[ROW][C]67[/C][C]0.2512951458422[/C][C]0.5025902916844[/C][C]0.7487048541578[/C][/ROW]
[ROW][C]68[/C][C]0.321662078672529[/C][C]0.643324157345059[/C][C]0.678337921327471[/C][/ROW]
[ROW][C]69[/C][C]0.324993558623082[/C][C]0.649987117246164[/C][C]0.675006441376918[/C][/ROW]
[ROW][C]70[/C][C]0.300438875286124[/C][C]0.600877750572248[/C][C]0.699561124713876[/C][/ROW]
[ROW][C]71[/C][C]0.438735914171375[/C][C]0.877471828342751[/C][C]0.561264085828625[/C][/ROW]
[ROW][C]72[/C][C]0.402143273647366[/C][C]0.804286547294732[/C][C]0.597856726352634[/C][/ROW]
[ROW][C]73[/C][C]0.512881953292408[/C][C]0.974236093415183[/C][C]0.487118046707592[/C][/ROW]
[ROW][C]74[/C][C]0.49000837678732[/C][C]0.98001675357464[/C][C]0.50999162321268[/C][/ROW]
[ROW][C]75[/C][C]0.496807863081537[/C][C]0.993615726163073[/C][C]0.503192136918463[/C][/ROW]
[ROW][C]76[/C][C]0.556731159027245[/C][C]0.886537681945509[/C][C]0.443268840972755[/C][/ROW]
[ROW][C]77[/C][C]0.575854629794841[/C][C]0.848290740410317[/C][C]0.424145370205159[/C][/ROW]
[ROW][C]78[/C][C]0.541750628215351[/C][C]0.916498743569299[/C][C]0.458249371784649[/C][/ROW]
[ROW][C]79[/C][C]0.522624468792152[/C][C]0.954751062415696[/C][C]0.477375531207848[/C][/ROW]
[ROW][C]80[/C][C]0.570832951563308[/C][C]0.858334096873385[/C][C]0.429167048436692[/C][/ROW]
[ROW][C]81[/C][C]0.550536901065807[/C][C]0.898926197868387[/C][C]0.449463098934193[/C][/ROW]
[ROW][C]82[/C][C]0.604318900715985[/C][C]0.791362198568031[/C][C]0.395681099284015[/C][/ROW]
[ROW][C]83[/C][C]0.581550550615222[/C][C]0.836898898769556[/C][C]0.418449449384778[/C][/ROW]
[ROW][C]84[/C][C]0.547374360298572[/C][C]0.905251279402857[/C][C]0.452625639701428[/C][/ROW]
[ROW][C]85[/C][C]0.63443399620047[/C][C]0.73113200759906[/C][C]0.36556600379953[/C][/ROW]
[ROW][C]86[/C][C]0.605240891953059[/C][C]0.789518216093883[/C][C]0.394759108046941[/C][/ROW]
[ROW][C]87[/C][C]0.589499867398753[/C][C]0.821000265202494[/C][C]0.410500132601247[/C][/ROW]
[ROW][C]88[/C][C]0.560710619186074[/C][C]0.878578761627852[/C][C]0.439289380813926[/C][/ROW]
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[ROW][C]90[/C][C]0.644076184323262[/C][C]0.711847631353475[/C][C]0.355923815676738[/C][/ROW]
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[ROW][C]125[/C][C]0.533734094283375[/C][C]0.93253181143325[/C][C]0.466265905716625[/C][/ROW]
[ROW][C]126[/C][C]0.643928176546251[/C][C]0.712143646907498[/C][C]0.356071823453749[/C][/ROW]
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[ROW][C]130[/C][C]0.752809775388067[/C][C]0.494380449223866[/C][C]0.247190224611933[/C][/ROW]
[ROW][C]131[/C][C]0.798562405248922[/C][C]0.402875189502155[/C][C]0.201437594751078[/C][/ROW]
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[ROW][C]166[/C][C]0.679193560376521[/C][C]0.641612879246958[/C][C]0.320806439623479[/C][/ROW]
[ROW][C]167[/C][C]0.689636744757097[/C][C]0.620726510485807[/C][C]0.310363255242903[/C][/ROW]
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[ROW][C]186[/C][C]0.815047624076089[/C][C]0.369904751847823[/C][C]0.184952375923911[/C][/ROW]
[ROW][C]187[/C][C]0.81905770859807[/C][C]0.361884582803859[/C][C]0.180942291401929[/C][/ROW]
[ROW][C]188[/C][C]0.801130669343628[/C][C]0.397738661312745[/C][C]0.198869330656372[/C][/ROW]
[ROW][C]189[/C][C]0.791719755479633[/C][C]0.416560489040734[/C][C]0.208280244520367[/C][/ROW]
[ROW][C]190[/C][C]0.828011987161218[/C][C]0.343976025677564[/C][C]0.171988012838782[/C][/ROW]
[ROW][C]191[/C][C]0.811215429595087[/C][C]0.377569140809825[/C][C]0.188784570404913[/C][/ROW]
[ROW][C]192[/C][C]0.793376110306451[/C][C]0.413247779387098[/C][C]0.206623889693549[/C][/ROW]
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[ROW][C]221[/C][C]0.917934099539699[/C][C]0.164131800920603[/C][C]0.0820659004603015[/C][/ROW]
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[ROW][C]223[/C][C]0.914896592529031[/C][C]0.170206814941937[/C][C]0.0851034074709687[/C][/ROW]
[ROW][C]224[/C][C]0.904410754569753[/C][C]0.191178490860495[/C][C]0.0955892454302474[/C][/ROW]
[ROW][C]225[/C][C]0.898034913855778[/C][C]0.203930172288444[/C][C]0.101965086144222[/C][/ROW]
[ROW][C]226[/C][C]0.888782865767402[/C][C]0.222434268465196[/C][C]0.111217134232598[/C][/ROW]
[ROW][C]227[/C][C]0.88454154016108[/C][C]0.230916919677841[/C][C]0.11545845983892[/C][/ROW]
[ROW][C]228[/C][C]0.871631094904715[/C][C]0.25673781019057[/C][C]0.128368905095285[/C][/ROW]
[ROW][C]229[/C][C]0.859110798589112[/C][C]0.281778402821776[/C][C]0.140889201410888[/C][/ROW]
[ROW][C]230[/C][C]0.855486416105646[/C][C]0.289027167788708[/C][C]0.144513583894354[/C][/ROW]
[ROW][C]231[/C][C]0.860236771692552[/C][C]0.279526456614896[/C][C]0.139763228307448[/C][/ROW]
[ROW][C]232[/C][C]0.846035677856037[/C][C]0.307928644287926[/C][C]0.153964322143963[/C][/ROW]
[ROW][C]233[/C][C]0.872670926520884[/C][C]0.254658146958231[/C][C]0.127329073479116[/C][/ROW]
[ROW][C]234[/C][C]0.907495597255483[/C][C]0.185008805489034[/C][C]0.0925044027445171[/C][/ROW]
[ROW][C]235[/C][C]0.909470185728768[/C][C]0.181059628542463[/C][C]0.0905298142712315[/C][/ROW]
[ROW][C]236[/C][C]0.931298178881719[/C][C]0.137403642236563[/C][C]0.0687018211182814[/C][/ROW]
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[ROW][C]372[/C][C]0.885507553647086[/C][C]0.228984892705828[/C][C]0.114492446352914[/C][/ROW]
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[ROW][C]376[/C][C]0.838129950761936[/C][C]0.323740098476129[/C][C]0.161870049238064[/C][/ROW]
[ROW][C]377[/C][C]0.896812732360043[/C][C]0.206374535279914[/C][C]0.103187267639957[/C][/ROW]
[ROW][C]378[/C][C]0.88523733415372[/C][C]0.22952533169256[/C][C]0.11476266584628[/C][/ROW]
[ROW][C]379[/C][C]0.872168092799916[/C][C]0.255663814400169[/C][C]0.127831907200084[/C][/ROW]
[ROW][C]380[/C][C]0.857753987206506[/C][C]0.284492025586988[/C][C]0.142246012793494[/C][/ROW]
[ROW][C]381[/C][C]0.841857653292688[/C][C]0.316284693414624[/C][C]0.158142346707312[/C][/ROW]
[ROW][C]382[/C][C]0.884804143170958[/C][C]0.230391713658083[/C][C]0.115195856829042[/C][/ROW]
[ROW][C]383[/C][C]0.86890939619284[/C][C]0.262181207614319[/C][C]0.13109060380716[/C][/ROW]
[ROW][C]384[/C][C]0.854885064203655[/C][C]0.29022987159269[/C][C]0.145114935796345[/C][/ROW]
[ROW][C]385[/C][C]0.851643129250763[/C][C]0.296713741498473[/C][C]0.148356870749237[/C][/ROW]
[ROW][C]386[/C][C]0.849857924321699[/C][C]0.300284151356602[/C][C]0.150142075678301[/C][/ROW]
[ROW][C]387[/C][C]0.896347558697029[/C][C]0.207304882605942[/C][C]0.103652441302971[/C][/ROW]
[ROW][C]388[/C][C]0.885077969772724[/C][C]0.229844060454553[/C][C]0.114922030227276[/C][/ROW]
[ROW][C]389[/C][C]0.877541159423897[/C][C]0.244917681152206[/C][C]0.122458840576103[/C][/ROW]
[ROW][C]390[/C][C]0.869413963519753[/C][C]0.261172072960494[/C][C]0.130586036480247[/C][/ROW]
[ROW][C]391[/C][C]0.852414888674504[/C][C]0.295170222650992[/C][C]0.147585111325496[/C][/ROW]
[ROW][C]392[/C][C]0.894014457090827[/C][C]0.211971085818347[/C][C]0.105985542909173[/C][/ROW]
[ROW][C]393[/C][C]0.890956726203552[/C][C]0.218086547592896[/C][C]0.109043273796448[/C][/ROW]
[ROW][C]394[/C][C]0.884987872050282[/C][C]0.230024255899435[/C][C]0.115012127949718[/C][/ROW]
[ROW][C]395[/C][C]0.873021480600126[/C][C]0.253957038799749[/C][C]0.126978519399874[/C][/ROW]
[ROW][C]396[/C][C]0.896372174291643[/C][C]0.207255651416714[/C][C]0.103627825708357[/C][/ROW]
[ROW][C]397[/C][C]0.883018999684302[/C][C]0.233962000631396[/C][C]0.116981000315698[/C][/ROW]
[ROW][C]398[/C][C]0.868062567164821[/C][C]0.263874865670359[/C][C]0.131937432835179[/C][/ROW]
[ROW][C]399[/C][C]0.858806795489665[/C][C]0.28238640902067[/C][C]0.141193204510335[/C][/ROW]
[ROW][C]400[/C][C]0.83942106656492[/C][C]0.32115786687016[/C][C]0.16057893343508[/C][/ROW]
[ROW][C]401[/C][C]0.908188469419097[/C][C]0.183623061161807[/C][C]0.0918115305809033[/C][/ROW]
[ROW][C]402[/C][C]0.900059547048206[/C][C]0.199880905903589[/C][C]0.0999404529517944[/C][/ROW]
[ROW][C]403[/C][C]0.888520756140111[/C][C]0.222958487719778[/C][C]0.111479243859889[/C][/ROW]
[ROW][C]404[/C][C]0.871743040643063[/C][C]0.256513918713873[/C][C]0.128256959356937[/C][/ROW]
[ROW][C]405[/C][C]0.855910930887164[/C][C]0.288178138225672[/C][C]0.144089069112836[/C][/ROW]
[ROW][C]406[/C][C]0.835941770322783[/C][C]0.328116459354435[/C][C]0.164058229677217[/C][/ROW]
[ROW][C]407[/C][C]0.875383991680375[/C][C]0.24923201663925[/C][C]0.124616008319625[/C][/ROW]
[ROW][C]408[/C][C]0.872433683538919[/C][C]0.255132632922162[/C][C]0.127566316461081[/C][/ROW]
[ROW][C]409[/C][C]0.853461261705071[/C][C]0.293077476589858[/C][C]0.146538738294929[/C][/ROW]
[ROW][C]410[/C][C]0.837265837796938[/C][C]0.325468324406124[/C][C]0.162734162203062[/C][/ROW]
[ROW][C]411[/C][C]0.825744497489202[/C][C]0.348511005021596[/C][C]0.174255502510798[/C][/ROW]
[ROW][C]412[/C][C]0.803020249944352[/C][C]0.393959500111296[/C][C]0.196979750055648[/C][/ROW]
[ROW][C]413[/C][C]0.849351093101533[/C][C]0.301297813796934[/C][C]0.150648906898467[/C][/ROW]
[ROW][C]414[/C][C]0.839510522065405[/C][C]0.320978955869189[/C][C]0.160489477934595[/C][/ROW]
[ROW][C]415[/C][C]0.825384209586754[/C][C]0.349231580826492[/C][C]0.174615790413246[/C][/ROW]
[ROW][C]416[/C][C]0.810751737904489[/C][C]0.378496524191023[/C][C]0.189248262095511[/C][/ROW]
[ROW][C]417[/C][C]0.827560219242639[/C][C]0.344879561514722[/C][C]0.172439780757361[/C][/ROW]
[ROW][C]418[/C][C]0.817764719459903[/C][C]0.364470561080194[/C][C]0.182235280540097[/C][/ROW]
[ROW][C]419[/C][C]0.796076911310375[/C][C]0.40784617737925[/C][C]0.203923088689625[/C][/ROW]
[ROW][C]420[/C][C]0.846405571319315[/C][C]0.307188857361369[/C][C]0.153594428680685[/C][/ROW]
[ROW][C]421[/C][C]0.828845104832269[/C][C]0.342309790335461[/C][C]0.171154895167731[/C][/ROW]
[ROW][C]422[/C][C]0.817484334594312[/C][C]0.365031330811376[/C][C]0.182515665405688[/C][/ROW]
[ROW][C]423[/C][C]0.801232820983977[/C][C]0.397534358032046[/C][C]0.198767179016023[/C][/ROW]
[ROW][C]424[/C][C]0.828710575659793[/C][C]0.342578848680415[/C][C]0.171289424340207[/C][/ROW]
[ROW][C]425[/C][C]0.840151668060939[/C][C]0.319696663878122[/C][C]0.159848331939061[/C][/ROW]
[ROW][C]426[/C][C]0.816815642703112[/C][C]0.366368714593777[/C][C]0.183184357296888[/C][/ROW]
[ROW][C]427[/C][C]0.807160173658213[/C][C]0.385679652683574[/C][C]0.192839826341787[/C][/ROW]
[ROW][C]428[/C][C]0.79033359020433[/C][C]0.41933281959134[/C][C]0.20966640979567[/C][/ROW]
[ROW][C]429[/C][C]0.763722540928229[/C][C]0.472554918143542[/C][C]0.236277459071771[/C][/ROW]
[ROW][C]430[/C][C]0.732676834841402[/C][C]0.534646330317196[/C][C]0.267323165158598[/C][/ROW]
[ROW][C]431[/C][C]0.712205844889321[/C][C]0.575588310221359[/C][C]0.287794155110679[/C][/ROW]
[ROW][C]432[/C][C]0.713179585647644[/C][C]0.573640828704712[/C][C]0.286820414352356[/C][/ROW]
[ROW][C]433[/C][C]0.679859576630299[/C][C]0.640280846739402[/C][C]0.320140423369701[/C][/ROW]
[ROW][C]434[/C][C]0.763578479629867[/C][C]0.472843040740267[/C][C]0.236421520370133[/C][/ROW]
[ROW][C]435[/C][C]0.737342574772071[/C][C]0.525314850455857[/C][C]0.262657425227929[/C][/ROW]
[ROW][C]436[/C][C]0.743279431420156[/C][C]0.513441137159688[/C][C]0.256720568579844[/C][/ROW]
[ROW][C]437[/C][C]0.720177918278685[/C][C]0.559644163442631[/C][C]0.279822081721315[/C][/ROW]
[ROW][C]438[/C][C]0.685215508879824[/C][C]0.629568982240352[/C][C]0.314784491120176[/C][/ROW]
[ROW][C]439[/C][C]0.761159418267508[/C][C]0.477681163464984[/C][C]0.238840581732492[/C][/ROW]
[ROW][C]440[/C][C]0.743681182721777[/C][C]0.512637634556447[/C][C]0.256318817278223[/C][/ROW]
[ROW][C]441[/C][C]0.717902067729047[/C][C]0.564195864541906[/C][C]0.282097932270953[/C][/ROW]
[ROW][C]442[/C][C]0.791649856647934[/C][C]0.416700286704132[/C][C]0.208350143352066[/C][/ROW]
[ROW][C]443[/C][C]0.863564742411951[/C][C]0.272870515176099[/C][C]0.136435257588049[/C][/ROW]
[ROW][C]444[/C][C]0.849283241490307[/C][C]0.301433517019387[/C][C]0.150716758509693[/C][/ROW]
[ROW][C]445[/C][C]0.834108349944848[/C][C]0.331783300110305[/C][C]0.165891650055152[/C][/ROW]
[ROW][C]446[/C][C]0.812633202802437[/C][C]0.374733594395126[/C][C]0.187366797197563[/C][/ROW]
[ROW][C]447[/C][C]0.826623349324711[/C][C]0.346753301350579[/C][C]0.173376650675289[/C][/ROW]
[ROW][C]448[/C][C]0.801392009197795[/C][C]0.39721598160441[/C][C]0.198607990802205[/C][/ROW]
[ROW][C]449[/C][C]0.80949101710172[/C][C]0.381017965796559[/C][C]0.19050898289828[/C][/ROW]
[ROW][C]450[/C][C]0.777466520322972[/C][C]0.445066959354056[/C][C]0.222533479677028[/C][/ROW]
[ROW][C]451[/C][C]0.750424479436192[/C][C]0.499151041127616[/C][C]0.249575520563808[/C][/ROW]
[ROW][C]452[/C][C]0.727806311070258[/C][C]0.544387377859484[/C][C]0.272193688929742[/C][/ROW]
[ROW][C]453[/C][C]0.689288231760495[/C][C]0.621423536479011[/C][C]0.310711768239505[/C][/ROW]
[ROW][C]454[/C][C]0.652991232009086[/C][C]0.694017535981828[/C][C]0.347008767990914[/C][/ROW]
[ROW][C]455[/C][C]0.775672537096415[/C][C]0.448654925807171[/C][C]0.224327462903585[/C][/ROW]
[ROW][C]456[/C][C]0.874994488019625[/C][C]0.25001102396075[/C][C]0.125005511980375[/C][/ROW]
[ROW][C]457[/C][C]0.846335137838043[/C][C]0.307329724323915[/C][C]0.153664862161957[/C][/ROW]
[ROW][C]458[/C][C]0.823868752102492[/C][C]0.352262495795016[/C][C]0.176131247897508[/C][/ROW]
[ROW][C]459[/C][C]0.845018882533103[/C][C]0.309962234933794[/C][C]0.154981117466897[/C][/ROW]
[ROW][C]460[/C][C]0.811139019975435[/C][C]0.377721960049131[/C][C]0.188860980024565[/C][/ROW]
[ROW][C]461[/C][C]0.781650746437144[/C][C]0.436698507125712[/C][C]0.218349253562856[/C][/ROW]
[ROW][C]462[/C][C]0.889718737907567[/C][C]0.220562524184867[/C][C]0.110281262092433[/C][/ROW]
[ROW][C]463[/C][C]0.863805087061512[/C][C]0.272389825876976[/C][C]0.136194912938488[/C][/ROW]
[ROW][C]464[/C][C]0.840390108707474[/C][C]0.319219782585052[/C][C]0.159609891292526[/C][/ROW]
[ROW][C]465[/C][C]0.975362361874957[/C][C]0.0492752762500863[/C][C]0.0246376381250431[/C][/ROW]
[ROW][C]466[/C][C]0.992410686050395[/C][C]0.0151786278992102[/C][C]0.00758931394960508[/C][/ROW]
[ROW][C]467[/C][C]0.992354601642517[/C][C]0.0152907967149665[/C][C]0.00764539835748323[/C][/ROW]
[ROW][C]468[/C][C]0.98812503399154[/C][C]0.0237499320169204[/C][C]0.0118749660084602[/C][/ROW]
[ROW][C]469[/C][C]0.982972688632761[/C][C]0.0340546227344772[/C][C]0.0170273113672386[/C][/ROW]
[ROW][C]470[/C][C]0.974644298287653[/C][C]0.0507114034246945[/C][C]0.0253557017123473[/C][/ROW]
[ROW][C]471[/C][C]0.962469355031669[/C][C]0.0750612899366621[/C][C]0.0375306449683311[/C][/ROW]
[ROW][C]472[/C][C]0.951738623941441[/C][C]0.0965227521171173[/C][C]0.0482613760585586[/C][/ROW]
[ROW][C]473[/C][C]0.940174546511808[/C][C]0.119650906976384[/C][C]0.059825453488192[/C][/ROW]
[ROW][C]474[/C][C]0.918316535092905[/C][C]0.163366929814189[/C][C]0.0816834649070945[/C][/ROW]
[ROW][C]475[/C][C]0.905081263267558[/C][C]0.189837473464884[/C][C]0.0949187367324419[/C][/ROW]
[ROW][C]476[/C][C]0.88336123235079[/C][C]0.233277535298419[/C][C]0.11663876764921[/C][/ROW]
[ROW][C]477[/C][C]0.908381130211951[/C][C]0.183237739576098[/C][C]0.0916188697880489[/C][/ROW]
[ROW][C]478[/C][C]0.881211852725835[/C][C]0.237576294548331[/C][C]0.118788147274165[/C][/ROW]
[ROW][C]479[/C][C]0.899024412529491[/C][C]0.201951174941019[/C][C]0.100975587470509[/C][/ROW]
[ROW][C]480[/C][C]0.855270715646405[/C][C]0.289458568707189[/C][C]0.144729284353595[/C][/ROW]
[ROW][C]481[/C][C]0.797439658359414[/C][C]0.405120683281171[/C][C]0.202560341640586[/C][/ROW]
[ROW][C]482[/C][C]0.791338078718447[/C][C]0.417323842563106[/C][C]0.208661921281553[/C][/ROW]
[ROW][C]483[/C][C]0.712878284199608[/C][C]0.574243431600784[/C][C]0.287121715800392[/C][/ROW]
[ROW][C]484[/C][C]0.622985191117417[/C][C]0.754029617765165[/C][C]0.377014808882583[/C][/ROW]
[ROW][C]485[/C][C]0.545859466103745[/C][C]0.908281067792511[/C][C]0.454140533896255[/C][/ROW]
[ROW][C]486[/C][C]0.438386226839269[/C][C]0.876772453678537[/C][C]0.561613773160731[/C][/ROW]
[ROW][C]487[/C][C]0.340527953212898[/C][C]0.681055906425795[/C][C]0.659472046787102[/C][/ROW]
[ROW][C]488[/C][C]0.296284545916401[/C][C]0.592569091832801[/C][C]0.703715454083599[/C][/ROW]
[ROW][C]489[/C][C]0.198033614305968[/C][C]0.396067228611935[/C][C]0.801966385694032[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=195351&T=5

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=195351&T=5

As an alternative you can also use a QR Code:  
QR Code


The GUIDs for individual cells are displayed in the table below:

Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
110.9855252668855810.02894946622883790.0144747331144189
120.9744603626277530.05107927474449310.0255396373722465
130.9574995504339550.08500089913208980.0425004495660449
140.9593487533812090.08130249323758120.0406512466187906
150.9479773935771310.1040452128457370.0520226064228686
160.9310172800811010.1379654398377980.0689827199188989
170.8979692928853550.2040614142292890.102030707114645
180.8724551173836860.2550897652326280.127544882616314
190.8227913126058410.3544173747883170.177208687394159
200.8887881769663590.2224236460672810.111211823033641
210.8474213382854080.3051573234291840.152578661714592
220.8942996122941440.2114007754117130.105700387705856
230.8887496259924740.2225007480150530.111250374007526
240.8520198726141230.2959602547717540.147980127385877
250.8132969631241580.3734060737516830.186703036875842
260.8607864895063370.2784270209873250.139213510493663
270.8247338058678820.3505323882642360.175266194132118
280.7865391950292890.4269216099414220.213460804970711
290.7966293619282640.4067412761434720.203370638071736
300.7539104711511910.4921790576976180.246089528848809
310.7603103511940380.4793792976119230.239689648805962
320.7230197219006560.5539605561986880.276980278099344
330.6795556664391490.6408886671217020.320444333560851
340.6292249316508740.7415501366982520.370775068349126
350.5755516616714520.8488966766570970.424448338328548
360.5225178238355160.9549643523289670.477482176164484
370.4866403139323690.9732806278647370.513359686067631
380.4396649876223660.8793299752447330.560335012377634
390.5176908528975580.9646182942048830.482309147102442
400.4797972918619130.9595945837238260.520202708138087
410.4810613467429570.9621226934859140.518938653257043
420.4812528444183080.9625056888366160.518747155581692
430.431280549660130.8625610993202590.56871945033987
440.3853910844262850.7707821688525710.614608915573715
450.3513835517550780.7027671035101560.648616448244922
460.532172330688250.93565533862350.46782766931175
470.5488677945615640.9022644108768710.451132205438436
480.5335715037452440.9328569925095110.466428496254756
490.4871086062871710.9742172125743420.512891393712829
500.4423162285445080.8846324570890160.557683771455492
510.4099733643642820.8199467287285640.590026635635718
520.366516808719570.7330336174391410.63348319128043
530.501107389155080.9977852216898410.49889261084492
540.480283192433220.960566384866440.51971680756678
550.4708086472109890.9416172944219770.529191352789011
560.4347638400830760.8695276801661520.565236159916924
570.4043273028383720.8086546056767430.595672697161628
580.4356260632888270.8712521265776540.564373936711173
590.4055142441357720.8110284882715450.594485755864228
600.3680372493712090.7360744987424180.631962750628791
610.3328451315306280.6656902630612550.667154868469372
620.3281531360431220.6563062720862440.671846863956878
630.3016808660494350.6033617320988710.698319133950565
640.2691331568152540.5382663136305080.730866843184746
650.2611008973770350.5222017947540710.738899102622965
660.2809768885351540.5619537770703070.719023111464846
670.25129514584220.50259029168440.7487048541578
680.3216620786725290.6433241573450590.678337921327471
690.3249935586230820.6499871172461640.675006441376918
700.3004388752861240.6008777505722480.699561124713876
710.4387359141713750.8774718283427510.561264085828625
720.4021432736473660.8042865472947320.597856726352634
730.5128819532924080.9742360934151830.487118046707592
740.490008376787320.980016753574640.50999162321268
750.4968078630815370.9936157261630730.503192136918463
760.5567311590272450.8865376819455090.443268840972755
770.5758546297948410.8482907404103170.424145370205159
780.5417506282153510.9164987435692990.458249371784649
790.5226244687921520.9547510624156960.477375531207848
800.5708329515633080.8583340968733850.429167048436692
810.5505369010658070.8989261978683870.449463098934193
820.6043189007159850.7913621985680310.395681099284015
830.5815505506152220.8368988987695560.418449449384778
840.5473743602985720.9052512794028570.452625639701428
850.634433996200470.731132007599060.36556600379953
860.6052408919530590.7895182160938830.394759108046941
870.5894998673987530.8210002652024940.410500132601247
880.5607106191860740.8785787616278520.439289380813926
890.6746053142639140.6507893714721720.325394685736086
900.6440761843232620.7118476313534750.355923815676738
910.6236781567083070.7526436865833870.376321843291694
920.595440975852560.809118048294880.40455902414744
930.5645564563692180.8708870872615640.435443543630782
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4000.839421066564920.321157866870160.16057893343508
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4090.8534612617050710.2930774765898580.146538738294929
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4110.8257444974892020.3485110050215960.174255502510798
4120.8030202499443520.3939595001112960.196979750055648
4130.8493510931015330.3012978137969340.150648906898467
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4150.8253842095867540.3492315808264920.174615790413246
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4200.8464055713193150.3071888573613690.153594428680685
4210.8288451048322690.3423097903354610.171154895167731
4220.8174843345943120.3650313308113760.182515665405688
4230.8012328209839770.3975343580320460.198767179016023
4240.8287105756597930.3425788486804150.171289424340207
4250.8401516680609390.3196966638781220.159848331939061
4260.8168156427031120.3663687145937770.183184357296888
4270.8071601736582130.3856796526835740.192839826341787
4280.790333590204330.419332819591340.20966640979567
4290.7637225409282290.4725549181435420.236277459071771
4300.7326768348414020.5346463303171960.267323165158598
4310.7122058448893210.5755883102213590.287794155110679
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4350.7373425747720710.5253148504558570.262657425227929
4360.7432794314201560.5134411371596880.256720568579844
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4380.6852155088798240.6295689822403520.314784491120176
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4400.7436811827217770.5126376345564470.256318817278223
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4490.809491017101720.3810179657965590.19050898289828
4500.7774665203229720.4450669593540560.222533479677028
4510.7504244794361920.4991510411276160.249575520563808
4520.7278063110702580.5443873778594840.272193688929742
4530.6892882317604950.6214235364790110.310711768239505
4540.6529912320090860.6940175359818280.347008767990914
4550.7756725370964150.4486549258071710.224327462903585
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4580.8238687521024920.3522624957950160.176131247897508
4590.8450188825331030.3099622349337940.154981117466897
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4780.8812118527258350.2375762945483310.118788147274165
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4890.1980336143059680.3960672286119350.801966385694032






Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level00OK
5% type I error level60.0125260960334029OK
10% type I error level290.0605427974947808OK

\begin{tabular}{lllllllll}
\hline
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity \tabularnewline
Description & # significant tests & % significant tests & OK/NOK \tabularnewline
1% type I error level & 0 & 0 & OK \tabularnewline
5% type I error level & 6 & 0.0125260960334029 & OK \tabularnewline
10% type I error level & 29 & 0.0605427974947808 & OK \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=195351&T=6

[TABLE]
[ROW][C]Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity[/C][/ROW]
[ROW][C]Description[/C][C]# significant tests[/C][C]% significant tests[/C][C]OK/NOK[/C][/ROW]
[ROW][C]1% type I error level[/C][C]0[/C][C]0[/C][C]OK[/C][/ROW]
[ROW][C]5% type I error level[/C][C]6[/C][C]0.0125260960334029[/C][C]OK[/C][/ROW]
[ROW][C]10% type I error level[/C][C]29[/C][C]0.0605427974947808[/C][C]OK[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=195351&T=6

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=195351&T=6

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The GUIDs for individual cells are displayed in the table below:

Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level00OK
5% type I error level60.0125260960334029OK
10% type I error level290.0605427974947808OK


Figures (Output of Computation)

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Figure 10
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Input Parameters & R Code

Parameters (Session):
par1 = 1 ; par2 = Do not include Seasonal Dummies ; par3 = No Linear Trend ;
Parameters (R input):
par1 = 1 ; par2 = Do not include Seasonal Dummies ; par3 = No Linear Trend ;
R code (references can be found in the software module):
library(lattice)
library(lmtest)
n25 <- 25 #minimum number of obs. for Goldfeld-Quandt test
par1 <- as.numeric(par1)
x <- t(y)
k <- length(x[1,])
n <- length(x[,1])
x1 <- cbind(x[,par1], x[,1:k!=par1])
mycolnames <- c(colnames(x)[par1], colnames(x)[1:k!=par1])
colnames(x1) <- mycolnames #colnames(x)[par1]
x <- x1
if (par3 == 'First Differences'){
x2 <- array(0, dim=c(n-1,k), dimnames=list(1:(n-1), paste('(1-B)',colnames(x),sep='')))
for (i in 1:n-1) {
for (j in 1:k) {
x2[i,j] <- x[i+1,j] - x[i,j]
}
}
x <- x2
}
if (par2 == 'Include Monthly Dummies'){
x2 <- array(0, dim=c(n,11), dimnames=list(1:n, paste('M', seq(1:11), sep ='')))
for (i in 1:11){
x2[seq(i,n,12),i] <- 1
}
x <- cbind(x, x2)
}
if (par2 == 'Include Quarterly Dummies'){
x2 <- array(0, dim=c(n,3), dimnames=list(1:n, paste('Q', seq(1:3), sep ='')))
for (i in 1:3){
x2[seq(i,n,4),i] <- 1
}
x <- cbind(x, x2)
}
k <- length(x[1,])
if (par3 == 'Linear Trend'){
x <- cbind(x, c(1:n))
colnames(x)[k+1] <- 't'
}
x
k <- length(x[1,])
df <- as.data.frame(x)
(mylm <- lm(df))
(mysum <- summary(mylm))
if (n > n25) {
kp3 <- k + 3
nmkm3 <- n - k - 3
gqarr <- array(NA, dim=c(nmkm3-kp3+1,3))
numgqtests <- 0
numsignificant1 <- 0
numsignificant5 <- 0
numsignificant10 <- 0
for (mypoint in kp3:nmkm3) {
j <- 0
numgqtests <- numgqtests + 1
for (myalt in c('greater', 'two.sided', 'less')) {
j <- j + 1
gqarr[mypoint-kp3+1,j] <- gqtest(mylm, point=mypoint, alternative=myalt)$p.value
}
if (gqarr[mypoint-kp3+1,2] < 0.01) numsignificant1 <- numsignificant1 + 1
if (gqarr[mypoint-kp3+1,2] < 0.05) numsignificant5 <- numsignificant5 + 1
if (gqarr[mypoint-kp3+1,2] < 0.10) numsignificant10 <- numsignificant10 + 1
}
gqarr
}
bitmap(file='test0.png')
plot(x[,1], type='l', main='Actuals and Interpolation', ylab='value of Actuals and Interpolation (dots)', xlab='time or index')
points(x[,1]-mysum$resid)
grid()
dev.off()
bitmap(file='test1.png')
plot(mysum$resid, type='b', pch=19, main='Residuals', ylab='value of Residuals', xlab='time or index')
grid()
dev.off()
bitmap(file='test2.png')
hist(mysum$resid, main='Residual Histogram', xlab='values of Residuals')
grid()
dev.off()
bitmap(file='test3.png')
densityplot(~mysum$resid,col='black',main='Residual Density Plot', xlab='values of Residuals')
dev.off()
bitmap(file='test4.png')
qqnorm(mysum$resid, main='Residual Normal Q-Q Plot')
qqline(mysum$resid)
grid()
dev.off()
(myerror <- as.ts(mysum$resid))
bitmap(file='test5.png')
dum <- cbind(lag(myerror,k=1),myerror)
dum
dum1 <- dum[2:length(myerror),]
dum1
z <- as.data.frame(dum1)
z
plot(z,main=paste('Residual Lag plot, lowess, and regression line'), ylab='values of Residuals', xlab='lagged values of Residuals')
lines(lowess(z))
abline(lm(z))
grid()
dev.off()
bitmap(file='test6.png')
acf(mysum$resid, lag.max=length(mysum$resid)/2, main='Residual Autocorrelation Function')
grid()
dev.off()
bitmap(file='test7.png')
pacf(mysum$resid, lag.max=length(mysum$resid)/2, main='Residual Partial Autocorrelation Function')
grid()
dev.off()
bitmap(file='test8.png')
opar <- par(mfrow = c(2,2), oma = c(0, 0, 1.1, 0))
plot(mylm, las = 1, sub='Residual Diagnostics')
par(opar)
dev.off()
if (n > n25) {
bitmap(file='test9.png')
plot(kp3:nmkm3,gqarr[,2], main='Goldfeld-Quandt test',ylab='2-sided p-value',xlab='breakpoint')
grid()
dev.off()
}
load(file='createtable')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a, 'Multiple Linear Regression - Estimated Regression Equation', 1, TRUE)
a<-table.row.end(a)
myeq <- colnames(x)[1]
myeq <- paste(myeq, '[t] = ', sep='')
for (i in 1:k){
if (mysum$coefficients[i,1] > 0) myeq <- paste(myeq, '+', '')
myeq <- paste(myeq, mysum$coefficients[i,1], sep=' ')
if (rownames(mysum$coefficients)[i] != '(Intercept)') {
myeq <- paste(myeq, rownames(mysum$coefficients)[i], sep='')
if (rownames(mysum$coefficients)[i] != 't') myeq <- paste(myeq, '[t]', sep='')
}
}
myeq <- paste(myeq, ' + e[t]')
a<-table.row.start(a)
a<-table.element(a, myeq)
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable1.tab')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,hyperlink('ols1.htm','Multiple Linear Regression - Ordinary Least Squares',''), 6, TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Variable',header=TRUE)
a<-table.element(a,'Parameter',header=TRUE)
a<-table.element(a,'S.D.',header=TRUE)
a<-table.element(a,'T-STAT
H0: parameter = 0',header=TRUE)
a<-table.element(a,'2-tail p-value',header=TRUE)
a<-table.element(a,'1-tail p-value',header=TRUE)
a<-table.row.end(a)
for (i in 1:k){
a<-table.row.start(a)
a<-table.element(a,rownames(mysum$coefficients)[i],header=TRUE)
a<-table.element(a,mysum$coefficients[i,1])
a<-table.element(a, round(mysum$coefficients[i,2],6))
a<-table.element(a, round(mysum$coefficients[i,3],4))
a<-table.element(a, round(mysum$coefficients[i,4],6))
a<-table.element(a, round(mysum$coefficients[i,4]/2,6))
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable2.tab')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a, 'Multiple Linear Regression - Regression Statistics', 2, TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'Multiple R',1,TRUE)
a<-table.element(a, sqrt(mysum$r.squared))
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'R-squared',1,TRUE)
a<-table.element(a, mysum$r.squared)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'Adjusted R-squared',1,TRUE)
a<-table.element(a, mysum$adj.r.squared)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'F-TEST (value)',1,TRUE)
a<-table.element(a, mysum$fstatistic[1])
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'F-TEST (DF numerator)',1,TRUE)
a<-table.element(a, mysum$fstatistic[2])
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'F-TEST (DF denominator)',1,TRUE)
a<-table.element(a, mysum$fstatistic[3])
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'p-value',1,TRUE)
a<-table.element(a, 1-pf(mysum$fstatistic[1],mysum$fstatistic[2],mysum$fstatistic[3]))
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'Multiple Linear Regression - Residual Statistics', 2, TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'Residual Standard Deviation',1,TRUE)
a<-table.element(a, mysum$sigma)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'Sum Squared Residuals',1,TRUE)
a<-table.element(a, sum(myerror*myerror))
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable3.tab')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a, 'Multiple Linear Regression - Actuals, Interpolation, and Residuals', 4, TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'Time or Index', 1, TRUE)
a<-table.element(a, 'Actuals', 1, TRUE)
a<-table.element(a, 'Interpolation
Forecast', 1, TRUE)
a<-table.element(a, 'Residuals
Prediction Error', 1, TRUE)
a<-table.row.end(a)
for (i in 1:n) {
a<-table.row.start(a)
a<-table.element(a,i, 1, TRUE)
a<-table.element(a,x[i])
a<-table.element(a,x[i]-mysum$resid[i])
a<-table.element(a,mysum$resid[i])
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable4.tab')
if (n > n25) {
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Goldfeld-Quandt test for Heteroskedasticity',4,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'p-values',header=TRUE)
a<-table.element(a,'Alternative Hypothesis',3,header=TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'breakpoint index',header=TRUE)
a<-table.element(a,'greater',header=TRUE)
a<-table.element(a,'2-sided',header=TRUE)
a<-table.element(a,'less',header=TRUE)
a<-table.row.end(a)
for (mypoint in kp3:nmkm3) {
a<-table.row.start(a)
a<-table.element(a,mypoint,header=TRUE)
a<-table.element(a,gqarr[mypoint-kp3+1,1])
a<-table.element(a,gqarr[mypoint-kp3+1,2])
a<-table.element(a,gqarr[mypoint-kp3+1,3])
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable5.tab')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity',4,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Description',header=TRUE)
a<-table.element(a,'# significant tests',header=TRUE)
a<-table.element(a,'% significant tests',header=TRUE)
a<-table.element(a,'OK/NOK',header=TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'1% type I error level',header=TRUE)
a<-table.element(a,numsignificant1)
a<-table.element(a,numsignificant1/numgqtests)
if (numsignificant1/numgqtests < 0.01) dum <- 'OK' else dum <- 'NOK'
a<-table.element(a,dum)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'5% type I error level',header=TRUE)
a<-table.element(a,numsignificant5)
a<-table.element(a,numsignificant5/numgqtests)
if (numsignificant5/numgqtests < 0.05) dum <- 'OK' else dum <- 'NOK'
a<-table.element(a,dum)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'10% type I error level',header=TRUE)
a<-table.element(a,numsignificant10)
a<-table.element(a,numsignificant10/numgqtests)
if (numsignificant10/numgqtests < 0.1) dum <- 'OK' else dum <- 'NOK'
a<-table.element(a,dum)
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable6.tab')
}