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Author's title

Author

*Unverified author*

R Software Module

rwasp_multipleregression.wasp

Title produced by software

Multiple Regression

Date of computation

Sat, 17 Dec 2011 13:08:25 -0500

Cite this page as follows

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2011/Dec/17/t1324145321jmbrmgnpfgc5b0e.htm/, Retrieved Fri, 26 Apr 2024 19:19:01 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=156535, Retrieved Fri, 26 Apr 2024 19:19:01 +0000

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Original text written by user:

IsPrivate?

No (this computation is public)

User-defined keywords

Estimated Impact

101

Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)

-     [Univariate Data Series] [] [2008-12-08 19:22:39] [d2d412c7f4d35ffbf5ee5ee89db327d4]
- RMPD  [(Partial) Autocorrelation Function] [] [2011-12-01 17:46:48] [86f7284edee3dbb8ea5c7e2dec87d892]
- R P     [(Partial) Autocorrelation Function] [] [2011-12-05 14:45:05] [86f7284edee3dbb8ea5c7e2dec87d892]
- RMP       [ARIMA Forecasting] [] [2011-12-05 16:06:32] [86f7284edee3dbb8ea5c7e2dec87d892]
- RMPD        [Multiple Regression] [] [2011-12-16 11:27:07] [86f7284edee3dbb8ea5c7e2dec87d892]
- R               [Multiple Regression] [] [2011-12-17 18:08:25] [d41d8cd98f00b204e9800998ecf8427e] [Current]

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Dataseries X:

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Boxplots

56	3	30	112285	24188	146283	144	145	1
56	4	28	84786	18273	98364	103	101	1
54	12	38	83123	14130	86146	98	98	1
89	2	30	101193	32287	96933	135	132	1
40	1	22	38361	8654	79234	61	60	1
25	3	26	68504	9245	42551	39	38	1
92	0	25	119182	33251	195663	150	144	1
18	0	18	22807	1271	6853	5	5	1
63	0	11	17140	5279	21529	28	28	0
44	5	26	116174	27101	95757	84	84	1
33	0	25	57635	16373	85584	80	79	1
84	0	38	66198	19716	143983	130	127	1
88	7	44	71701	17753	75851	82	78	1
55	7	30	57793	9028	59238	60	60	1
60	3	40	80444	18653	93163	131	131	1
66	9	34	53855	8828	96037	84	84	1
154	0	47	97668	29498	151511	140	133	1
53	4	30	133824	27563	136368	151	150	1
119	3	31	101481	18293	112642	91	91	1
41	0	23	99645	22530	94728	138	132	1
61	7	36	114789	15977	105499	150	136	1
58	0	36	99052	35082	121527	124	124	1
75	1	30	67654	16116	127766	119	118	1
33	5	25	65553	15849	98958	73	70	1
40	7	39	97500	16026	77900	110	107	1
92	0	34	69112	26569	85646	123	119	1
100	0	31	82753	24785	98579	90	89	1
112	5	31	85323	17569	130767	116	112	1
73	0	33	72654	23825	131741	113	108	1
40	0	25	30727	7869	53907	56	52	1
45	0	33	77873	14975	178812	115	112	1
60	3	35	117478	37791	146761	119	116	1
62	4	42	74007	9605	82036	129	123	1
75	1	43	90183	27295	163253	127	125	1
31	4	30	61542	2746	27032	27	27	1
77	2	33	101494	34461	171975	175	162	1
34	0	13	27570	8098	65990	35	32	0
46	0	32	55813	4787	86572	64	64	1
99	0	36	79215	24919	159676	96	92	1
17	0	0	1423	603	1929	0	0	0
66	2	28	55461	16329	85371	84	83	1
30	1	14	31081	12558	58391	41	41	1
76	0	17	22996	7784	31580	47	47	0
146	2	32	83122	28522	136815	126	120	1
67	10	30	70106	22265	120642	105	105	1
56	6	35	60578	14459	69107	80	79	1
107	0	20	39992	14526	50495	70	65	0
58	5	28	79892	22240	108016	73	70	1
34	4	28	49810	11802	46341	57	55	1
61	1	39	71570	7623	78348	40	39	1
119	2	34	100708	11912	79336	68	67	1
42	2	26	33032	7935	56968	21	21	1
66	0	39	82875	18220	93176	127	127	1
89	8	39	139077	19199	161632	154	152	1
44	3	33	71595	19918	87850	116	113	1
66	0	28	72260	21884	127969	102	99	1
24	0	4	5950	2694	15049	7	7	1
259	8	39	115762	15808	155135	148	141	1
17	5	18	32551	3597	25109	21	21	1
64	3	14	31701	5296	45824	35	35	1
41	1	29	80670	25239	102996	112	109	1
68	5	44	143558	29801	160604	137	133	1
168	1	21	117105	18450	158051	135	123	0
43	1	16	23789	7132	44547	26	26	0
132	5	28	120733	34861	162647	230	230	1
105	0	35	105195	35940	174141	181	166	1
71	12	28	73107	16688	60622	71	68	1
112	8	38	132068	24683	179566	147	147	1
94	8	23	149193	46230	184301	190	179	1
82	8	36	46821	10387	75661	64	61	1
70	8	32	87011	21436	96144	105	101	1
57	2	29	95260	30546	129847	107	108	1
53	0	25	55183	19746	117286	94	90	1
103	5	27	106671	15977	71180	116	114	1
121	8	36	73511	22583	109377	106	103	1
62	2	28	92945	17274	85298	143	142	1
52	5	23	78664	16469	73631	81	79	1
52	12	40	70054	14251	86767	89	88	1
32	6	23	22618	3007	23824	26	25	1
62	7	40	74011	16851	93487	84	83	1
45	2	28	83737	21113	82981	113	113	1
46	0	34	69094	17401	73815	120	118	1
63	4	33	93133	23958	94552	110	110	1
75	3	28	95536	23567	132190	134	129	1
88	6	34	225920	13065	128754	54	51	1
46	2	30	62133	15358	66363	96	93	1
53	0	33	61370	14587	67808	78	76	1
37	1	22	43836	12770	61724	51	49	1
90	0	38	106117	24021	131722	121	118	1
63	5	26	38692	9648	68580	38	38	1
78	2	35	84651	20537	106175	145	141	1
25	0	8	56622	7905	55792	59	58	1
45	0	24	15986	4527	25157	27	27	1
46	5	29	95364	30495	76669	91	91	1
41	0	20	26706	7117	57283	48	48	0
144	1	29	89691	17719	105805	68	63	1
82	0	45	67267	27056	129484	58	56	1
91	1	37	126846	33473	72413	150	144	1
71	1	33	41140	9758	87831	74	73	1
63	2	33	102860	21115	96971	181	168	1
53	6	25	51715	7236	71299	65	64	1
62	1	32	55801	13790	77494	97	97	1
63	4	29	111813	32902	120336	121	117	1
32	2	28	120293	25131	93913	99	100	1
39	3	28	138599	30910	136048	152	149	1
62	0	31	161647	35947	181248	188	187	1
117	10	52	115929	29848	146123	138	127	1
34	0	21	24266	6943	32036	40	37	0
92	9	24	162901	42705	186646	254	245	1
93	7	41	109825	31808	102255	87	87	1
54	0	33	129838	26675	168237	178	177	1
144	0	32	37510	8435	64219	51	49	1
14	4	19	43750	7409	19630	49	49	1
61	4	20	40652	14993	76825	73	73	1
109	0	31	87771	36867	115338	176	177	1
38	0	31	85872	33835	109427	94	94	1
73	0	32	89275	24164	118168	120	117	1
75	1	18	44418	12607	84845	66	60	0
50	0	23	192565	22609	153197	56	55	1
61	1	17	35232	5892	29877	39	39	0
55	0	20	40909	17014	63506	66	64	0
77	0	12	13294	5394	22445	27	26	0
75	4	17	32387	9178	47695	65	64	0
72	0	30	140867	6440	68370	58	58	1
50	4	31	120662	21916	146304	98	95	1
32	4	10	21233	4011	38233	25	25	0
53	3	13	44332	5818	42071	26	26	0
42	0	22	61056	18647	50517	77	76	0
71	0	42	101338	20556	103950	130	129	1
10	0	1	1168	238	5841	11	11	1
35	5	9	13497	70	2341	2	2	0
65	0	32	65567	22392	84396	101	101	1
25	4	11	25162	3913	24610	31	28	1
66	0	25	32334	12237	35753	36	36	0
41	0	36	40735	8388	55515	120	89	1
86	1	31	91413	22120	209056	195	193	1
16	0	0	855	338	6622	4	4	1
42	5	24	97068	11727	115814	89	84	1
19	0	13	44339	3704	11609	24	23	0
19	0	8	14116	3988	13155	39	39	1
45	0	13	10288	3030	18274	14	14	0
65	0	19	65622	13520	72875	78	78	0
35	0	18	16563	1421	10112	15	14	0
95	2	33	76643	20923	142775	106	101	1
49	7	40	110681	20237	68847	83	82	1
37	1	22	29011	3219	17659	24	24	0
64	8	38	92696	3769	20112	37	36	1
38	2	24	94785	12252	61023	77	75	1
34	0	8	8773	1888	13983	16	16	1
32	2	35	83209	14497	65176	56	55	1
65	0	43	93815	28864	132432	132	131	1
52	0	43	86687	21721	112494	144	131	1
62	1	14	34553	4821	45109	40	39	0
65	3	41	105547	33644	170875	153	144	1
83	0	38	103487	15923	180759	143	139	1
95	3	45	213688	42935	214921	220	211	1
29	0	31	71220	18864	100226	79	78	1
18	0	13	23517	4977	32043	50	50	0
33	0	28	56926	7785	54454	39	39	1
247	4	31	91721	17939	78876	95	90	1
139	4	40	115168	23436	170745	169	166	1
29	11	30	111194	325	6940	12	12	1
118	0	16	51009	13539	49025	63	57	0
110	0	37	135777	34538	122037	134	133	1
67	4	30	51513	12198	53782	69	69	1
42	0	35	74163	26924	127748	119	119	1
65	1	32	51633	12716	86839	119	119	1
94	0	27	75345	8172	44830	75	65	1
64	0	20	33416	10855	77395	63	61	0
81	0	18	83305	11932	89324	55	49	0
95	9	31	98952	14300	103300	103	101	1
67	1	31	102372	25515	112283	197	196	1
63	3	21	37238	2805	10901	16	15	1
83	10	39	103772	29402	120691	140	136	1
45	5	41	123969	16440	58106	89	89	1
30	0	13	27142	11221	57140	40	40	0
70	2	32	135400	28732	122422	125	123	1
32	0	18	21399	5250	25899	21	21	0
83	1	39	130115	28608	139296	167	163	1
31	2	14	24874	8092	52678	32	29	0
67	4	7	34988	4473	23853	36	35	0
66	0	17	45549	1572	17306	13	13	0
10	0	0	6023	2065	7953	5	5	1
70	2	30	64466	14817	89455	96	96	1
103	1	37	54990	16714	147866	151	151	1
5	0	0	1644	556	4245	6	6	1
20	0	5	6179	2089	21509	13	13	1
5	0	1	3926	2658	7670	3	3	1
36	1	16	32755	10695	66675	57	56	0
34	0	32	34777	1669	14336	23	23	1
48	2	24	73224	16267	53608	61	57	1
40	0	17	27114	7768	30059	21	14	0
43	3	11	20760	7252	29668	43	43	0
31	6	24	37636	6387	22097	20	20	0
42	0	22	65461	18715	96841	82	72	0
46	2	12	30080	7936	41907	90	87	0
33	0	19	24094	8643	27080	25	21	0
18	2	13	69008	7294	35885	60	56	0
55	1	17	54968	4570	41247	61	59	0
35	1	15	46090	7185	28313	85	82	0
59	2	16	27507	10058	36845	43	43	0
19	1	24	10672	2342	16548	25	25	0
66	0	15	34029	8509	36134	41	38	0
60	1	17	46300	13275	55764	26	25	0
36	3	18	24760	6816	28910	38	38	0
25	0	20	18779	1930	13339	12	12	0
47	0	16	21280	8086	25319	29	29	0
54	0	16	40662	10737	66956	49	47	0
53	0	18	28987	8033	47487	46	45	0
40	1	22	22827	7058	52785	41	40	0
40	4	8	18513	6782	44683	31	30	0
39	0	17	30594	5401	35619	41	41	0
14	0	18	24006	6521	21920	26	25	0
45	0	16	27913	10856	45608	23	23	0
36	7	23	42744	2154	7721	14	14	0
28	2	22	12934	6117	20634	16	16	0
44	0	13	22574	5238	29788	25	26	0
30	7	13	41385	4820	31931	21	21	0
22	3	16	18653	5615	37754	32	27	0
17	0	16	18472	4272	32505	9	9	0
31	0	20	30976	8702	40557	35	33	0
55	6	22	63339	15340	94238	42	42	0
54	2	17	25568	8030	44197	68	68	0
21	0	18	33747	9526	43228	32	32	0
14	0	17	4154	1278	4103	6	6	0
81	3	12	19474	4236	44144	68	67	0
35	0	7	35130	3023	32868	33	33	0
43	1	17	39067	7196	27640	84	77	0
46	1	14	13310	3394	14063	46	46	0
30	0	23	65892	6371	28990	30	30	0
23	1	17	4143	1574	4694	0	0	0
38	0	14	28579	9620	42648	36	36	0
54	0	15	51776	6978	64329	47	46	0
20	0	17	21152	4911	21928	20	18	0
53	0	21	38084	8645	25836	50	48	0
45	0	18	27717	8987	22779	30	29	0
39	0	18	32928	5544	40820	30	28	0
20	0	17	11342	3083	27530	34	34	0
24	0	17	19499	6909	32378	33	33	0
31	0	16	16380	3189	10824	34	34	0
35	0	15	36874	6745	39613	37	33	0
151	0	21	48259	16724	60865	83	80	0
52	0	16	16734	4850	19787	32	32	0
30	2	14	28207	7025	20107	30	30	0
31	0	15	30143	6047	36605	43	41	0
29	1	17	41369	7377	40961	41	41	0
57	1	15	45833	9078	48231	51	51	0
40	0	15	29156	4605	39725	19	18	0
44	0	10	35944	3238	21455	37	34	0
25	0	6	36278	8100	23430	33	31	0
77	0	22	45588	9653	62991	41	39	0
35	0	21	45097	8914	49363	54	54	0
11	0	1	3895	786	9604	14	14	0
63	1	18	28394	6700	24552	25	24	0
44	0	17	18632	5788	31493	25	24	0
19	0	4	2325	593	3439	8	8	0
13	0	10	25139	4506	19555	26	26	0
42	0	16	27975	6382	21228	20	19	0
38	1	16	14483	5621	23177	11	11	0
29	0	9	13127	3997	22094	14	14	0
20	0	16	5839	520	2342	3	1	0
27	0	17	24069	8891	38798	40	39	0
20	0	7	3738	999	3255	5	5	0
19	0	15	18625	7067	24261	38	37	0
37	0	14	36341	4639	18511	32	32	0
26	0	14	24548	5654	40798	41	38	0
42	0	18	21792	6928	28893	46	47	0
49	0	12	26263	1514	21425	47	47	0
30	0	16	23686	9238	50276	37	37	0
49	0	21	49303	8204	37643	51	51	0
67	1	19	25659	5926	30377	49	45	0
28	0	16	28904	5785	27126	21	21	0
19	0	1	2781	4	13	1	1	0
49	1	16	29236	5930	42097	44	42	0
27	0	10	19546	3710	24451	26	26	0
30	6	19	22818	705	14335	21	21	0
22	3	12	32689	443	5084	4	4	0
12	1	2	5752	2416	9927	10	10	0
31	2	14	22197	7747	43527	43	43	0
20	0	17	20055	5432	27184	34	34	0
20	0	19	25272	4913	21610	32	31	0
39	0	14	82206	2650	20484	20	19	0
29	3	11	32073	2370	20156	34	34	0
16	1	4	5444	775	6012	6	6	0
27	0	16	20154	5576	18475	12	11	0
21	0	20	36944	1352	12645	24	24	0
19	1	12	8019	3080	11017	16	16	0
35	0	15	30884	10205	37623	72	72	0
14	0	16	19540	6095	35873	27	21	0

Summary of computational transaction
Raw Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	10 seconds
R Server	'Gertrude Mary Cox' @ cox.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 & 10 seconds \tabularnewline
R Server & 'Gertrude Mary Cox' @ cox.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=156535&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]10 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'Gertrude Mary Cox' @ cox.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=156535&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=156535&T=0

As an alternative you can also use a QR Code:

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

Summary of computational transaction
Raw Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	10 seconds
R Server	'Gertrude Mary Cox' @ cox.wessa.net

Multiple Linear Regression - Estimated Regression Equation
totsize[t] = + 528.279951966106 + 9.5829773538428logins[t] + 2014.61748089442shared_compendiums[t] + 539.619440965055compendiums_reviewed[t] + 1.14707552171977totrevisions[t] + 0.252763603144547totseconds[t] + 72.9180606729002tothyperlinks[t] + 4.36169994355521totblogs[t] + 5358.7323750144course_cid[t] + e[t]

\begin{tabular}{lllllllll}
\hline
Multiple Linear Regression - Estimated Regression Equation \tabularnewline
totsize[t] =  +  528.279951966106 +  9.5829773538428logins[t] +  2014.61748089442shared_compendiums[t] +  539.619440965055compendiums_reviewed[t] +  1.14707552171977totrevisions[t] +  0.252763603144547totseconds[t] +  72.9180606729002tothyperlinks[t] +  4.36169994355521totblogs[t] +  5358.7323750144course_cid[t]  + e[t] \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=156535&T=1

[TABLE]
[ROW][C]Multiple Linear Regression - Estimated Regression Equation[/C][/ROW]
[ROW][C]totsize[t] =  +  528.279951966106 +  9.5829773538428logins[t] +  2014.61748089442shared_compendiums[t] +  539.619440965055compendiums_reviewed[t] +  1.14707552171977totrevisions[t] +  0.252763603144547totseconds[t] +  72.9180606729002tothyperlinks[t] +  4.36169994355521totblogs[t] +  5358.7323750144course_cid[t]  + e[t][/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=156535&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=156535&T=1

As an alternative you can also use a QR Code:

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

Multiple Linear Regression - Estimated Regression Equation
totsize[t] = + 528.279951966106 + 9.5829773538428logins[t] + 2014.61748089442shared_compendiums[t] + 539.619440965055compendiums_reviewed[t] + 1.14707552171977totrevisions[t] + 0.252763603144547totseconds[t] + 72.9180606729002tothyperlinks[t] + 4.36169994355521totblogs[t] + 5358.7323750144course_cid[t] + e[t]

Multiple Linear Regression - Ordinary Least Squares
Variable	Parameter	S.D.	T-STATH0: parameter = 0	2-tail p-value	1-tail p-value
(Intercept)	528.279951966106	3045.465503	0.1735	0.862412	0.431206
logins	9.5829773538428	45.926387	0.2087	0.834866	0.417433
shared_compendiums	2014.61748089442	482.350332	4.1767	4e-05	2e-05
compendiums_reviewed	539.619440965055	191.86424	2.8125	0.005263	0.002632
totrevisions	1.14707552171977	0.278182	4.1235	4.9e-05	2.5e-05
totseconds	0.252763603144547	0.061113	4.136	4.7e-05	2.3e-05
tothyperlinks	72.9180606729002	405.138914	0.18	0.857296	0.428648
totblogs	4.36169994355521	417.129639	0.0105	0.991665	0.495832
course_cid	5358.7323750144	3453.821559	1.5515	0.121903	0.060951

\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) & 528.279951966106 & 3045.465503 & 0.1735 & 0.862412 & 0.431206 \tabularnewline
logins & 9.5829773538428 & 45.926387 & 0.2087 & 0.834866 & 0.417433 \tabularnewline
shared_compendiums & 2014.61748089442 & 482.350332 & 4.1767 & 4e-05 & 2e-05 \tabularnewline
compendiums_reviewed & 539.619440965055 & 191.86424 & 2.8125 & 0.005263 & 0.002632 \tabularnewline
totrevisions & 1.14707552171977 & 0.278182 & 4.1235 & 4.9e-05 & 2.5e-05 \tabularnewline
totseconds & 0.252763603144547 & 0.061113 & 4.136 & 4.7e-05 & 2.3e-05 \tabularnewline
tothyperlinks & 72.9180606729002 & 405.138914 & 0.18 & 0.857296 & 0.428648 \tabularnewline
totblogs & 4.36169994355521 & 417.129639 & 0.0105 & 0.991665 & 0.495832 \tabularnewline
course_cid & 5358.7323750144 & 3453.821559 & 1.5515 & 0.121903 & 0.060951 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=156535&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]528.279951966106[/C][C]3045.465503[/C][C]0.1735[/C][C]0.862412[/C][C]0.431206[/C][/ROW]
[ROW][C]logins[/C][C]9.5829773538428[/C][C]45.926387[/C][C]0.2087[/C][C]0.834866[/C][C]0.417433[/C][/ROW]
[ROW][C]shared_compendiums[/C][C]2014.61748089442[/C][C]482.350332[/C][C]4.1767[/C][C]4e-05[/C][C]2e-05[/C][/ROW]
[ROW][C]compendiums_reviewed[/C][C]539.619440965055[/C][C]191.86424[/C][C]2.8125[/C][C]0.005263[/C][C]0.002632[/C][/ROW]
[ROW][C]totrevisions[/C][C]1.14707552171977[/C][C]0.278182[/C][C]4.1235[/C][C]4.9e-05[/C][C]2.5e-05[/C][/ROW]
[ROW][C]totseconds[/C][C]0.252763603144547[/C][C]0.061113[/C][C]4.136[/C][C]4.7e-05[/C][C]2.3e-05[/C][/ROW]
[ROW][C]tothyperlinks[/C][C]72.9180606729002[/C][C]405.138914[/C][C]0.18[/C][C]0.857296[/C][C]0.428648[/C][/ROW]
[ROW][C]totblogs[/C][C]4.36169994355521[/C][C]417.129639[/C][C]0.0105[/C][C]0.991665[/C][C]0.495832[/C][/ROW]
[ROW][C]course_cid[/C][C]5358.7323750144[/C][C]3453.821559[/C][C]1.5515[/C][C]0.121903[/C][C]0.060951[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=156535&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=156535&T=2

As an alternative you can also use a QR Code:

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

Multiple Linear Regression - Ordinary Least Squares
Variable	Parameter	S.D.	T-STATH0: parameter = 0	2-tail p-value	1-tail p-value
(Intercept)	528.279951966106	3045.465503	0.1735	0.862412	0.431206
logins	9.5829773538428	45.926387	0.2087	0.834866	0.417433
shared_compendiums	2014.61748089442	482.350332	4.1767	4e-05	2e-05
compendiums_reviewed	539.619440965055	191.86424	2.8125	0.005263	0.002632
totrevisions	1.14707552171977	0.278182	4.1235	4.9e-05	2.5e-05
totseconds	0.252763603144547	0.061113	4.136	4.7e-05	2.3e-05
tothyperlinks	72.9180606729002	405.138914	0.18	0.857296	0.428648
totblogs	4.36169994355521	417.129639	0.0105	0.991665	0.495832
course_cid	5358.7323750144	3453.821559	1.5515	0.121903	0.060951

Multiple Linear Regression - Regression Statistics
Multiple R	0.871654572253717
R-squared	0.75978169333081
Adjusted R-squared	0.752918313140261
F-TEST (value)	110.700802263165
F-TEST (DF numerator)	8
F-TEST (DF denominator)	280
p-value	0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	20093.8967637112
Sum Squared Residuals	113054112402.191

\begin{tabular}{lllllllll}
\hline
Multiple Linear Regression - Regression Statistics \tabularnewline
Multiple R & 0.871654572253717 \tabularnewline
R-squared & 0.75978169333081 \tabularnewline
Adjusted R-squared & 0.752918313140261 \tabularnewline
F-TEST (value) & 110.700802263165 \tabularnewline
F-TEST (DF numerator) & 8 \tabularnewline
F-TEST (DF denominator) & 280 \tabularnewline
p-value & 0 \tabularnewline
Multiple Linear Regression - Residual Statistics \tabularnewline
Residual Standard Deviation & 20093.8967637112 \tabularnewline
Sum Squared Residuals & 113054112402.191 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=156535&T=3

[TABLE]
[ROW][C]Multiple Linear Regression - Regression Statistics[/C][/ROW]
[ROW][C]Multiple R[/C][C]0.871654572253717[/C][/ROW]
[ROW][C]R-squared[/C][C]0.75978169333081[/C][/ROW]
[ROW][C]Adjusted R-squared[/C][C]0.752918313140261[/C][/ROW]
[ROW][C]F-TEST (value)[/C][C]110.700802263165[/C][/ROW]
[ROW][C]F-TEST (DF numerator)[/C][C]8[/C][/ROW]
[ROW][C]F-TEST (DF denominator)[/C][C]280[/C][/ROW]
[ROW][C]p-value[/C][C]0[/C][/ROW]
[ROW][C]Multiple Linear Regression - Residual Statistics[/C][/ROW]
[ROW][C]Residual Standard Deviation[/C][C]20093.8967637112[/C][/ROW]
[ROW][C]Sum Squared Residuals[/C][C]113054112402.191[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=156535&T=3

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=156535&T=3

As an alternative you can also use a QR Code:

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

Multiple Linear Regression - Regression Statistics
Multiple R	0.871654572253717
R-squared	0.75978169333081
Adjusted R-squared	0.752918313140261
F-TEST (value)	110.700802263165
F-TEST (DF numerator)	8
F-TEST (DF denominator)	280
p-value	0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	20093.8967637112
Sum Squared Residuals	113054112402.191

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	InterpolationForecast	ResidualsPrediction Error
1	112285	104509.222837295	7775.77716270472
2	84786	83365.9153410982	1420.08465890178
3	83123	96641.6086502963	-13518.6086502963
4	101193	98914.1597989804	2278.84020101963
5	38361	54820.543197438	-16459.543197438
6	68504	50570.1509084024	17933.8490915976
7	119182	119422.819215243	-240.819215242889
8	22807	19349.1766202583	3457.82337974165
9	17140	20728.8139643922	-3588.81396439215
10	116174	92194.1341523352	23979.8658476648
11	57635	66285.3434817972	-8650.34348179724
12	66198	96240.2078194722	-30042.2078194722
13	71701	90431.7894728253	-18730.7894728253
14	57793	66670.7754468045	-8877.77544680454
15	80444	89158.8849566465	-8714.88495664647
16	53855	83890.647905913	-30035.647905913
17	97668	115646.439167252	-17978.4391672519
18	133824	108392.555071182	25431.4449288177
19	101481	86287.150265013	15193.849734987
20	99645	79117.0004091169	20527.9995908831
21	114789	96524.2294584897	18264.7705415103
22	99052	106411.121057006	-7359.12105700612
23	67654	84781.7297791814	-17127.7297791814
24	65553	78588.1420171411	-13035.1420171411
25	97500	87978.817549053	9521.18245094702
26	69112	86728.5120838861	-17616.5120838861
27	82753	83871.7795280297	-1118.77952802967
28	85323	95914.7092302319	-10591.7092302319
29	72654	93733.2198224388	-21079.2198224388
30	30727	46723.1020751338	-15996.1020751338
31	77873	95374.3965740482	-17501.3965740482
32	117478	121020.700460607	-3542.70046060743
33	74007	78899.9376205746	-4892.9376205746
34	90183	114203.638138811	-24020.638138811
35	61542	42500.2664169691	19041.7335830309
36	101494	124927.224310244	-23433.2243102439
37	27570	36529.7481826831	-8959.74818268308
38	55813	55914.8572494944	-101.857249494411
39	79215	102607.693200602	-23392.693200602
40	1423	1870.45809704428	-447.458097044282
41	55461	72454.4840911984	-16993.4840911984
42	31081	48076.3554402458	-16995.3554402457
43	22996	30973.375924609	-7977.37592460895
44	83122	105593.004126037	-22471.0041260366
45	70106	107011.747813967	-36905.7478139667
46	60578	77629.3628183684	-17051.3628183684
47	39992	47159.5392608477	-7167.53926084773
48	79892	90067.0671504767	-10175.0671504767
49	49810	59027.9742235194	-9217.9742235194
50	71570	61165.8578300499	10404.1421699501
51	100708	68371.5614424656	32336.4385575344
52	33032	49473.1939844527	-16441.1939844527
53	82875	81830.3941205916	1044.60587940841
54	139077	118671.744736269	20405.2552637307
55	71595	84164.0572346206	-12569.0572346206
56	72260	86946.7899105234	-14686.7899105234
57	5950	15710.5007908835	-9760.50079088348
58	115762	114283.425599224	1478.57440077582
59	32551	37931.7072197669	-5380.70721976694
60	31701	40461.19042892	-8760.19042892002
61	80670	87570.4229187424	-6900.42291874241
62	143558	125703.721340854	17854.2786591459
63	117105	86978.3567887996	30126.6432112004
64	23789	33038.95314073	-9249.95314073001
65	120733	131208.18355429	-10475.1835542901
66	105195	124944.517421139	-19749.517421139
67	73107	85791.3671970839	-12684.3671970839
68	132068	128643.92346992	3424.07653007994
69	149193	149565.061197589	-372.061197588837
70	46821	78187.8961931383	-31366.8961931383
71	87011	96929.9255090545	-9918.92550905453
72	95260	102243.901335791	-6983.90133579131
73	55183	79428.032059323	-24245.032059323
74	106671	76791.1390189222	29879.8609810778
75	73511	104319.292962345	-30808.2929623451
76	92945	78041.1926831495	14903.8073168505
77	78664	72623.0225364335	6040.97746356651
78	70054	97297.5643677079	-27243.5643677079
79	22618	42168.6278810776	-19550.6278810776
80	74011	91614.8757032947	-17603.8757032947
81	83737	79382.2206089804	4354.7793910196
82	69094	72557.7446717171	-3463.7446717171
83	93133	92238.3645973926	894.635402607378
84	95536	98538.5613611582	-3002.5613611582
85	225920	88855.9688362968	137064.031163703
86	62133	68342.3562534006	-6209.35625340059
87	61370	64093.2346441291	-2723.2346441291
88	43836	54310.1071156059	-10474.1071156059
89	106117	97441.2134208954	8675.78657910456
90	38692	61932.0762104668	-23240.0762104668
91	84651	91133.183999189	-6482.18399918897
92	56622	38168.5054108097	18453.4945891904
93	15986	32907.2512788418	-16921.2512788418
94	95364	93441.539418147	1922.46058185295
95	26706	38065.7933193733	-11359.7933193733
96	89691	77232.4417570774	12458.5582429226
97	67267	99193.311734509	-31926.311734509
98	126846	97004.8236886205	29841.1763113795
99	41140	65497.4463062489	-24357.4463062489
100	102860	90989.5899878632	11870.4100121368
101	51715	63313.9543921204	-11598.9543921204
102	55801	68665.5674010902	-12864.5674010902
103	111813	107689.21761028	4123.78238972021
104	120293	85552.2481105399	34740.7518894601
105	138599	108991.470804323	29607.5291956769
106	161647	124780.414210789	36866.5857892111
107	115929	137003.720836781	-21074.7208367812
108	24266	31325.8949047295	-7059.89490472953
109	162901	153604.049679393	9296.95032060735
110	109825	112060.808274756	-2235.80827475578
111	129838	111085.800189824	18752.1998101757
112	37510	54375.1354244136	-16865.1354244136
113	43750	41579.5536522036	2170.44634779641
114	40652	67580.5223221693	-26928.5223221693
115	87771	108707.840815634	-20936.8408156342
116	85872	96714.1287129768	-10842.1287129768
117	89275	90701.3803220581	-1426.38032205807
118	44418	53955.9736839146	-9537.97368391464
119	192565	87757.5694129443	104807.430587056
120	35232	29625.2873570151	5606.71264298486
121	40909	52507.8216343652	-11598.8216343652
122	13294	21684.3987732292	-8390.39877322918
123	32387	46081.2456039372	-13694.2456039372
124	140867	51916.4099480312	88950.5900519688
125	120662	100832.798557219	19829.2014427808
126	21233	30486.4243325722	-9253.42433257215
127	44332	33412.0596362364	10919.9403637636
128	61056	52906.9487631438	8149.05123685617
129	101338	89127.4883911785	12210.5116088215
130	1168	9121.9350884016	-7953.9350884016
131	13497	16619.9209352229	-3122.9209352229
132	65567	78600.5359214603	-13033.5359214603
133	25162	33212.4768041761	-8050.47680417608
134	32334	40507.1341261503	-8173.1341261503
135	40735	58498.4137537094	-17763.4137537094
136	91413	118729.856809971	-27316.8568099715
137	855	8410.97111347228	-7555.97111347228
138	97068	78894.8601364124	18173.1398635876
139	44339	16758.8622104413	27580.1377895587
140	14116	21299.5974684507	-7183.59746845067
141	10288	17151.1242287395	-6863.12422873947
142	65622	51360.3728191956	14261.6271808044
143	16563	15917.6086773863	645.391322613681
144	76643	96892.5023947631	-20249.5023947631
145	110681	89068.9197721398	21612.0802278602
146	29011	24779.7981233243	4231.20187667566
147	92696	55384.7001521241	37311.2998478759
148	94785	58651.4478257569	36133.5521742431
149	8773	17466.337302372	-8693.337302372
150	83209	66536.1623293677	16672.8376706323
151	93815	106493.285868464	-12678.2858684642
152	86687	94010.5627197988	-7323.5627197988
153	34553	30710.5073914826	3842.49260851743
154	105547	128245.892992121	-22698.8929921208
155	103487	102175.676845549	1311.32315445055
156	213688	157660.308374302	56027.6916256981
157	71220	75965.7782594021	-4745.77825940215
158	23517	25388.1133148638	-1871.11331486377
159	56926	47020.4777729422	9905.52222705783
160	91721	80874.8188314797	10846.1811685203
161	115168	119950.471531635	-4782.47153163498
162	111194	47568.6302668118	63625.3697331882
163	51009	43057.4281870611	7951.57181293886
164	135777	107722.39158038	28054.6084196199
165	51513	63694.5877630105	-12181.5877630105
166	74163	97546.3754442696	-23383.3754442696
167	51633	71524.5878277725	-19891.5878277725
168	75345	47815.1956435608	27529.8043564392
169	33416	48808.024694503	-15392.024694503
170	83305	51506.6289016858	31798.3710983141
171	98952	92121.9072825943	6830.09271740575
172	102372	98140.3306905563	4231.66930944369
173	37238	31071.6379494444	6166.36205055559
174	103772	122908.058657184	-19136.0586571835
175	123969	78938.6329881974	45030.3670118026
176	27142	38236.2591426823	-11094.2591426823
177	135400	101407.724205804	33992.275794196
178	21399	24739.431184475	-3340.43118447503
179	130115	110654.943738037	19460.0562619632
180	24874	37466.3428333356	-12592.3428333356
181	34988	26943.8941617149	8044.1058382851
182	45549	17516.4534779026	28032.5465220974
183	6023	10748.1807917611	-4725.18079176111
184	64466	73801.682076287	-9335.68207628696
185	54990	97071.2028567083	-42081.2028567083
186	1644	8109.36126287324	-6465.36126287324
187	6179	17614.3390718052	-11435.3390718052
188	3926	11694.009509414	-7768.00950941396
189	32755	45043.3662726897	-12288.3662726897
190	34777	30796.1782225019	3980.82177749808
191	73224	60233.344131933	12990.655868067
192	27114	28185.7764155075	-1071.77641550753
193	20760	32060.626239592	-11300.626239592
194	37636	40321.2076267014	-2685.20762670143
195	65461	65041.114554279	419.885445720963
196	30080	38111.6141766093	-8031.61417660931
197	24094	29770.8469059944	-5676.84690599442
198	69008	33801.590830149	35206.409169851
199	54968	32616.7091546069	22351.2908453931
200	46090	32926.521326677	13163.478673323
201	27507	37930.2118948984	-10423.2118948984
202	10672	24477.0175778599	-13805.0175778599
203	34029	31304.2588075781	2724.74119242188
204	46300	43618.8557631638	2681.14423683624
205	24760	34692.7629431348	-9932.76294313481
206	18779	18073.069791775	705.930208224993
207	21280	27528.6783375576	-6248.67833755763
208	40662	42697.8463436851	-2035.84634368513
209	28987	35517.2778660042	-6530.27786600415
210	22827	39400.1385378596	-16573.1385378596
211	18513	34752.0376441958	-16239.0376441958
212	30594	28442.5584236607	2151.44157633933
213	24006	25401.1613064383	-1395.16130643827
214	27913	35351.5537585147	-7438.55375851469
215	42744	32891.1417474555	9852.85825254451
216	12934	30166.1273044015	-17232.1273044015
217	22574	23439.0431966738	-865.043196673751
218	41385	37155.9179710314	4229.08202896856
219	18653	33851.6789194593	-15198.6789194593
220	18472	23137.0070169708	-4665.00701697076
221	30976	34546.993933664	-3570.99393366398
222	63339	69676.5011752334	-6337.5011752334
223	25568	39885.9593167766	-14317.9593167766
224	33747	34769.1312101294	-1022.13121012936
225	4154	12802.7022754845	-8648.70227548452
226	19474	35091.4572810845	-15617.4572810845
227	35130	18966.6957567628	16163.3042432372
228	39067	33830.2053928698	5236.7946071302
229	13310	21541.0444247437	-8231.04442474367
230	65892	30181.0442373084	35710.9557626916
231	4143	14928.8056327523	-10785.8056327523
232	28579	33043.9053129681	-4464.90531296811
233	51776	37032.1622098254	14743.8377901746
234	21152	22606.2299848103	-1454.22998481031
235	38084	32670.3189790315	5413.6810209685
236	27717	29053.1648185353	-1336.16481853533
237	32928	29602.0323975183	3325.96760248168
238	11342	23015.9976844398	-11673.9976844398
239	19499	28591.1587273833	-9092.15872738332
240	16380	18480.7122455365	-2100.71224553652
241	36874	29549.6291222258	7324.37087777417
242	48259	54276.6005546319	-6017.60055463188
243	16734	22698.2078652954	-5964.2078652954
244	28207	27858.5925348835	348.407465116548
245	30143	28422.7275439771	1720.27245602289
246	41369	33978.2305299331	7390.7694700669
247	45833	37728.8794773813	8104.12052261869
248	29156	25793.1613248014	3362.8386751986
249	35944	18329.6650529588	17614.3349470412
250	36278	21760.6426796653	14517.3573203347
251	45588	43292.0958316698	2295.90416833016
252	45097	39071.0004355396	6025.99956446037
253	3895	5584.37179712577	-1689.37179712577
254	28394	28678.6652389188	-284.665238918804
255	18632	26650.6510409542	-8018.65104095419
256	2325	5036.5421860749	-2711.5421860749
257	25139	18169.8414036053	6969.15859639465
258	27975	23792.2113158219	4182.78868417806
259	14483	24697.0525321964	-10214.0525321964
260	13127	16914.0978207329	-3787.09782073295
261	5839	10765.4180663049	-4926.41806630491
262	24069	33052.750300053	-8983.75030005305
263	3738	6852.34836331417	-3114.34836331417
264	18625	25975.5978275302	-7350.59782753015
265	36341	20910.6650303623	15430.3349696377
266	24548	28285.3091030156	-3737.30910301559
267	21792	29453.1836266289	-7661.18362662895
268	26263	18257.5604201141	8005.4395798859
269	23686	35613.6580521736	-11927.6580521736
270	49303	35196.5097873689	14106.4902126311
271	25659	31682.7572787694	-6023.75727876938
272	28904	24545.686738308	4358.31326169201
273	2781	1335.12995219839	1445.87004780161
274	29236	32480.7076912508	-3244.70769125085
275	19546	18628.4615722659	917.538427734096
276	22818	29211.1730031191	-6393.17300311906
277	32689	15360.7148449891	17328.2851550109
278	5752	9790.44839809219	-4038.44839809219
279	22197	35620.7245125782	-13423.7245125782
280	20055	25623.0218782715	-5568.02187827153
281	25272	24539.1030193249	732.896980675089
282	82206	18215.2815340326	63990.7184659674
283	32073	23226.6366209432	8846.36337905676
284	5444	7726.97970951881	-2282.97970951881
285	20154	21409.8275006196	-1255.82750061959
286	36944	18123.6674176208	18820.3325823792
287	8019	16754.5726867679	-8735.57268676785
288	30884	35737.7492784687	-4853.74927846875
289	19540	27415.5500678301	-7875.55006783007

\begin{tabular}{lllllllll}
\hline
Multiple Linear Regression - Actuals, Interpolation, and Residuals \tabularnewline
Time or Index & Actuals & InterpolationForecast & ResidualsPrediction Error \tabularnewline
1 & 112285 & 104509.222837295 & 7775.77716270472 \tabularnewline
2 & 84786 & 83365.9153410982 & 1420.08465890178 \tabularnewline
3 & 83123 & 96641.6086502963 & -13518.6086502963 \tabularnewline
4 & 101193 & 98914.1597989804 & 2278.84020101963 \tabularnewline
5 & 38361 & 54820.543197438 & -16459.543197438 \tabularnewline
6 & 68504 & 50570.1509084024 & 17933.8490915976 \tabularnewline
7 & 119182 & 119422.819215243 & -240.819215242889 \tabularnewline
8 & 22807 & 19349.1766202583 & 3457.82337974165 \tabularnewline
9 & 17140 & 20728.8139643922 & -3588.81396439215 \tabularnewline
10 & 116174 & 92194.1341523352 & 23979.8658476648 \tabularnewline
11 & 57635 & 66285.3434817972 & -8650.34348179724 \tabularnewline
12 & 66198 & 96240.2078194722 & -30042.2078194722 \tabularnewline
13 & 71701 & 90431.7894728253 & -18730.7894728253 \tabularnewline
14 & 57793 & 66670.7754468045 & -8877.77544680454 \tabularnewline
15 & 80444 & 89158.8849566465 & -8714.88495664647 \tabularnewline
16 & 53855 & 83890.647905913 & -30035.647905913 \tabularnewline
17 & 97668 & 115646.439167252 & -17978.4391672519 \tabularnewline
18 & 133824 & 108392.555071182 & 25431.4449288177 \tabularnewline
19 & 101481 & 86287.150265013 & 15193.849734987 \tabularnewline
20 & 99645 & 79117.0004091169 & 20527.9995908831 \tabularnewline
21 & 114789 & 96524.2294584897 & 18264.7705415103 \tabularnewline
22 & 99052 & 106411.121057006 & -7359.12105700612 \tabularnewline
23 & 67654 & 84781.7297791814 & -17127.7297791814 \tabularnewline
24 & 65553 & 78588.1420171411 & -13035.1420171411 \tabularnewline
25 & 97500 & 87978.817549053 & 9521.18245094702 \tabularnewline
26 & 69112 & 86728.5120838861 & -17616.5120838861 \tabularnewline
27 & 82753 & 83871.7795280297 & -1118.77952802967 \tabularnewline
28 & 85323 & 95914.7092302319 & -10591.7092302319 \tabularnewline
29 & 72654 & 93733.2198224388 & -21079.2198224388 \tabularnewline
30 & 30727 & 46723.1020751338 & -15996.1020751338 \tabularnewline
31 & 77873 & 95374.3965740482 & -17501.3965740482 \tabularnewline
32 & 117478 & 121020.700460607 & -3542.70046060743 \tabularnewline
33 & 74007 & 78899.9376205746 & -4892.9376205746 \tabularnewline
34 & 90183 & 114203.638138811 & -24020.638138811 \tabularnewline
35 & 61542 & 42500.2664169691 & 19041.7335830309 \tabularnewline
36 & 101494 & 124927.224310244 & -23433.2243102439 \tabularnewline
37 & 27570 & 36529.7481826831 & -8959.74818268308 \tabularnewline
38 & 55813 & 55914.8572494944 & -101.857249494411 \tabularnewline
39 & 79215 & 102607.693200602 & -23392.693200602 \tabularnewline
40 & 1423 & 1870.45809704428 & -447.458097044282 \tabularnewline
41 & 55461 & 72454.4840911984 & -16993.4840911984 \tabularnewline
42 & 31081 & 48076.3554402458 & -16995.3554402457 \tabularnewline
43 & 22996 & 30973.375924609 & -7977.37592460895 \tabularnewline
44 & 83122 & 105593.004126037 & -22471.0041260366 \tabularnewline
45 & 70106 & 107011.747813967 & -36905.7478139667 \tabularnewline
46 & 60578 & 77629.3628183684 & -17051.3628183684 \tabularnewline
47 & 39992 & 47159.5392608477 & -7167.53926084773 \tabularnewline
48 & 79892 & 90067.0671504767 & -10175.0671504767 \tabularnewline
49 & 49810 & 59027.9742235194 & -9217.9742235194 \tabularnewline
50 & 71570 & 61165.8578300499 & 10404.1421699501 \tabularnewline
51 & 100708 & 68371.5614424656 & 32336.4385575344 \tabularnewline
52 & 33032 & 49473.1939844527 & -16441.1939844527 \tabularnewline
53 & 82875 & 81830.3941205916 & 1044.60587940841 \tabularnewline
54 & 139077 & 118671.744736269 & 20405.2552637307 \tabularnewline
55 & 71595 & 84164.0572346206 & -12569.0572346206 \tabularnewline
56 & 72260 & 86946.7899105234 & -14686.7899105234 \tabularnewline
57 & 5950 & 15710.5007908835 & -9760.50079088348 \tabularnewline
58 & 115762 & 114283.425599224 & 1478.57440077582 \tabularnewline
59 & 32551 & 37931.7072197669 & -5380.70721976694 \tabularnewline
60 & 31701 & 40461.19042892 & -8760.19042892002 \tabularnewline
61 & 80670 & 87570.4229187424 & -6900.42291874241 \tabularnewline
62 & 143558 & 125703.721340854 & 17854.2786591459 \tabularnewline
63 & 117105 & 86978.3567887996 & 30126.6432112004 \tabularnewline
64 & 23789 & 33038.95314073 & -9249.95314073001 \tabularnewline
65 & 120733 & 131208.18355429 & -10475.1835542901 \tabularnewline
66 & 105195 & 124944.517421139 & -19749.517421139 \tabularnewline
67 & 73107 & 85791.3671970839 & -12684.3671970839 \tabularnewline
68 & 132068 & 128643.92346992 & 3424.07653007994 \tabularnewline
69 & 149193 & 149565.061197589 & -372.061197588837 \tabularnewline
70 & 46821 & 78187.8961931383 & -31366.8961931383 \tabularnewline
71 & 87011 & 96929.9255090545 & -9918.92550905453 \tabularnewline
72 & 95260 & 102243.901335791 & -6983.90133579131 \tabularnewline
73 & 55183 & 79428.032059323 & -24245.032059323 \tabularnewline
74 & 106671 & 76791.1390189222 & 29879.8609810778 \tabularnewline
75 & 73511 & 104319.292962345 & -30808.2929623451 \tabularnewline
76 & 92945 & 78041.1926831495 & 14903.8073168505 \tabularnewline
77 & 78664 & 72623.0225364335 & 6040.97746356651 \tabularnewline
78 & 70054 & 97297.5643677079 & -27243.5643677079 \tabularnewline
79 & 22618 & 42168.6278810776 & -19550.6278810776 \tabularnewline
80 & 74011 & 91614.8757032947 & -17603.8757032947 \tabularnewline
81 & 83737 & 79382.2206089804 & 4354.7793910196 \tabularnewline
82 & 69094 & 72557.7446717171 & -3463.7446717171 \tabularnewline
83 & 93133 & 92238.3645973926 & 894.635402607378 \tabularnewline
84 & 95536 & 98538.5613611582 & -3002.5613611582 \tabularnewline
85 & 225920 & 88855.9688362968 & 137064.031163703 \tabularnewline
86 & 62133 & 68342.3562534006 & -6209.35625340059 \tabularnewline
87 & 61370 & 64093.2346441291 & -2723.2346441291 \tabularnewline
88 & 43836 & 54310.1071156059 & -10474.1071156059 \tabularnewline
89 & 106117 & 97441.2134208954 & 8675.78657910456 \tabularnewline
90 & 38692 & 61932.0762104668 & -23240.0762104668 \tabularnewline
91 & 84651 & 91133.183999189 & -6482.18399918897 \tabularnewline
92 & 56622 & 38168.5054108097 & 18453.4945891904 \tabularnewline
93 & 15986 & 32907.2512788418 & -16921.2512788418 \tabularnewline
94 & 95364 & 93441.539418147 & 1922.46058185295 \tabularnewline
95 & 26706 & 38065.7933193733 & -11359.7933193733 \tabularnewline
96 & 89691 & 77232.4417570774 & 12458.5582429226 \tabularnewline
97 & 67267 & 99193.311734509 & -31926.311734509 \tabularnewline
98 & 126846 & 97004.8236886205 & 29841.1763113795 \tabularnewline
99 & 41140 & 65497.4463062489 & -24357.4463062489 \tabularnewline
100 & 102860 & 90989.5899878632 & 11870.4100121368 \tabularnewline
101 & 51715 & 63313.9543921204 & -11598.9543921204 \tabularnewline
102 & 55801 & 68665.5674010902 & -12864.5674010902 \tabularnewline
103 & 111813 & 107689.21761028 & 4123.78238972021 \tabularnewline
104 & 120293 & 85552.2481105399 & 34740.7518894601 \tabularnewline
105 & 138599 & 108991.470804323 & 29607.5291956769 \tabularnewline
106 & 161647 & 124780.414210789 & 36866.5857892111 \tabularnewline
107 & 115929 & 137003.720836781 & -21074.7208367812 \tabularnewline
108 & 24266 & 31325.8949047295 & -7059.89490472953 \tabularnewline
109 & 162901 & 153604.049679393 & 9296.95032060735 \tabularnewline
110 & 109825 & 112060.808274756 & -2235.80827475578 \tabularnewline
111 & 129838 & 111085.800189824 & 18752.1998101757 \tabularnewline
112 & 37510 & 54375.1354244136 & -16865.1354244136 \tabularnewline
113 & 43750 & 41579.5536522036 & 2170.44634779641 \tabularnewline
114 & 40652 & 67580.5223221693 & -26928.5223221693 \tabularnewline
115 & 87771 & 108707.840815634 & -20936.8408156342 \tabularnewline
116 & 85872 & 96714.1287129768 & -10842.1287129768 \tabularnewline
117 & 89275 & 90701.3803220581 & -1426.38032205807 \tabularnewline
118 & 44418 & 53955.9736839146 & -9537.97368391464 \tabularnewline
119 & 192565 & 87757.5694129443 & 104807.430587056 \tabularnewline
120 & 35232 & 29625.2873570151 & 5606.71264298486 \tabularnewline
121 & 40909 & 52507.8216343652 & -11598.8216343652 \tabularnewline
122 & 13294 & 21684.3987732292 & -8390.39877322918 \tabularnewline
123 & 32387 & 46081.2456039372 & -13694.2456039372 \tabularnewline
124 & 140867 & 51916.4099480312 & 88950.5900519688 \tabularnewline
125 & 120662 & 100832.798557219 & 19829.2014427808 \tabularnewline
126 & 21233 & 30486.4243325722 & -9253.42433257215 \tabularnewline
127 & 44332 & 33412.0596362364 & 10919.9403637636 \tabularnewline
128 & 61056 & 52906.9487631438 & 8149.05123685617 \tabularnewline
129 & 101338 & 89127.4883911785 & 12210.5116088215 \tabularnewline
130 & 1168 & 9121.9350884016 & -7953.9350884016 \tabularnewline
131 & 13497 & 16619.9209352229 & -3122.9209352229 \tabularnewline
132 & 65567 & 78600.5359214603 & -13033.5359214603 \tabularnewline
133 & 25162 & 33212.4768041761 & -8050.47680417608 \tabularnewline
134 & 32334 & 40507.1341261503 & -8173.1341261503 \tabularnewline
135 & 40735 & 58498.4137537094 & -17763.4137537094 \tabularnewline
136 & 91413 & 118729.856809971 & -27316.8568099715 \tabularnewline
137 & 855 & 8410.97111347228 & -7555.97111347228 \tabularnewline
138 & 97068 & 78894.8601364124 & 18173.1398635876 \tabularnewline
139 & 44339 & 16758.8622104413 & 27580.1377895587 \tabularnewline
140 & 14116 & 21299.5974684507 & -7183.59746845067 \tabularnewline
141 & 10288 & 17151.1242287395 & -6863.12422873947 \tabularnewline
142 & 65622 & 51360.3728191956 & 14261.6271808044 \tabularnewline
143 & 16563 & 15917.6086773863 & 645.391322613681 \tabularnewline
144 & 76643 & 96892.5023947631 & -20249.5023947631 \tabularnewline
145 & 110681 & 89068.9197721398 & 21612.0802278602 \tabularnewline
146 & 29011 & 24779.7981233243 & 4231.20187667566 \tabularnewline
147 & 92696 & 55384.7001521241 & 37311.2998478759 \tabularnewline
148 & 94785 & 58651.4478257569 & 36133.5521742431 \tabularnewline
149 & 8773 & 17466.337302372 & -8693.337302372 \tabularnewline
150 & 83209 & 66536.1623293677 & 16672.8376706323 \tabularnewline
151 & 93815 & 106493.285868464 & -12678.2858684642 \tabularnewline
152 & 86687 & 94010.5627197988 & -7323.5627197988 \tabularnewline
153 & 34553 & 30710.5073914826 & 3842.49260851743 \tabularnewline
154 & 105547 & 128245.892992121 & -22698.8929921208 \tabularnewline
155 & 103487 & 102175.676845549 & 1311.32315445055 \tabularnewline
156 & 213688 & 157660.308374302 & 56027.6916256981 \tabularnewline
157 & 71220 & 75965.7782594021 & -4745.77825940215 \tabularnewline
158 & 23517 & 25388.1133148638 & -1871.11331486377 \tabularnewline
159 & 56926 & 47020.4777729422 & 9905.52222705783 \tabularnewline
160 & 91721 & 80874.8188314797 & 10846.1811685203 \tabularnewline
161 & 115168 & 119950.471531635 & -4782.47153163498 \tabularnewline
162 & 111194 & 47568.6302668118 & 63625.3697331882 \tabularnewline
163 & 51009 & 43057.4281870611 & 7951.57181293886 \tabularnewline
164 & 135777 & 107722.39158038 & 28054.6084196199 \tabularnewline
165 & 51513 & 63694.5877630105 & -12181.5877630105 \tabularnewline
166 & 74163 & 97546.3754442696 & -23383.3754442696 \tabularnewline
167 & 51633 & 71524.5878277725 & -19891.5878277725 \tabularnewline
168 & 75345 & 47815.1956435608 & 27529.8043564392 \tabularnewline
169 & 33416 & 48808.024694503 & -15392.024694503 \tabularnewline
170 & 83305 & 51506.6289016858 & 31798.3710983141 \tabularnewline
171 & 98952 & 92121.9072825943 & 6830.09271740575 \tabularnewline
172 & 102372 & 98140.3306905563 & 4231.66930944369 \tabularnewline
173 & 37238 & 31071.6379494444 & 6166.36205055559 \tabularnewline
174 & 103772 & 122908.058657184 & -19136.0586571835 \tabularnewline
175 & 123969 & 78938.6329881974 & 45030.3670118026 \tabularnewline
176 & 27142 & 38236.2591426823 & -11094.2591426823 \tabularnewline
177 & 135400 & 101407.724205804 & 33992.275794196 \tabularnewline
178 & 21399 & 24739.431184475 & -3340.43118447503 \tabularnewline
179 & 130115 & 110654.943738037 & 19460.0562619632 \tabularnewline
180 & 24874 & 37466.3428333356 & -12592.3428333356 \tabularnewline
181 & 34988 & 26943.8941617149 & 8044.1058382851 \tabularnewline
182 & 45549 & 17516.4534779026 & 28032.5465220974 \tabularnewline
183 & 6023 & 10748.1807917611 & -4725.18079176111 \tabularnewline
184 & 64466 & 73801.682076287 & -9335.68207628696 \tabularnewline
185 & 54990 & 97071.2028567083 & -42081.2028567083 \tabularnewline
186 & 1644 & 8109.36126287324 & -6465.36126287324 \tabularnewline
187 & 6179 & 17614.3390718052 & -11435.3390718052 \tabularnewline
188 & 3926 & 11694.009509414 & -7768.00950941396 \tabularnewline
189 & 32755 & 45043.3662726897 & -12288.3662726897 \tabularnewline
190 & 34777 & 30796.1782225019 & 3980.82177749808 \tabularnewline
191 & 73224 & 60233.344131933 & 12990.655868067 \tabularnewline
192 & 27114 & 28185.7764155075 & -1071.77641550753 \tabularnewline
193 & 20760 & 32060.626239592 & -11300.626239592 \tabularnewline
194 & 37636 & 40321.2076267014 & -2685.20762670143 \tabularnewline
195 & 65461 & 65041.114554279 & 419.885445720963 \tabularnewline
196 & 30080 & 38111.6141766093 & -8031.61417660931 \tabularnewline
197 & 24094 & 29770.8469059944 & -5676.84690599442 \tabularnewline
198 & 69008 & 33801.590830149 & 35206.409169851 \tabularnewline
199 & 54968 & 32616.7091546069 & 22351.2908453931 \tabularnewline
200 & 46090 & 32926.521326677 & 13163.478673323 \tabularnewline
201 & 27507 & 37930.2118948984 & -10423.2118948984 \tabularnewline
202 & 10672 & 24477.0175778599 & -13805.0175778599 \tabularnewline
203 & 34029 & 31304.2588075781 & 2724.74119242188 \tabularnewline
204 & 46300 & 43618.8557631638 & 2681.14423683624 \tabularnewline
205 & 24760 & 34692.7629431348 & -9932.76294313481 \tabularnewline
206 & 18779 & 18073.069791775 & 705.930208224993 \tabularnewline
207 & 21280 & 27528.6783375576 & -6248.67833755763 \tabularnewline
208 & 40662 & 42697.8463436851 & -2035.84634368513 \tabularnewline
209 & 28987 & 35517.2778660042 & -6530.27786600415 \tabularnewline
210 & 22827 & 39400.1385378596 & -16573.1385378596 \tabularnewline
211 & 18513 & 34752.0376441958 & -16239.0376441958 \tabularnewline
212 & 30594 & 28442.5584236607 & 2151.44157633933 \tabularnewline
213 & 24006 & 25401.1613064383 & -1395.16130643827 \tabularnewline
214 & 27913 & 35351.5537585147 & -7438.55375851469 \tabularnewline
215 & 42744 & 32891.1417474555 & 9852.85825254451 \tabularnewline
216 & 12934 & 30166.1273044015 & -17232.1273044015 \tabularnewline
217 & 22574 & 23439.0431966738 & -865.043196673751 \tabularnewline
218 & 41385 & 37155.9179710314 & 4229.08202896856 \tabularnewline
219 & 18653 & 33851.6789194593 & -15198.6789194593 \tabularnewline
220 & 18472 & 23137.0070169708 & -4665.00701697076 \tabularnewline
221 & 30976 & 34546.993933664 & -3570.99393366398 \tabularnewline
222 & 63339 & 69676.5011752334 & -6337.5011752334 \tabularnewline
223 & 25568 & 39885.9593167766 & -14317.9593167766 \tabularnewline
224 & 33747 & 34769.1312101294 & -1022.13121012936 \tabularnewline
225 & 4154 & 12802.7022754845 & -8648.70227548452 \tabularnewline
226 & 19474 & 35091.4572810845 & -15617.4572810845 \tabularnewline
227 & 35130 & 18966.6957567628 & 16163.3042432372 \tabularnewline
228 & 39067 & 33830.2053928698 & 5236.7946071302 \tabularnewline
229 & 13310 & 21541.0444247437 & -8231.04442474367 \tabularnewline
230 & 65892 & 30181.0442373084 & 35710.9557626916 \tabularnewline
231 & 4143 & 14928.8056327523 & -10785.8056327523 \tabularnewline
232 & 28579 & 33043.9053129681 & -4464.90531296811 \tabularnewline
233 & 51776 & 37032.1622098254 & 14743.8377901746 \tabularnewline
234 & 21152 & 22606.2299848103 & -1454.22998481031 \tabularnewline
235 & 38084 & 32670.3189790315 & 5413.6810209685 \tabularnewline
236 & 27717 & 29053.1648185353 & -1336.16481853533 \tabularnewline
237 & 32928 & 29602.0323975183 & 3325.96760248168 \tabularnewline
238 & 11342 & 23015.9976844398 & -11673.9976844398 \tabularnewline
239 & 19499 & 28591.1587273833 & -9092.15872738332 \tabularnewline
240 & 16380 & 18480.7122455365 & -2100.71224553652 \tabularnewline
241 & 36874 & 29549.6291222258 & 7324.37087777417 \tabularnewline
242 & 48259 & 54276.6005546319 & -6017.60055463188 \tabularnewline
243 & 16734 & 22698.2078652954 & -5964.2078652954 \tabularnewline
244 & 28207 & 27858.5925348835 & 348.407465116548 \tabularnewline
245 & 30143 & 28422.7275439771 & 1720.27245602289 \tabularnewline
246 & 41369 & 33978.2305299331 & 7390.7694700669 \tabularnewline
247 & 45833 & 37728.8794773813 & 8104.12052261869 \tabularnewline
248 & 29156 & 25793.1613248014 & 3362.8386751986 \tabularnewline
249 & 35944 & 18329.6650529588 & 17614.3349470412 \tabularnewline
250 & 36278 & 21760.6426796653 & 14517.3573203347 \tabularnewline
251 & 45588 & 43292.0958316698 & 2295.90416833016 \tabularnewline
252 & 45097 & 39071.0004355396 & 6025.99956446037 \tabularnewline
253 & 3895 & 5584.37179712577 & -1689.37179712577 \tabularnewline
254 & 28394 & 28678.6652389188 & -284.665238918804 \tabularnewline
255 & 18632 & 26650.6510409542 & -8018.65104095419 \tabularnewline
256 & 2325 & 5036.5421860749 & -2711.5421860749 \tabularnewline
257 & 25139 & 18169.8414036053 & 6969.15859639465 \tabularnewline
258 & 27975 & 23792.2113158219 & 4182.78868417806 \tabularnewline
259 & 14483 & 24697.0525321964 & -10214.0525321964 \tabularnewline
260 & 13127 & 16914.0978207329 & -3787.09782073295 \tabularnewline
261 & 5839 & 10765.4180663049 & -4926.41806630491 \tabularnewline
262 & 24069 & 33052.750300053 & -8983.75030005305 \tabularnewline
263 & 3738 & 6852.34836331417 & -3114.34836331417 \tabularnewline
264 & 18625 & 25975.5978275302 & -7350.59782753015 \tabularnewline
265 & 36341 & 20910.6650303623 & 15430.3349696377 \tabularnewline
266 & 24548 & 28285.3091030156 & -3737.30910301559 \tabularnewline
267 & 21792 & 29453.1836266289 & -7661.18362662895 \tabularnewline
268 & 26263 & 18257.5604201141 & 8005.4395798859 \tabularnewline
269 & 23686 & 35613.6580521736 & -11927.6580521736 \tabularnewline
270 & 49303 & 35196.5097873689 & 14106.4902126311 \tabularnewline
271 & 25659 & 31682.7572787694 & -6023.75727876938 \tabularnewline
272 & 28904 & 24545.686738308 & 4358.31326169201 \tabularnewline
273 & 2781 & 1335.12995219839 & 1445.87004780161 \tabularnewline
274 & 29236 & 32480.7076912508 & -3244.70769125085 \tabularnewline
275 & 19546 & 18628.4615722659 & 917.538427734096 \tabularnewline
276 & 22818 & 29211.1730031191 & -6393.17300311906 \tabularnewline
277 & 32689 & 15360.7148449891 & 17328.2851550109 \tabularnewline
278 & 5752 & 9790.44839809219 & -4038.44839809219 \tabularnewline
279 & 22197 & 35620.7245125782 & -13423.7245125782 \tabularnewline
280 & 20055 & 25623.0218782715 & -5568.02187827153 \tabularnewline
281 & 25272 & 24539.1030193249 & 732.896980675089 \tabularnewline
282 & 82206 & 18215.2815340326 & 63990.7184659674 \tabularnewline
283 & 32073 & 23226.6366209432 & 8846.36337905676 \tabularnewline
284 & 5444 & 7726.97970951881 & -2282.97970951881 \tabularnewline
285 & 20154 & 21409.8275006196 & -1255.82750061959 \tabularnewline
286 & 36944 & 18123.6674176208 & 18820.3325823792 \tabularnewline
287 & 8019 & 16754.5726867679 & -8735.57268676785 \tabularnewline
288 & 30884 & 35737.7492784687 & -4853.74927846875 \tabularnewline
289 & 19540 & 27415.5500678301 & -7875.55006783007 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=156535&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]112285[/C][C]104509.222837295[/C][C]7775.77716270472[/C][/ROW]
[ROW][C]2[/C][C]84786[/C][C]83365.9153410982[/C][C]1420.08465890178[/C][/ROW]
[ROW][C]3[/C][C]83123[/C][C]96641.6086502963[/C][C]-13518.6086502963[/C][/ROW]
[ROW][C]4[/C][C]101193[/C][C]98914.1597989804[/C][C]2278.84020101963[/C][/ROW]
[ROW][C]5[/C][C]38361[/C][C]54820.543197438[/C][C]-16459.543197438[/C][/ROW]
[ROW][C]6[/C][C]68504[/C][C]50570.1509084024[/C][C]17933.8490915976[/C][/ROW]
[ROW][C]7[/C][C]119182[/C][C]119422.819215243[/C][C]-240.819215242889[/C][/ROW]
[ROW][C]8[/C][C]22807[/C][C]19349.1766202583[/C][C]3457.82337974165[/C][/ROW]
[ROW][C]9[/C][C]17140[/C][C]20728.8139643922[/C][C]-3588.81396439215[/C][/ROW]
[ROW][C]10[/C][C]116174[/C][C]92194.1341523352[/C][C]23979.8658476648[/C][/ROW]
[ROW][C]11[/C][C]57635[/C][C]66285.3434817972[/C][C]-8650.34348179724[/C][/ROW]
[ROW][C]12[/C][C]66198[/C][C]96240.2078194722[/C][C]-30042.2078194722[/C][/ROW]
[ROW][C]13[/C][C]71701[/C][C]90431.7894728253[/C][C]-18730.7894728253[/C][/ROW]
[ROW][C]14[/C][C]57793[/C][C]66670.7754468045[/C][C]-8877.77544680454[/C][/ROW]
[ROW][C]15[/C][C]80444[/C][C]89158.8849566465[/C][C]-8714.88495664647[/C][/ROW]
[ROW][C]16[/C][C]53855[/C][C]83890.647905913[/C][C]-30035.647905913[/C][/ROW]
[ROW][C]17[/C][C]97668[/C][C]115646.439167252[/C][C]-17978.4391672519[/C][/ROW]
[ROW][C]18[/C][C]133824[/C][C]108392.555071182[/C][C]25431.4449288177[/C][/ROW]
[ROW][C]19[/C][C]101481[/C][C]86287.150265013[/C][C]15193.849734987[/C][/ROW]
[ROW][C]20[/C][C]99645[/C][C]79117.0004091169[/C][C]20527.9995908831[/C][/ROW]
[ROW][C]21[/C][C]114789[/C][C]96524.2294584897[/C][C]18264.7705415103[/C][/ROW]
[ROW][C]22[/C][C]99052[/C][C]106411.121057006[/C][C]-7359.12105700612[/C][/ROW]
[ROW][C]23[/C][C]67654[/C][C]84781.7297791814[/C][C]-17127.7297791814[/C][/ROW]
[ROW][C]24[/C][C]65553[/C][C]78588.1420171411[/C][C]-13035.1420171411[/C][/ROW]
[ROW][C]25[/C][C]97500[/C][C]87978.817549053[/C][C]9521.18245094702[/C][/ROW]
[ROW][C]26[/C][C]69112[/C][C]86728.5120838861[/C][C]-17616.5120838861[/C][/ROW]
[ROW][C]27[/C][C]82753[/C][C]83871.7795280297[/C][C]-1118.77952802967[/C][/ROW]
[ROW][C]28[/C][C]85323[/C][C]95914.7092302319[/C][C]-10591.7092302319[/C][/ROW]
[ROW][C]29[/C][C]72654[/C][C]93733.2198224388[/C][C]-21079.2198224388[/C][/ROW]
[ROW][C]30[/C][C]30727[/C][C]46723.1020751338[/C][C]-15996.1020751338[/C][/ROW]
[ROW][C]31[/C][C]77873[/C][C]95374.3965740482[/C][C]-17501.3965740482[/C][/ROW]
[ROW][C]32[/C][C]117478[/C][C]121020.700460607[/C][C]-3542.70046060743[/C][/ROW]
[ROW][C]33[/C][C]74007[/C][C]78899.9376205746[/C][C]-4892.9376205746[/C][/ROW]
[ROW][C]34[/C][C]90183[/C][C]114203.638138811[/C][C]-24020.638138811[/C][/ROW]
[ROW][C]35[/C][C]61542[/C][C]42500.2664169691[/C][C]19041.7335830309[/C][/ROW]
[ROW][C]36[/C][C]101494[/C][C]124927.224310244[/C][C]-23433.2243102439[/C][/ROW]
[ROW][C]37[/C][C]27570[/C][C]36529.7481826831[/C][C]-8959.74818268308[/C][/ROW]
[ROW][C]38[/C][C]55813[/C][C]55914.8572494944[/C][C]-101.857249494411[/C][/ROW]
[ROW][C]39[/C][C]79215[/C][C]102607.693200602[/C][C]-23392.693200602[/C][/ROW]
[ROW][C]40[/C][C]1423[/C][C]1870.45809704428[/C][C]-447.458097044282[/C][/ROW]
[ROW][C]41[/C][C]55461[/C][C]72454.4840911984[/C][C]-16993.4840911984[/C][/ROW]
[ROW][C]42[/C][C]31081[/C][C]48076.3554402458[/C][C]-16995.3554402457[/C][/ROW]
[ROW][C]43[/C][C]22996[/C][C]30973.375924609[/C][C]-7977.37592460895[/C][/ROW]
[ROW][C]44[/C][C]83122[/C][C]105593.004126037[/C][C]-22471.0041260366[/C][/ROW]
[ROW][C]45[/C][C]70106[/C][C]107011.747813967[/C][C]-36905.7478139667[/C][/ROW]
[ROW][C]46[/C][C]60578[/C][C]77629.3628183684[/C][C]-17051.3628183684[/C][/ROW]
[ROW][C]47[/C][C]39992[/C][C]47159.5392608477[/C][C]-7167.53926084773[/C][/ROW]
[ROW][C]48[/C][C]79892[/C][C]90067.0671504767[/C][C]-10175.0671504767[/C][/ROW]
[ROW][C]49[/C][C]49810[/C][C]59027.9742235194[/C][C]-9217.9742235194[/C][/ROW]
[ROW][C]50[/C][C]71570[/C][C]61165.8578300499[/C][C]10404.1421699501[/C][/ROW]
[ROW][C]51[/C][C]100708[/C][C]68371.5614424656[/C][C]32336.4385575344[/C][/ROW]
[ROW][C]52[/C][C]33032[/C][C]49473.1939844527[/C][C]-16441.1939844527[/C][/ROW]
[ROW][C]53[/C][C]82875[/C][C]81830.3941205916[/C][C]1044.60587940841[/C][/ROW]
[ROW][C]54[/C][C]139077[/C][C]118671.744736269[/C][C]20405.2552637307[/C][/ROW]
[ROW][C]55[/C][C]71595[/C][C]84164.0572346206[/C][C]-12569.0572346206[/C][/ROW]
[ROW][C]56[/C][C]72260[/C][C]86946.7899105234[/C][C]-14686.7899105234[/C][/ROW]
[ROW][C]57[/C][C]5950[/C][C]15710.5007908835[/C][C]-9760.50079088348[/C][/ROW]
[ROW][C]58[/C][C]115762[/C][C]114283.425599224[/C][C]1478.57440077582[/C][/ROW]
[ROW][C]59[/C][C]32551[/C][C]37931.7072197669[/C][C]-5380.70721976694[/C][/ROW]
[ROW][C]60[/C][C]31701[/C][C]40461.19042892[/C][C]-8760.19042892002[/C][/ROW]
[ROW][C]61[/C][C]80670[/C][C]87570.4229187424[/C][C]-6900.42291874241[/C][/ROW]
[ROW][C]62[/C][C]143558[/C][C]125703.721340854[/C][C]17854.2786591459[/C][/ROW]
[ROW][C]63[/C][C]117105[/C][C]86978.3567887996[/C][C]30126.6432112004[/C][/ROW]
[ROW][C]64[/C][C]23789[/C][C]33038.95314073[/C][C]-9249.95314073001[/C][/ROW]
[ROW][C]65[/C][C]120733[/C][C]131208.18355429[/C][C]-10475.1835542901[/C][/ROW]
[ROW][C]66[/C][C]105195[/C][C]124944.517421139[/C][C]-19749.517421139[/C][/ROW]
[ROW][C]67[/C][C]73107[/C][C]85791.3671970839[/C][C]-12684.3671970839[/C][/ROW]
[ROW][C]68[/C][C]132068[/C][C]128643.92346992[/C][C]3424.07653007994[/C][/ROW]
[ROW][C]69[/C][C]149193[/C][C]149565.061197589[/C][C]-372.061197588837[/C][/ROW]
[ROW][C]70[/C][C]46821[/C][C]78187.8961931383[/C][C]-31366.8961931383[/C][/ROW]
[ROW][C]71[/C][C]87011[/C][C]96929.9255090545[/C][C]-9918.92550905453[/C][/ROW]
[ROW][C]72[/C][C]95260[/C][C]102243.901335791[/C][C]-6983.90133579131[/C][/ROW]
[ROW][C]73[/C][C]55183[/C][C]79428.032059323[/C][C]-24245.032059323[/C][/ROW]
[ROW][C]74[/C][C]106671[/C][C]76791.1390189222[/C][C]29879.8609810778[/C][/ROW]
[ROW][C]75[/C][C]73511[/C][C]104319.292962345[/C][C]-30808.2929623451[/C][/ROW]
[ROW][C]76[/C][C]92945[/C][C]78041.1926831495[/C][C]14903.8073168505[/C][/ROW]
[ROW][C]77[/C][C]78664[/C][C]72623.0225364335[/C][C]6040.97746356651[/C][/ROW]
[ROW][C]78[/C][C]70054[/C][C]97297.5643677079[/C][C]-27243.5643677079[/C][/ROW]
[ROW][C]79[/C][C]22618[/C][C]42168.6278810776[/C][C]-19550.6278810776[/C][/ROW]
[ROW][C]80[/C][C]74011[/C][C]91614.8757032947[/C][C]-17603.8757032947[/C][/ROW]
[ROW][C]81[/C][C]83737[/C][C]79382.2206089804[/C][C]4354.7793910196[/C][/ROW]
[ROW][C]82[/C][C]69094[/C][C]72557.7446717171[/C][C]-3463.7446717171[/C][/ROW]
[ROW][C]83[/C][C]93133[/C][C]92238.3645973926[/C][C]894.635402607378[/C][/ROW]
[ROW][C]84[/C][C]95536[/C][C]98538.5613611582[/C][C]-3002.5613611582[/C][/ROW]
[ROW][C]85[/C][C]225920[/C][C]88855.9688362968[/C][C]137064.031163703[/C][/ROW]
[ROW][C]86[/C][C]62133[/C][C]68342.3562534006[/C][C]-6209.35625340059[/C][/ROW]
[ROW][C]87[/C][C]61370[/C][C]64093.2346441291[/C][C]-2723.2346441291[/C][/ROW]
[ROW][C]88[/C][C]43836[/C][C]54310.1071156059[/C][C]-10474.1071156059[/C][/ROW]
[ROW][C]89[/C][C]106117[/C][C]97441.2134208954[/C][C]8675.78657910456[/C][/ROW]
[ROW][C]90[/C][C]38692[/C][C]61932.0762104668[/C][C]-23240.0762104668[/C][/ROW]
[ROW][C]91[/C][C]84651[/C][C]91133.183999189[/C][C]-6482.18399918897[/C][/ROW]
[ROW][C]92[/C][C]56622[/C][C]38168.5054108097[/C][C]18453.4945891904[/C][/ROW]
[ROW][C]93[/C][C]15986[/C][C]32907.2512788418[/C][C]-16921.2512788418[/C][/ROW]
[ROW][C]94[/C][C]95364[/C][C]93441.539418147[/C][C]1922.46058185295[/C][/ROW]
[ROW][C]95[/C][C]26706[/C][C]38065.7933193733[/C][C]-11359.7933193733[/C][/ROW]
[ROW][C]96[/C][C]89691[/C][C]77232.4417570774[/C][C]12458.5582429226[/C][/ROW]
[ROW][C]97[/C][C]67267[/C][C]99193.311734509[/C][C]-31926.311734509[/C][/ROW]
[ROW][C]98[/C][C]126846[/C][C]97004.8236886205[/C][C]29841.1763113795[/C][/ROW]
[ROW][C]99[/C][C]41140[/C][C]65497.4463062489[/C][C]-24357.4463062489[/C][/ROW]
[ROW][C]100[/C][C]102860[/C][C]90989.5899878632[/C][C]11870.4100121368[/C][/ROW]
[ROW][C]101[/C][C]51715[/C][C]63313.9543921204[/C][C]-11598.9543921204[/C][/ROW]
[ROW][C]102[/C][C]55801[/C][C]68665.5674010902[/C][C]-12864.5674010902[/C][/ROW]
[ROW][C]103[/C][C]111813[/C][C]107689.21761028[/C][C]4123.78238972021[/C][/ROW]
[ROW][C]104[/C][C]120293[/C][C]85552.2481105399[/C][C]34740.7518894601[/C][/ROW]
[ROW][C]105[/C][C]138599[/C][C]108991.470804323[/C][C]29607.5291956769[/C][/ROW]
[ROW][C]106[/C][C]161647[/C][C]124780.414210789[/C][C]36866.5857892111[/C][/ROW]
[ROW][C]107[/C][C]115929[/C][C]137003.720836781[/C][C]-21074.7208367812[/C][/ROW]
[ROW][C]108[/C][C]24266[/C][C]31325.8949047295[/C][C]-7059.89490472953[/C][/ROW]
[ROW][C]109[/C][C]162901[/C][C]153604.049679393[/C][C]9296.95032060735[/C][/ROW]
[ROW][C]110[/C][C]109825[/C][C]112060.808274756[/C][C]-2235.80827475578[/C][/ROW]
[ROW][C]111[/C][C]129838[/C][C]111085.800189824[/C][C]18752.1998101757[/C][/ROW]
[ROW][C]112[/C][C]37510[/C][C]54375.1354244136[/C][C]-16865.1354244136[/C][/ROW]
[ROW][C]113[/C][C]43750[/C][C]41579.5536522036[/C][C]2170.44634779641[/C][/ROW]
[ROW][C]114[/C][C]40652[/C][C]67580.5223221693[/C][C]-26928.5223221693[/C][/ROW]
[ROW][C]115[/C][C]87771[/C][C]108707.840815634[/C][C]-20936.8408156342[/C][/ROW]
[ROW][C]116[/C][C]85872[/C][C]96714.1287129768[/C][C]-10842.1287129768[/C][/ROW]
[ROW][C]117[/C][C]89275[/C][C]90701.3803220581[/C][C]-1426.38032205807[/C][/ROW]
[ROW][C]118[/C][C]44418[/C][C]53955.9736839146[/C][C]-9537.97368391464[/C][/ROW]
[ROW][C]119[/C][C]192565[/C][C]87757.5694129443[/C][C]104807.430587056[/C][/ROW]
[ROW][C]120[/C][C]35232[/C][C]29625.2873570151[/C][C]5606.71264298486[/C][/ROW]
[ROW][C]121[/C][C]40909[/C][C]52507.8216343652[/C][C]-11598.8216343652[/C][/ROW]
[ROW][C]122[/C][C]13294[/C][C]21684.3987732292[/C][C]-8390.39877322918[/C][/ROW]
[ROW][C]123[/C][C]32387[/C][C]46081.2456039372[/C][C]-13694.2456039372[/C][/ROW]
[ROW][C]124[/C][C]140867[/C][C]51916.4099480312[/C][C]88950.5900519688[/C][/ROW]
[ROW][C]125[/C][C]120662[/C][C]100832.798557219[/C][C]19829.2014427808[/C][/ROW]
[ROW][C]126[/C][C]21233[/C][C]30486.4243325722[/C][C]-9253.42433257215[/C][/ROW]
[ROW][C]127[/C][C]44332[/C][C]33412.0596362364[/C][C]10919.9403637636[/C][/ROW]
[ROW][C]128[/C][C]61056[/C][C]52906.9487631438[/C][C]8149.05123685617[/C][/ROW]
[ROW][C]129[/C][C]101338[/C][C]89127.4883911785[/C][C]12210.5116088215[/C][/ROW]
[ROW][C]130[/C][C]1168[/C][C]9121.9350884016[/C][C]-7953.9350884016[/C][/ROW]
[ROW][C]131[/C][C]13497[/C][C]16619.9209352229[/C][C]-3122.9209352229[/C][/ROW]
[ROW][C]132[/C][C]65567[/C][C]78600.5359214603[/C][C]-13033.5359214603[/C][/ROW]
[ROW][C]133[/C][C]25162[/C][C]33212.4768041761[/C][C]-8050.47680417608[/C][/ROW]
[ROW][C]134[/C][C]32334[/C][C]40507.1341261503[/C][C]-8173.1341261503[/C][/ROW]
[ROW][C]135[/C][C]40735[/C][C]58498.4137537094[/C][C]-17763.4137537094[/C][/ROW]
[ROW][C]136[/C][C]91413[/C][C]118729.856809971[/C][C]-27316.8568099715[/C][/ROW]
[ROW][C]137[/C][C]855[/C][C]8410.97111347228[/C][C]-7555.97111347228[/C][/ROW]
[ROW][C]138[/C][C]97068[/C][C]78894.8601364124[/C][C]18173.1398635876[/C][/ROW]
[ROW][C]139[/C][C]44339[/C][C]16758.8622104413[/C][C]27580.1377895587[/C][/ROW]
[ROW][C]140[/C][C]14116[/C][C]21299.5974684507[/C][C]-7183.59746845067[/C][/ROW]
[ROW][C]141[/C][C]10288[/C][C]17151.1242287395[/C][C]-6863.12422873947[/C][/ROW]
[ROW][C]142[/C][C]65622[/C][C]51360.3728191956[/C][C]14261.6271808044[/C][/ROW]
[ROW][C]143[/C][C]16563[/C][C]15917.6086773863[/C][C]645.391322613681[/C][/ROW]
[ROW][C]144[/C][C]76643[/C][C]96892.5023947631[/C][C]-20249.5023947631[/C][/ROW]
[ROW][C]145[/C][C]110681[/C][C]89068.9197721398[/C][C]21612.0802278602[/C][/ROW]
[ROW][C]146[/C][C]29011[/C][C]24779.7981233243[/C][C]4231.20187667566[/C][/ROW]
[ROW][C]147[/C][C]92696[/C][C]55384.7001521241[/C][C]37311.2998478759[/C][/ROW]
[ROW][C]148[/C][C]94785[/C][C]58651.4478257569[/C][C]36133.5521742431[/C][/ROW]
[ROW][C]149[/C][C]8773[/C][C]17466.337302372[/C][C]-8693.337302372[/C][/ROW]
[ROW][C]150[/C][C]83209[/C][C]66536.1623293677[/C][C]16672.8376706323[/C][/ROW]
[ROW][C]151[/C][C]93815[/C][C]106493.285868464[/C][C]-12678.2858684642[/C][/ROW]
[ROW][C]152[/C][C]86687[/C][C]94010.5627197988[/C][C]-7323.5627197988[/C][/ROW]
[ROW][C]153[/C][C]34553[/C][C]30710.5073914826[/C][C]3842.49260851743[/C][/ROW]
[ROW][C]154[/C][C]105547[/C][C]128245.892992121[/C][C]-22698.8929921208[/C][/ROW]
[ROW][C]155[/C][C]103487[/C][C]102175.676845549[/C][C]1311.32315445055[/C][/ROW]
[ROW][C]156[/C][C]213688[/C][C]157660.308374302[/C][C]56027.6916256981[/C][/ROW]
[ROW][C]157[/C][C]71220[/C][C]75965.7782594021[/C][C]-4745.77825940215[/C][/ROW]
[ROW][C]158[/C][C]23517[/C][C]25388.1133148638[/C][C]-1871.11331486377[/C][/ROW]
[ROW][C]159[/C][C]56926[/C][C]47020.4777729422[/C][C]9905.52222705783[/C][/ROW]
[ROW][C]160[/C][C]91721[/C][C]80874.8188314797[/C][C]10846.1811685203[/C][/ROW]
[ROW][C]161[/C][C]115168[/C][C]119950.471531635[/C][C]-4782.47153163498[/C][/ROW]
[ROW][C]162[/C][C]111194[/C][C]47568.6302668118[/C][C]63625.3697331882[/C][/ROW]
[ROW][C]163[/C][C]51009[/C][C]43057.4281870611[/C][C]7951.57181293886[/C][/ROW]
[ROW][C]164[/C][C]135777[/C][C]107722.39158038[/C][C]28054.6084196199[/C][/ROW]
[ROW][C]165[/C][C]51513[/C][C]63694.5877630105[/C][C]-12181.5877630105[/C][/ROW]
[ROW][C]166[/C][C]74163[/C][C]97546.3754442696[/C][C]-23383.3754442696[/C][/ROW]
[ROW][C]167[/C][C]51633[/C][C]71524.5878277725[/C][C]-19891.5878277725[/C][/ROW]
[ROW][C]168[/C][C]75345[/C][C]47815.1956435608[/C][C]27529.8043564392[/C][/ROW]
[ROW][C]169[/C][C]33416[/C][C]48808.024694503[/C][C]-15392.024694503[/C][/ROW]
[ROW][C]170[/C][C]83305[/C][C]51506.6289016858[/C][C]31798.3710983141[/C][/ROW]
[ROW][C]171[/C][C]98952[/C][C]92121.9072825943[/C][C]6830.09271740575[/C][/ROW]
[ROW][C]172[/C][C]102372[/C][C]98140.3306905563[/C][C]4231.66930944369[/C][/ROW]
[ROW][C]173[/C][C]37238[/C][C]31071.6379494444[/C][C]6166.36205055559[/C][/ROW]
[ROW][C]174[/C][C]103772[/C][C]122908.058657184[/C][C]-19136.0586571835[/C][/ROW]
[ROW][C]175[/C][C]123969[/C][C]78938.6329881974[/C][C]45030.3670118026[/C][/ROW]
[ROW][C]176[/C][C]27142[/C][C]38236.2591426823[/C][C]-11094.2591426823[/C][/ROW]
[ROW][C]177[/C][C]135400[/C][C]101407.724205804[/C][C]33992.275794196[/C][/ROW]
[ROW][C]178[/C][C]21399[/C][C]24739.431184475[/C][C]-3340.43118447503[/C][/ROW]
[ROW][C]179[/C][C]130115[/C][C]110654.943738037[/C][C]19460.0562619632[/C][/ROW]
[ROW][C]180[/C][C]24874[/C][C]37466.3428333356[/C][C]-12592.3428333356[/C][/ROW]
[ROW][C]181[/C][C]34988[/C][C]26943.8941617149[/C][C]8044.1058382851[/C][/ROW]
[ROW][C]182[/C][C]45549[/C][C]17516.4534779026[/C][C]28032.5465220974[/C][/ROW]
[ROW][C]183[/C][C]6023[/C][C]10748.1807917611[/C][C]-4725.18079176111[/C][/ROW]
[ROW][C]184[/C][C]64466[/C][C]73801.682076287[/C][C]-9335.68207628696[/C][/ROW]
[ROW][C]185[/C][C]54990[/C][C]97071.2028567083[/C][C]-42081.2028567083[/C][/ROW]
[ROW][C]186[/C][C]1644[/C][C]8109.36126287324[/C][C]-6465.36126287324[/C][/ROW]
[ROW][C]187[/C][C]6179[/C][C]17614.3390718052[/C][C]-11435.3390718052[/C][/ROW]
[ROW][C]188[/C][C]3926[/C][C]11694.009509414[/C][C]-7768.00950941396[/C][/ROW]
[ROW][C]189[/C][C]32755[/C][C]45043.3662726897[/C][C]-12288.3662726897[/C][/ROW]
[ROW][C]190[/C][C]34777[/C][C]30796.1782225019[/C][C]3980.82177749808[/C][/ROW]
[ROW][C]191[/C][C]73224[/C][C]60233.344131933[/C][C]12990.655868067[/C][/ROW]
[ROW][C]192[/C][C]27114[/C][C]28185.7764155075[/C][C]-1071.77641550753[/C][/ROW]
[ROW][C]193[/C][C]20760[/C][C]32060.626239592[/C][C]-11300.626239592[/C][/ROW]
[ROW][C]194[/C][C]37636[/C][C]40321.2076267014[/C][C]-2685.20762670143[/C][/ROW]
[ROW][C]195[/C][C]65461[/C][C]65041.114554279[/C][C]419.885445720963[/C][/ROW]
[ROW][C]196[/C][C]30080[/C][C]38111.6141766093[/C][C]-8031.61417660931[/C][/ROW]
[ROW][C]197[/C][C]24094[/C][C]29770.8469059944[/C][C]-5676.84690599442[/C][/ROW]
[ROW][C]198[/C][C]69008[/C][C]33801.590830149[/C][C]35206.409169851[/C][/ROW]
[ROW][C]199[/C][C]54968[/C][C]32616.7091546069[/C][C]22351.2908453931[/C][/ROW]
[ROW][C]200[/C][C]46090[/C][C]32926.521326677[/C][C]13163.478673323[/C][/ROW]
[ROW][C]201[/C][C]27507[/C][C]37930.2118948984[/C][C]-10423.2118948984[/C][/ROW]
[ROW][C]202[/C][C]10672[/C][C]24477.0175778599[/C][C]-13805.0175778599[/C][/ROW]
[ROW][C]203[/C][C]34029[/C][C]31304.2588075781[/C][C]2724.74119242188[/C][/ROW]
[ROW][C]204[/C][C]46300[/C][C]43618.8557631638[/C][C]2681.14423683624[/C][/ROW]
[ROW][C]205[/C][C]24760[/C][C]34692.7629431348[/C][C]-9932.76294313481[/C][/ROW]
[ROW][C]206[/C][C]18779[/C][C]18073.069791775[/C][C]705.930208224993[/C][/ROW]
[ROW][C]207[/C][C]21280[/C][C]27528.6783375576[/C][C]-6248.67833755763[/C][/ROW]
[ROW][C]208[/C][C]40662[/C][C]42697.8463436851[/C][C]-2035.84634368513[/C][/ROW]
[ROW][C]209[/C][C]28987[/C][C]35517.2778660042[/C][C]-6530.27786600415[/C][/ROW]
[ROW][C]210[/C][C]22827[/C][C]39400.1385378596[/C][C]-16573.1385378596[/C][/ROW]
[ROW][C]211[/C][C]18513[/C][C]34752.0376441958[/C][C]-16239.0376441958[/C][/ROW]
[ROW][C]212[/C][C]30594[/C][C]28442.5584236607[/C][C]2151.44157633933[/C][/ROW]
[ROW][C]213[/C][C]24006[/C][C]25401.1613064383[/C][C]-1395.16130643827[/C][/ROW]
[ROW][C]214[/C][C]27913[/C][C]35351.5537585147[/C][C]-7438.55375851469[/C][/ROW]
[ROW][C]215[/C][C]42744[/C][C]32891.1417474555[/C][C]9852.85825254451[/C][/ROW]
[ROW][C]216[/C][C]12934[/C][C]30166.1273044015[/C][C]-17232.1273044015[/C][/ROW]
[ROW][C]217[/C][C]22574[/C][C]23439.0431966738[/C][C]-865.043196673751[/C][/ROW]
[ROW][C]218[/C][C]41385[/C][C]37155.9179710314[/C][C]4229.08202896856[/C][/ROW]
[ROW][C]219[/C][C]18653[/C][C]33851.6789194593[/C][C]-15198.6789194593[/C][/ROW]
[ROW][C]220[/C][C]18472[/C][C]23137.0070169708[/C][C]-4665.00701697076[/C][/ROW]
[ROW][C]221[/C][C]30976[/C][C]34546.993933664[/C][C]-3570.99393366398[/C][/ROW]
[ROW][C]222[/C][C]63339[/C][C]69676.5011752334[/C][C]-6337.5011752334[/C][/ROW]
[ROW][C]223[/C][C]25568[/C][C]39885.9593167766[/C][C]-14317.9593167766[/C][/ROW]
[ROW][C]224[/C][C]33747[/C][C]34769.1312101294[/C][C]-1022.13121012936[/C][/ROW]
[ROW][C]225[/C][C]4154[/C][C]12802.7022754845[/C][C]-8648.70227548452[/C][/ROW]
[ROW][C]226[/C][C]19474[/C][C]35091.4572810845[/C][C]-15617.4572810845[/C][/ROW]
[ROW][C]227[/C][C]35130[/C][C]18966.6957567628[/C][C]16163.3042432372[/C][/ROW]
[ROW][C]228[/C][C]39067[/C][C]33830.2053928698[/C][C]5236.7946071302[/C][/ROW]
[ROW][C]229[/C][C]13310[/C][C]21541.0444247437[/C][C]-8231.04442474367[/C][/ROW]
[ROW][C]230[/C][C]65892[/C][C]30181.0442373084[/C][C]35710.9557626916[/C][/ROW]
[ROW][C]231[/C][C]4143[/C][C]14928.8056327523[/C][C]-10785.8056327523[/C][/ROW]
[ROW][C]232[/C][C]28579[/C][C]33043.9053129681[/C][C]-4464.90531296811[/C][/ROW]
[ROW][C]233[/C][C]51776[/C][C]37032.1622098254[/C][C]14743.8377901746[/C][/ROW]
[ROW][C]234[/C][C]21152[/C][C]22606.2299848103[/C][C]-1454.22998481031[/C][/ROW]
[ROW][C]235[/C][C]38084[/C][C]32670.3189790315[/C][C]5413.6810209685[/C][/ROW]
[ROW][C]236[/C][C]27717[/C][C]29053.1648185353[/C][C]-1336.16481853533[/C][/ROW]
[ROW][C]237[/C][C]32928[/C][C]29602.0323975183[/C][C]3325.96760248168[/C][/ROW]
[ROW][C]238[/C][C]11342[/C][C]23015.9976844398[/C][C]-11673.9976844398[/C][/ROW]
[ROW][C]239[/C][C]19499[/C][C]28591.1587273833[/C][C]-9092.15872738332[/C][/ROW]
[ROW][C]240[/C][C]16380[/C][C]18480.7122455365[/C][C]-2100.71224553652[/C][/ROW]
[ROW][C]241[/C][C]36874[/C][C]29549.6291222258[/C][C]7324.37087777417[/C][/ROW]
[ROW][C]242[/C][C]48259[/C][C]54276.6005546319[/C][C]-6017.60055463188[/C][/ROW]
[ROW][C]243[/C][C]16734[/C][C]22698.2078652954[/C][C]-5964.2078652954[/C][/ROW]
[ROW][C]244[/C][C]28207[/C][C]27858.5925348835[/C][C]348.407465116548[/C][/ROW]
[ROW][C]245[/C][C]30143[/C][C]28422.7275439771[/C][C]1720.27245602289[/C][/ROW]
[ROW][C]246[/C][C]41369[/C][C]33978.2305299331[/C][C]7390.7694700669[/C][/ROW]
[ROW][C]247[/C][C]45833[/C][C]37728.8794773813[/C][C]8104.12052261869[/C][/ROW]
[ROW][C]248[/C][C]29156[/C][C]25793.1613248014[/C][C]3362.8386751986[/C][/ROW]
[ROW][C]249[/C][C]35944[/C][C]18329.6650529588[/C][C]17614.3349470412[/C][/ROW]
[ROW][C]250[/C][C]36278[/C][C]21760.6426796653[/C][C]14517.3573203347[/C][/ROW]
[ROW][C]251[/C][C]45588[/C][C]43292.0958316698[/C][C]2295.90416833016[/C][/ROW]
[ROW][C]252[/C][C]45097[/C][C]39071.0004355396[/C][C]6025.99956446037[/C][/ROW]
[ROW][C]253[/C][C]3895[/C][C]5584.37179712577[/C][C]-1689.37179712577[/C][/ROW]
[ROW][C]254[/C][C]28394[/C][C]28678.6652389188[/C][C]-284.665238918804[/C][/ROW]
[ROW][C]255[/C][C]18632[/C][C]26650.6510409542[/C][C]-8018.65104095419[/C][/ROW]
[ROW][C]256[/C][C]2325[/C][C]5036.5421860749[/C][C]-2711.5421860749[/C][/ROW]
[ROW][C]257[/C][C]25139[/C][C]18169.8414036053[/C][C]6969.15859639465[/C][/ROW]
[ROW][C]258[/C][C]27975[/C][C]23792.2113158219[/C][C]4182.78868417806[/C][/ROW]
[ROW][C]259[/C][C]14483[/C][C]24697.0525321964[/C][C]-10214.0525321964[/C][/ROW]
[ROW][C]260[/C][C]13127[/C][C]16914.0978207329[/C][C]-3787.09782073295[/C][/ROW]
[ROW][C]261[/C][C]5839[/C][C]10765.4180663049[/C][C]-4926.41806630491[/C][/ROW]
[ROW][C]262[/C][C]24069[/C][C]33052.750300053[/C][C]-8983.75030005305[/C][/ROW]
[ROW][C]263[/C][C]3738[/C][C]6852.34836331417[/C][C]-3114.34836331417[/C][/ROW]
[ROW][C]264[/C][C]18625[/C][C]25975.5978275302[/C][C]-7350.59782753015[/C][/ROW]
[ROW][C]265[/C][C]36341[/C][C]20910.6650303623[/C][C]15430.3349696377[/C][/ROW]
[ROW][C]266[/C][C]24548[/C][C]28285.3091030156[/C][C]-3737.30910301559[/C][/ROW]
[ROW][C]267[/C][C]21792[/C][C]29453.1836266289[/C][C]-7661.18362662895[/C][/ROW]
[ROW][C]268[/C][C]26263[/C][C]18257.5604201141[/C][C]8005.4395798859[/C][/ROW]
[ROW][C]269[/C][C]23686[/C][C]35613.6580521736[/C][C]-11927.6580521736[/C][/ROW]
[ROW][C]270[/C][C]49303[/C][C]35196.5097873689[/C][C]14106.4902126311[/C][/ROW]
[ROW][C]271[/C][C]25659[/C][C]31682.7572787694[/C][C]-6023.75727876938[/C][/ROW]
[ROW][C]272[/C][C]28904[/C][C]24545.686738308[/C][C]4358.31326169201[/C][/ROW]
[ROW][C]273[/C][C]2781[/C][C]1335.12995219839[/C][C]1445.87004780161[/C][/ROW]
[ROW][C]274[/C][C]29236[/C][C]32480.7076912508[/C][C]-3244.70769125085[/C][/ROW]
[ROW][C]275[/C][C]19546[/C][C]18628.4615722659[/C][C]917.538427734096[/C][/ROW]
[ROW][C]276[/C][C]22818[/C][C]29211.1730031191[/C][C]-6393.17300311906[/C][/ROW]
[ROW][C]277[/C][C]32689[/C][C]15360.7148449891[/C][C]17328.2851550109[/C][/ROW]
[ROW][C]278[/C][C]5752[/C][C]9790.44839809219[/C][C]-4038.44839809219[/C][/ROW]
[ROW][C]279[/C][C]22197[/C][C]35620.7245125782[/C][C]-13423.7245125782[/C][/ROW]
[ROW][C]280[/C][C]20055[/C][C]25623.0218782715[/C][C]-5568.02187827153[/C][/ROW]
[ROW][C]281[/C][C]25272[/C][C]24539.1030193249[/C][C]732.896980675089[/C][/ROW]
[ROW][C]282[/C][C]82206[/C][C]18215.2815340326[/C][C]63990.7184659674[/C][/ROW]
[ROW][C]283[/C][C]32073[/C][C]23226.6366209432[/C][C]8846.36337905676[/C][/ROW]
[ROW][C]284[/C][C]5444[/C][C]7726.97970951881[/C][C]-2282.97970951881[/C][/ROW]
[ROW][C]285[/C][C]20154[/C][C]21409.8275006196[/C][C]-1255.82750061959[/C][/ROW]
[ROW][C]286[/C][C]36944[/C][C]18123.6674176208[/C][C]18820.3325823792[/C][/ROW]
[ROW][C]287[/C][C]8019[/C][C]16754.5726867679[/C][C]-8735.57268676785[/C][/ROW]
[ROW][C]288[/C][C]30884[/C][C]35737.7492784687[/C][C]-4853.74927846875[/C][/ROW]
[ROW][C]289[/C][C]19540[/C][C]27415.5500678301[/C][C]-7875.55006783007[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=156535&T=4

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=156535&T=4

As an alternative you can also use a QR Code:

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

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	InterpolationForecast	ResidualsPrediction Error
1	112285	104509.222837295	7775.77716270472
2	84786	83365.9153410982	1420.08465890178
3	83123	96641.6086502963	-13518.6086502963
4	101193	98914.1597989804	2278.84020101963
5	38361	54820.543197438	-16459.543197438
6	68504	50570.1509084024	17933.8490915976
7	119182	119422.819215243	-240.819215242889
8	22807	19349.1766202583	3457.82337974165
9	17140	20728.8139643922	-3588.81396439215
10	116174	92194.1341523352	23979.8658476648
11	57635	66285.3434817972	-8650.34348179724
12	66198	96240.2078194722	-30042.2078194722
13	71701	90431.7894728253	-18730.7894728253
14	57793	66670.7754468045	-8877.77544680454
15	80444	89158.8849566465	-8714.88495664647
16	53855	83890.647905913	-30035.647905913
17	97668	115646.439167252	-17978.4391672519
18	133824	108392.555071182	25431.4449288177
19	101481	86287.150265013	15193.849734987
20	99645	79117.0004091169	20527.9995908831
21	114789	96524.2294584897	18264.7705415103
22	99052	106411.121057006	-7359.12105700612
23	67654	84781.7297791814	-17127.7297791814
24	65553	78588.1420171411	-13035.1420171411
25	97500	87978.817549053	9521.18245094702
26	69112	86728.5120838861	-17616.5120838861
27	82753	83871.7795280297	-1118.77952802967
28	85323	95914.7092302319	-10591.7092302319
29	72654	93733.2198224388	-21079.2198224388
30	30727	46723.1020751338	-15996.1020751338
31	77873	95374.3965740482	-17501.3965740482
32	117478	121020.700460607	-3542.70046060743
33	74007	78899.9376205746	-4892.9376205746
34	90183	114203.638138811	-24020.638138811
35	61542	42500.2664169691	19041.7335830309
36	101494	124927.224310244	-23433.2243102439
37	27570	36529.7481826831	-8959.74818268308
38	55813	55914.8572494944	-101.857249494411
39	79215	102607.693200602	-23392.693200602
40	1423	1870.45809704428	-447.458097044282
41	55461	72454.4840911984	-16993.4840911984
42	31081	48076.3554402458	-16995.3554402457
43	22996	30973.375924609	-7977.37592460895
44	83122	105593.004126037	-22471.0041260366
45	70106	107011.747813967	-36905.7478139667
46	60578	77629.3628183684	-17051.3628183684
47	39992	47159.5392608477	-7167.53926084773
48	79892	90067.0671504767	-10175.0671504767
49	49810	59027.9742235194	-9217.9742235194
50	71570	61165.8578300499	10404.1421699501
51	100708	68371.5614424656	32336.4385575344
52	33032	49473.1939844527	-16441.1939844527
53	82875	81830.3941205916	1044.60587940841
54	139077	118671.744736269	20405.2552637307
55	71595	84164.0572346206	-12569.0572346206
56	72260	86946.7899105234	-14686.7899105234
57	5950	15710.5007908835	-9760.50079088348
58	115762	114283.425599224	1478.57440077582
59	32551	37931.7072197669	-5380.70721976694
60	31701	40461.19042892	-8760.19042892002
61	80670	87570.4229187424	-6900.42291874241
62	143558	125703.721340854	17854.2786591459
63	117105	86978.3567887996	30126.6432112004
64	23789	33038.95314073	-9249.95314073001
65	120733	131208.18355429	-10475.1835542901
66	105195	124944.517421139	-19749.517421139
67	73107	85791.3671970839	-12684.3671970839
68	132068	128643.92346992	3424.07653007994
69	149193	149565.061197589	-372.061197588837
70	46821	78187.8961931383	-31366.8961931383
71	87011	96929.9255090545	-9918.92550905453
72	95260	102243.901335791	-6983.90133579131
73	55183	79428.032059323	-24245.032059323
74	106671	76791.1390189222	29879.8609810778
75	73511	104319.292962345	-30808.2929623451
76	92945	78041.1926831495	14903.8073168505
77	78664	72623.0225364335	6040.97746356651
78	70054	97297.5643677079	-27243.5643677079
79	22618	42168.6278810776	-19550.6278810776
80	74011	91614.8757032947	-17603.8757032947
81	83737	79382.2206089804	4354.7793910196
82	69094	72557.7446717171	-3463.7446717171
83	93133	92238.3645973926	894.635402607378
84	95536	98538.5613611582	-3002.5613611582
85	225920	88855.9688362968	137064.031163703
86	62133	68342.3562534006	-6209.35625340059
87	61370	64093.2346441291	-2723.2346441291
88	43836	54310.1071156059	-10474.1071156059
89	106117	97441.2134208954	8675.78657910456
90	38692	61932.0762104668	-23240.0762104668
91	84651	91133.183999189	-6482.18399918897
92	56622	38168.5054108097	18453.4945891904
93	15986	32907.2512788418	-16921.2512788418
94	95364	93441.539418147	1922.46058185295
95	26706	38065.7933193733	-11359.7933193733
96	89691	77232.4417570774	12458.5582429226
97	67267	99193.311734509	-31926.311734509
98	126846	97004.8236886205	29841.1763113795
99	41140	65497.4463062489	-24357.4463062489
100	102860	90989.5899878632	11870.4100121368
101	51715	63313.9543921204	-11598.9543921204
102	55801	68665.5674010902	-12864.5674010902
103	111813	107689.21761028	4123.78238972021
104	120293	85552.2481105399	34740.7518894601
105	138599	108991.470804323	29607.5291956769
106	161647	124780.414210789	36866.5857892111
107	115929	137003.720836781	-21074.7208367812
108	24266	31325.8949047295	-7059.89490472953
109	162901	153604.049679393	9296.95032060735
110	109825	112060.808274756	-2235.80827475578
111	129838	111085.800189824	18752.1998101757
112	37510	54375.1354244136	-16865.1354244136
113	43750	41579.5536522036	2170.44634779641
114	40652	67580.5223221693	-26928.5223221693
115	87771	108707.840815634	-20936.8408156342
116	85872	96714.1287129768	-10842.1287129768
117	89275	90701.3803220581	-1426.38032205807
118	44418	53955.9736839146	-9537.97368391464
119	192565	87757.5694129443	104807.430587056
120	35232	29625.2873570151	5606.71264298486
121	40909	52507.8216343652	-11598.8216343652
122	13294	21684.3987732292	-8390.39877322918
123	32387	46081.2456039372	-13694.2456039372
124	140867	51916.4099480312	88950.5900519688
125	120662	100832.798557219	19829.2014427808
126	21233	30486.4243325722	-9253.42433257215
127	44332	33412.0596362364	10919.9403637636
128	61056	52906.9487631438	8149.05123685617
129	101338	89127.4883911785	12210.5116088215
130	1168	9121.9350884016	-7953.9350884016
131	13497	16619.9209352229	-3122.9209352229
132	65567	78600.5359214603	-13033.5359214603
133	25162	33212.4768041761	-8050.47680417608
134	32334	40507.1341261503	-8173.1341261503
135	40735	58498.4137537094	-17763.4137537094
136	91413	118729.856809971	-27316.8568099715
137	855	8410.97111347228	-7555.97111347228
138	97068	78894.8601364124	18173.1398635876
139	44339	16758.8622104413	27580.1377895587
140	14116	21299.5974684507	-7183.59746845067
141	10288	17151.1242287395	-6863.12422873947
142	65622	51360.3728191956	14261.6271808044
143	16563	15917.6086773863	645.391322613681
144	76643	96892.5023947631	-20249.5023947631
145	110681	89068.9197721398	21612.0802278602
146	29011	24779.7981233243	4231.20187667566
147	92696	55384.7001521241	37311.2998478759
148	94785	58651.4478257569	36133.5521742431
149	8773	17466.337302372	-8693.337302372
150	83209	66536.1623293677	16672.8376706323
151	93815	106493.285868464	-12678.2858684642
152	86687	94010.5627197988	-7323.5627197988
153	34553	30710.5073914826	3842.49260851743
154	105547	128245.892992121	-22698.8929921208
155	103487	102175.676845549	1311.32315445055
156	213688	157660.308374302	56027.6916256981
157	71220	75965.7782594021	-4745.77825940215
158	23517	25388.1133148638	-1871.11331486377
159	56926	47020.4777729422	9905.52222705783
160	91721	80874.8188314797	10846.1811685203
161	115168	119950.471531635	-4782.47153163498
162	111194	47568.6302668118	63625.3697331882
163	51009	43057.4281870611	7951.57181293886
164	135777	107722.39158038	28054.6084196199
165	51513	63694.5877630105	-12181.5877630105
166	74163	97546.3754442696	-23383.3754442696
167	51633	71524.5878277725	-19891.5878277725
168	75345	47815.1956435608	27529.8043564392
169	33416	48808.024694503	-15392.024694503
170	83305	51506.6289016858	31798.3710983141
171	98952	92121.9072825943	6830.09271740575
172	102372	98140.3306905563	4231.66930944369
173	37238	31071.6379494444	6166.36205055559
174	103772	122908.058657184	-19136.0586571835
175	123969	78938.6329881974	45030.3670118026
176	27142	38236.2591426823	-11094.2591426823
177	135400	101407.724205804	33992.275794196
178	21399	24739.431184475	-3340.43118447503
179	130115	110654.943738037	19460.0562619632
180	24874	37466.3428333356	-12592.3428333356
181	34988	26943.8941617149	8044.1058382851
182	45549	17516.4534779026	28032.5465220974
183	6023	10748.1807917611	-4725.18079176111
184	64466	73801.682076287	-9335.68207628696
185	54990	97071.2028567083	-42081.2028567083
186	1644	8109.36126287324	-6465.36126287324
187	6179	17614.3390718052	-11435.3390718052
188	3926	11694.009509414	-7768.00950941396
189	32755	45043.3662726897	-12288.3662726897
190	34777	30796.1782225019	3980.82177749808
191	73224	60233.344131933	12990.655868067
192	27114	28185.7764155075	-1071.77641550753
193	20760	32060.626239592	-11300.626239592
194	37636	40321.2076267014	-2685.20762670143
195	65461	65041.114554279	419.885445720963
196	30080	38111.6141766093	-8031.61417660931
197	24094	29770.8469059944	-5676.84690599442
198	69008	33801.590830149	35206.409169851
199	54968	32616.7091546069	22351.2908453931
200	46090	32926.521326677	13163.478673323
201	27507	37930.2118948984	-10423.2118948984
202	10672	24477.0175778599	-13805.0175778599
203	34029	31304.2588075781	2724.74119242188
204	46300	43618.8557631638	2681.14423683624
205	24760	34692.7629431348	-9932.76294313481
206	18779	18073.069791775	705.930208224993
207	21280	27528.6783375576	-6248.67833755763
208	40662	42697.8463436851	-2035.84634368513
209	28987	35517.2778660042	-6530.27786600415
210	22827	39400.1385378596	-16573.1385378596
211	18513	34752.0376441958	-16239.0376441958
212	30594	28442.5584236607	2151.44157633933
213	24006	25401.1613064383	-1395.16130643827
214	27913	35351.5537585147	-7438.55375851469
215	42744	32891.1417474555	9852.85825254451
216	12934	30166.1273044015	-17232.1273044015
217	22574	23439.0431966738	-865.043196673751
218	41385	37155.9179710314	4229.08202896856
219	18653	33851.6789194593	-15198.6789194593
220	18472	23137.0070169708	-4665.00701697076
221	30976	34546.993933664	-3570.99393366398
222	63339	69676.5011752334	-6337.5011752334
223	25568	39885.9593167766	-14317.9593167766
224	33747	34769.1312101294	-1022.13121012936
225	4154	12802.7022754845	-8648.70227548452
226	19474	35091.4572810845	-15617.4572810845
227	35130	18966.6957567628	16163.3042432372
228	39067	33830.2053928698	5236.7946071302
229	13310	21541.0444247437	-8231.04442474367
230	65892	30181.0442373084	35710.9557626916
231	4143	14928.8056327523	-10785.8056327523
232	28579	33043.9053129681	-4464.90531296811
233	51776	37032.1622098254	14743.8377901746
234	21152	22606.2299848103	-1454.22998481031
235	38084	32670.3189790315	5413.6810209685
236	27717	29053.1648185353	-1336.16481853533
237	32928	29602.0323975183	3325.96760248168
238	11342	23015.9976844398	-11673.9976844398
239	19499	28591.1587273833	-9092.15872738332
240	16380	18480.7122455365	-2100.71224553652
241	36874	29549.6291222258	7324.37087777417
242	48259	54276.6005546319	-6017.60055463188
243	16734	22698.2078652954	-5964.2078652954
244	28207	27858.5925348835	348.407465116548
245	30143	28422.7275439771	1720.27245602289
246	41369	33978.2305299331	7390.7694700669
247	45833	37728.8794773813	8104.12052261869
248	29156	25793.1613248014	3362.8386751986
249	35944	18329.6650529588	17614.3349470412
250	36278	21760.6426796653	14517.3573203347
251	45588	43292.0958316698	2295.90416833016
252	45097	39071.0004355396	6025.99956446037
253	3895	5584.37179712577	-1689.37179712577
254	28394	28678.6652389188	-284.665238918804
255	18632	26650.6510409542	-8018.65104095419
256	2325	5036.5421860749	-2711.5421860749
257	25139	18169.8414036053	6969.15859639465
258	27975	23792.2113158219	4182.78868417806
259	14483	24697.0525321964	-10214.0525321964
260	13127	16914.0978207329	-3787.09782073295
261	5839	10765.4180663049	-4926.41806630491
262	24069	33052.750300053	-8983.75030005305
263	3738	6852.34836331417	-3114.34836331417
264	18625	25975.5978275302	-7350.59782753015
265	36341	20910.6650303623	15430.3349696377
266	24548	28285.3091030156	-3737.30910301559
267	21792	29453.1836266289	-7661.18362662895
268	26263	18257.5604201141	8005.4395798859
269	23686	35613.6580521736	-11927.6580521736
270	49303	35196.5097873689	14106.4902126311
271	25659	31682.7572787694	-6023.75727876938
272	28904	24545.686738308	4358.31326169201
273	2781	1335.12995219839	1445.87004780161
274	29236	32480.7076912508	-3244.70769125085
275	19546	18628.4615722659	917.538427734096
276	22818	29211.1730031191	-6393.17300311906
277	32689	15360.7148449891	17328.2851550109
278	5752	9790.44839809219	-4038.44839809219
279	22197	35620.7245125782	-13423.7245125782
280	20055	25623.0218782715	-5568.02187827153
281	25272	24539.1030193249	732.896980675089
282	82206	18215.2815340326	63990.7184659674
283	32073	23226.6366209432	8846.36337905676
284	5444	7726.97970951881	-2282.97970951881
285	20154	21409.8275006196	-1255.82750061959
286	36944	18123.6674176208	18820.3325823792
287	8019	16754.5726867679	-8735.57268676785
288	30884	35737.7492784687	-4853.74927846875
289	19540	27415.5500678301	-7875.55006783007

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
12	0.307162737710087	0.614325475420173	0.692837262289913
13	0.168059014093459	0.336118028186919	0.831940985906541
14	0.0838351787540781	0.167670357508156	0.916164821245922
15	0.0434149713496709	0.0868299426993418	0.956585028650329
16	0.0224735714752952	0.0449471429505903	0.977526428524705
17	0.0233934705216235	0.0467869410432469	0.976606529478377
18	0.0373874586182574	0.0747749172365148	0.962612541381743
19	0.0509889296017851	0.10197785920357	0.949011070398215
20	0.0675983006949234	0.135196601389847	0.932401699305077
21	0.10184023268223	0.20368046536446	0.89815976731777
22	0.0719252485536008	0.143850497107202	0.928074751446399
23	0.0492934097329	0.0985868194658001	0.9507065902671
24	0.0414867556876724	0.0829735113753447	0.958513244312328
25	0.0374234275957431	0.0748468551914862	0.962576572404257
26	0.0560352855124352	0.11207057102487	0.943964714487565
27	0.0382384671180872	0.0764769342361744	0.961761532881913
28	0.0257802858181082	0.0515605716362165	0.974219714181892
29	0.0200412842785237	0.0400825685570474	0.979958715721476
30	0.0147194135434067	0.0294388270868133	0.985280586456593
31	0.0120136625995037	0.0240273251990074	0.987986337400496
32	0.00778576659785089	0.0155715331957018	0.992214233402149
33	0.00537067822529468	0.0107413564505894	0.994629321774705
34	0.00344568408905319	0.00689136817810639	0.996554315910947
35	0.0091511724193997	0.0183023448387994	0.9908488275806
36	0.0132863458716699	0.0265726917433398	0.98671365412833
37	0.00893715709973556	0.0178743141994711	0.991062842900264
38	0.0083076890529553	0.0166153781059106	0.991692310947045
39	0.00582822204811517	0.0116564440962303	0.994171777951885
40	0.00405721936043301	0.00811443872086601	0.995942780639567
41	0.00379883122038903	0.00759766244077806	0.996201168779611
42	0.00537791792531599	0.010755835850632	0.994622082074684
43	0.00353866389734202	0.00707732779468404	0.996461336102658
44	0.00273675535787459	0.00547351071574917	0.997263244642125
45	0.00829820823118939	0.0165964164623788	0.991701791768811
46	0.00691576687548951	0.013831533750979	0.99308423312451
47	0.00475663845663398	0.00951327691326795	0.995243361543366
48	0.00325543919364168	0.00651087838728336	0.996744560806358
49	0.00241160582741129	0.00482321165482258	0.997588394172589
50	0.00431943733700893	0.00863887467401785	0.995680562662991
51	0.0215442019214486	0.0430884038428972	0.978455798078551
52	0.0180713597811703	0.0361427195623407	0.98192864021883
53	0.0131819504259212	0.0263639008518423	0.986818049574079
54	0.0228067888406283	0.0456135776812567	0.977193211159372
55	0.019582198017446	0.0391643960348919	0.980417801982554
56	0.0155562830914978	0.0311125661829955	0.984443716908502
57	0.0132034897051744	0.0264069794103488	0.986796510294826
58	0.0102504638367127	0.0205009276734255	0.989749536163287
59	0.00755091987854981	0.0151018397570996	0.99244908012145
60	0.00580214979955788	0.0116042995991158	0.994197850200442
61	0.00419566531629368	0.00839133063258735	0.995804334683706
62	0.00678020407576238	0.0135604081515248	0.993219795924238
63	0.014691703548317	0.029383407096634	0.985308296451683
64	0.0113447786449003	0.0226895572898007	0.9886552213551
65	0.010333443628673	0.020666887257346	0.989666556371327
66	0.00976150955166476	0.0195230191033295	0.990238490448335
67	0.00787038873139669	0.0157407774627934	0.992129611268603
68	0.00623868799828428	0.0124773759965686	0.993761312001716
69	0.00470705092478461	0.00941410184956922	0.995292949075215
70	0.00676697134036457	0.0135339426807291	0.993233028659635
71	0.00519365617972087	0.0103873123594417	0.994806343820279
72	0.00388917257673788	0.00777834515347576	0.996110827423262
73	0.00402420854294824	0.00804841708589647	0.995975791457052
74	0.00629394452643156	0.0125878890528631	0.993706055473568
75	0.00877126091130884	0.0175425218226177	0.991228739088691
76	0.00721892173675679	0.0144378434735136	0.992781078263243
77	0.00582615489375107	0.0116523097875021	0.994173845106249
78	0.00680275381784102	0.013605507635682	0.993197246182159
79	0.00634992698587423	0.0126998539717485	0.993650073014126
80	0.00552775827434238	0.0110555165486848	0.994472241725658
81	0.00417314047198738	0.00834628094397476	0.995826859528013
82	0.00314507345264094	0.00629014690528188	0.996854926547359
83	0.00236956117149445	0.00473912234298889	0.997630438828506
84	0.00174853157401435	0.00349706314802869	0.998251468425986
85	0.978200842647367	0.0435983147052651	0.0217991573526325
86	0.973424623178804	0.0531507536423924	0.0265753768211962
87	0.96759707505429	0.0648058498914204	0.0324029249457102
88	0.962095256897006	0.0758094862059878	0.0379047431029939
89	0.956352197939224	0.0872956041215529	0.0436478020607764
90	0.958957792356913	0.0820844152861738	0.0410422076430869
91	0.951166036694405	0.0976679266111894	0.0488339633055947
92	0.948990327631812	0.102019344736376	0.0510096723681878
93	0.945218763999909	0.109562472000181	0.0547812360000906
94	0.937889089623603	0.124221820752793	0.0621109103763966
95	0.928587650979537	0.142824698040925	0.0714123490204627
96	0.920234463383876	0.159531073232248	0.0797655366161241
97	0.936153369821712	0.127693260356576	0.0638466301782882
98	0.952870858410319	0.0942582831793622	0.0471291415896811
99	0.957187258127266	0.0856254837454673	0.0428127418727336
100	0.951312851721467	0.097374296557066	0.048687148278533
101	0.946227406390528	0.107545187218943	0.0537725936094715
102	0.940748634855899	0.118502730288203	0.0592513651441015
103	0.931064576015634	0.137870847968731	0.0689354239843657
104	0.952931418150764	0.0941371636984712	0.0470685818492356
105	0.961263931255327	0.0774721374893451	0.0387360687446726
106	0.9738539411205	0.0522921177590002	0.0261460588795001
107	0.976115959909705	0.0477680801805908	0.0238840400902954
108	0.97111813095526	0.0577637380894801	0.0288818690447401
109	0.967491990062118	0.0650160198757635	0.0325080099378817
110	0.962943469175163	0.0741130616496748	0.0370565308248374
111	0.961433402928173	0.0771331941436548	0.0385665970718274
112	0.963393056879916	0.0732138862401683	0.0366069431200842
113	0.956060943663255	0.0878781126734906	0.0439390563367453
114	0.964534338006878	0.0709313239862447	0.0354656619931224
115	0.965324811387905	0.0693503772241893	0.0346751886120946
116	0.961986192173231	0.0760276156535377	0.0380138078267689
117	0.95478301624208	0.0904339675158394	0.0452169837579197
118	0.947522130816579	0.104955738366842	0.0524778691834211
119	0.999928434510088	0.000143130979823454	7.15654899117272e-05
120	0.99990458187232	0.000190836255359711	9.54181276798557e-05
121	0.999875947779434	0.000248104441131819	0.00012405222056591
122	0.999835318557991	0.000329362884016977	0.000164681442008489
123	0.999804110973671	0.000391778052658934	0.000195889026329467
124	0.999999911139597	1.77720806666458e-07	8.88604033332291e-08
125	0.99999991664603	1.66707939718016e-07	8.33539698590079e-08
126	0.999999876995847	2.46008305862999e-07	1.230041529315e-07
127	0.999999839308905	3.21382190098605e-07	1.60691095049303e-07
128	0.999999774774658	4.50450684529841e-07	2.2522534226492e-07
129	0.999999696332352	6.07335295098377e-07	3.03667647549188e-07
130	0.99999956061894	8.78762119673757e-07	4.39381059836879e-07
131	0.999999356721816	1.28655636828307e-06	6.43278184141537e-07
132	0.99999927248322	1.45503355982845e-06	7.27516779914225e-07
133	0.999999019256633	1.96148673352157e-06	9.80743366760785e-07
134	0.999998712998785	2.57400242934988e-06	1.28700121467494e-06
135	0.999999449410062	1.10117987551046e-06	5.5058993775523e-07
136	0.999999589702812	8.20594375908474e-07	4.10297187954237e-07
137	0.999999403213033	1.19357393348075e-06	5.96786966740377e-07
138	0.999999373972869	1.25205426154746e-06	6.26027130773731e-07
139	0.999999623325729	7.53348541593027e-07	3.76674270796514e-07
140	0.99999946683449	1.06633102056118e-06	5.3316551028059e-07
141	0.999999205039541	1.58992091758255e-06	7.94960458791276e-07
142	0.999999167478988	1.66504202458715e-06	8.32521012293573e-07
143	0.999998734507892	2.5309842159664e-06	1.2654921079832e-06
144	0.999998811585163	2.37682967463274e-06	1.18841483731637e-06
145	0.999998705099953	2.58980009375314e-06	1.29490004687657e-06
146	0.999998061512305	3.87697539036247e-06	1.93848769518123e-06
147	0.999998948339657	2.10332068689618e-06	1.05166034344809e-06
148	0.999999583483797	8.33032405218933e-07	4.16516202609467e-07
149	0.999999416095606	1.16780878858001e-06	5.83904394290005e-07
150	0.999999281257577	1.43748484617728e-06	7.18742423088642e-07
151	0.999999102010115	1.79597977072082e-06	8.97989885360412e-07
152	0.999999276391825	1.44721635045561e-06	7.23608175227805e-07
153	0.999998929336656	2.14132668789349e-06	1.07066334394675e-06
154	0.999999572550349	8.54899302293573e-07	4.27449651146787e-07
155	0.999999378856261	1.24228747700896e-06	6.2114373850448e-07
156	0.999999973932928	5.21341431284134e-08	2.60670715642067e-08
157	0.999999957904404	8.41911913609392e-08	4.20955956804696e-08
158	0.999999931738119	1.36523761249427e-07	6.82618806247137e-08
159	0.999999901228445	1.97543109783902e-07	9.87715548919508e-08
160	0.999999875461559	2.4907688144522e-07	1.2453844072261e-07
161	0.999999802556893	3.9488621314868e-07	1.9744310657434e-07
162	0.999999998009488	3.98102306165787e-09	1.99051153082894e-09
163	0.999999996951462	6.09707646715513e-09	3.04853823357757e-09
164	0.999999998014666	3.97066731353787e-09	1.98533365676893e-09
165	0.999999997540928	4.91814399276968e-09	2.45907199638484e-09
166	0.999999997659419	4.68116133994393e-09	2.34058066997196e-09
167	0.99999999799488	4.01023958254643e-09	2.00511979127322e-09
168	0.999999997702729	4.59454135488216e-09	2.29727067744108e-09
169	0.99999999706179	5.87642093866312e-09	2.93821046933156e-09
170	0.999999999377649	1.24470142946287e-09	6.22350714731437e-10
171	0.999999999156088	1.68782477167915e-09	8.43912385839575e-10
172	0.999999998569211	2.86157902206393e-09	1.43078951103197e-09
173	0.999999997535334	4.92933157426769e-09	2.46466578713384e-09
174	0.999999998625196	2.74960820504887e-09	1.37480410252443e-09
175	0.99999999984348	3.13040129675393e-10	1.56520064837697e-10
176	0.999999999751796	4.96407919863099e-10	2.48203959931549e-10
177	0.999999999977852	4.42961579196668e-11	2.21480789598334e-11
178	0.999999999958824	8.23514443618291e-11	4.11757221809146e-11
179	0.999999999992088	1.58249446146442e-11	7.91247230732209e-12
180	0.999999999987958	2.40843373730135e-11	1.20421686865068e-11
181	0.99999999997926	4.14790235956326e-11	2.07395117978163e-11
182	0.999999999991129	1.77412809682686e-11	8.87064048413431e-12
183	0.999999999982869	3.42628362921815e-11	1.71314181460908e-11
184	0.999999999970795	5.84096269885334e-11	2.92048134942667e-11
185	0.999999999994493	1.10131672992983e-11	5.50658364964913e-12
186	0.99999999998987	2.0259302616477e-11	1.01296513082385e-11
187	0.999999999986859	2.62818484295829e-11	1.31409242147914e-11
188	0.999999999983196	3.36083925519769e-11	1.68041962759885e-11
189	0.999999999975209	4.95821831589318e-11	2.47910915794659e-11
190	0.999999999966287	6.74255032667512e-11	3.37127516333756e-11
191	0.999999999937446	1.25107125148557e-10	6.25535625742784e-11
192	0.999999999881377	2.37246021025944e-10	1.18623010512972e-10
193	0.999999999809694	3.80612864972096e-10	1.90306432486048e-10
194	0.999999999653133	6.93733302859819e-10	3.46866651429909e-10
195	0.999999999343221	1.31355788367327e-09	6.56778941836635e-10
196	0.99999999912261	1.75477961202497e-09	8.77389806012484e-10
197	0.999999998433262	3.13347537625957e-09	1.56673768812978e-09
198	0.999999999843897	3.12205761931961e-10	1.5610288096598e-10
199	0.99999999987631	2.47380509835023e-10	1.23690254917511e-10
200	0.99999999985637	2.87260972715906e-10	1.43630486357953e-10
201	0.999999999751108	4.97783057918126e-10	2.48891528959063e-10
202	0.99999999973743	5.25139437405184e-10	2.62569718702592e-10
203	0.999999999492774	1.01445131820526e-09	5.07225659102631e-10
204	0.999999999185352	1.62929589988809e-09	8.14647949944047e-10
205	0.999999998596959	2.80608133552928e-09	1.40304066776464e-09
206	0.99999999739145	5.21709996752506e-09	2.60854998376253e-09
207	0.999999995336785	9.32643088462096e-09	4.66321544231048e-09
208	0.999999991199809	1.76003811604249e-08	8.80019058021244e-09
209	0.999999985343392	2.93132153749986e-08	1.46566076874993e-08
210	0.999999987116473	2.57670541237205e-08	1.28835270618603e-08
211	0.999999982702831	3.45943386583315e-08	1.72971693291658e-08
212	0.999999967764704	6.44705911833049e-08	3.22352955916525e-08
213	0.999999940311668	1.19376664695083e-07	5.96883323475415e-08
214	0.999999895095461	2.09809077936178e-07	1.04904538968089e-07
215	0.999999880173964	2.39652072867532e-07	1.19826036433766e-07
216	0.999999865801588	2.68396824368603e-07	1.34198412184301e-07
217	0.999999761921821	4.76156357728992e-07	2.38078178864496e-07
218	0.999999725555173	5.48889654739034e-07	2.74444827369517e-07
219	0.999999629720138	7.40559723779237e-07	3.70279861889618e-07
220	0.999999422163663	1.15567267482372e-06	5.77836337411859e-07
221	0.999999000184502	1.99963099551612e-06	9.99815497758058e-07
222	0.999998467471231	3.06505753872601e-06	1.532528769363e-06
223	0.99999798030011	4.03939978019043e-06	2.01969989009522e-06
224	0.999996456473565	7.0870528704232e-06	3.5435264352116e-06
225	0.999995767294877	8.46541024639583e-06	4.23270512319791e-06
226	0.999996677101735	6.64579652901047e-06	3.32289826450523e-06
227	0.999995388559163	9.22288167412519e-06	4.61144083706259e-06
228	0.999992260097366	1.54798052677302e-05	7.73990263386508e-06
229	0.999990520596085	1.89588078291943e-05	9.47940391459716e-06
230	0.999998999428899	2.00114220120964e-06	1.00057110060482e-06
231	0.999998683692788	2.63261442407452e-06	1.31630721203726e-06
232	0.99999755266872	4.89466255990367e-06	2.44733127995184e-06
233	0.999996516665584	6.96666883145548e-06	3.48333441572774e-06
234	0.999993652316821	1.26953663582564e-05	6.34768317912821e-06
235	0.999989180246827	2.16395063458681e-05	1.08197531729341e-05
236	0.999980911989161	3.81760216776045e-05	1.90880108388023e-05
237	0.999966310948586	6.73781028279105e-05	3.36890514139553e-05
238	0.999968836665992	6.23266680157371e-05	3.11633340078685e-05
239	0.999952053782497	9.58924350055201e-05	4.794621750276e-05
240	0.999928694710654	0.000142610578691676	7.13052893458378e-05
241	0.999890713397858	0.000218573204284662	0.000109286602142331
242	0.999830921768083	0.000338156463834337	0.000169078231917169
243	0.999808223895858	0.000383552208284934	0.000191776104142467
244	0.999692817285885	0.000614365428230249	0.000307182714115124
245	0.999482174535107	0.0010356509297854	0.000517825464892698
246	0.999304606412448	0.00139078717510306	0.000695393587551532
247	0.999013759642332	0.00197248071533574	0.000986240357667872
248	0.998387188108629	0.00322562378274144	0.00161281189137072
249	0.997811581581422	0.00437683683715574	0.00218841841857787
250	0.999144048929155	0.00171190214169097	0.000855951070845484
251	0.998568057547069	0.00286388490586184	0.00143194245293092
252	0.997739713938786	0.00452057212242882	0.00226028606121441
253	0.996358273088098	0.00728345382380341	0.00364172691190171
254	0.994129413895161	0.0117411722096786	0.00587058610483932
255	0.992856107411234	0.0142877851775322	0.00714389258876609
256	0.989780083670379	0.0204398326592422	0.0102199163296211
257	0.986473726285799	0.0270525474284026	0.0135262737142013
258	0.979766521728824	0.0404669565423516	0.0202334782711758
259	0.974534305470572	0.0509313890588558	0.0254656945294279
260	0.965133331661138	0.0697333366777242	0.0348666683388621
261	0.967235260453044	0.0655294790939112	0.0327647395469556
262	0.950804341910001	0.0983913161799987	0.0491956580899993
263	0.941933260982903	0.116133478034193	0.0580667390170967
264	0.915618748813637	0.168762502372725	0.0843812511863625
265	0.888690902683071	0.222618194633858	0.111309097316929
266	0.844006962954868	0.311986074090264	0.155993037045132
267	0.816470330470434	0.367059339059132	0.183529669529566
268	0.810857297729799	0.378285404540401	0.189142702270201
269	0.754453279659081	0.491093440681839	0.245546720340919
270	0.682422742618163	0.635154514763673	0.317577257381837
271	0.765388242189184	0.469223515621632	0.234611757810816
272	0.676564393602041	0.646871212795918	0.323435606397959
273	0.655566809704767	0.688866380590466	0.344433190295233
274	0.914071325155543	0.171857349688915	0.0859286748444573
275	0.944295850126273	0.111408299747454	0.0557041498737272
276	0.890838546771427	0.218322906457146	0.109161453228573
277	0.905851460034367	0.188297079931265	0.0941485399656325

\begin{tabular}{lllllllll}
\hline
Goldfeld-Quandt test for Heteroskedasticity \tabularnewline
p-values & Alternative Hypothesis \tabularnewline
breakpoint index & greater & 2-sided & less \tabularnewline
12 & 0.307162737710087 & 0.614325475420173 & 0.692837262289913 \tabularnewline
13 & 0.168059014093459 & 0.336118028186919 & 0.831940985906541 \tabularnewline
14 & 0.0838351787540781 & 0.167670357508156 & 0.916164821245922 \tabularnewline
15 & 0.0434149713496709 & 0.0868299426993418 & 0.956585028650329 \tabularnewline
16 & 0.0224735714752952 & 0.0449471429505903 & 0.977526428524705 \tabularnewline
17 & 0.0233934705216235 & 0.0467869410432469 & 0.976606529478377 \tabularnewline
18 & 0.0373874586182574 & 0.0747749172365148 & 0.962612541381743 \tabularnewline
19 & 0.0509889296017851 & 0.10197785920357 & 0.949011070398215 \tabularnewline
20 & 0.0675983006949234 & 0.135196601389847 & 0.932401699305077 \tabularnewline
21 & 0.10184023268223 & 0.20368046536446 & 0.89815976731777 \tabularnewline
22 & 0.0719252485536008 & 0.143850497107202 & 0.928074751446399 \tabularnewline
23 & 0.0492934097329 & 0.0985868194658001 & 0.9507065902671 \tabularnewline
24 & 0.0414867556876724 & 0.0829735113753447 & 0.958513244312328 \tabularnewline
25 & 0.0374234275957431 & 0.0748468551914862 & 0.962576572404257 \tabularnewline
26 & 0.0560352855124352 & 0.11207057102487 & 0.943964714487565 \tabularnewline
27 & 0.0382384671180872 & 0.0764769342361744 & 0.961761532881913 \tabularnewline
28 & 0.0257802858181082 & 0.0515605716362165 & 0.974219714181892 \tabularnewline
29 & 0.0200412842785237 & 0.0400825685570474 & 0.979958715721476 \tabularnewline
30 & 0.0147194135434067 & 0.0294388270868133 & 0.985280586456593 \tabularnewline
31 & 0.0120136625995037 & 0.0240273251990074 & 0.987986337400496 \tabularnewline
32 & 0.00778576659785089 & 0.0155715331957018 & 0.992214233402149 \tabularnewline
33 & 0.00537067822529468 & 0.0107413564505894 & 0.994629321774705 \tabularnewline
34 & 0.00344568408905319 & 0.00689136817810639 & 0.996554315910947 \tabularnewline
35 & 0.0091511724193997 & 0.0183023448387994 & 0.9908488275806 \tabularnewline
36 & 0.0132863458716699 & 0.0265726917433398 & 0.98671365412833 \tabularnewline
37 & 0.00893715709973556 & 0.0178743141994711 & 0.991062842900264 \tabularnewline
38 & 0.0083076890529553 & 0.0166153781059106 & 0.991692310947045 \tabularnewline
39 & 0.00582822204811517 & 0.0116564440962303 & 0.994171777951885 \tabularnewline
40 & 0.00405721936043301 & 0.00811443872086601 & 0.995942780639567 \tabularnewline
41 & 0.00379883122038903 & 0.00759766244077806 & 0.996201168779611 \tabularnewline
42 & 0.00537791792531599 & 0.010755835850632 & 0.994622082074684 \tabularnewline
43 & 0.00353866389734202 & 0.00707732779468404 & 0.996461336102658 \tabularnewline
44 & 0.00273675535787459 & 0.00547351071574917 & 0.997263244642125 \tabularnewline
45 & 0.00829820823118939 & 0.0165964164623788 & 0.991701791768811 \tabularnewline
46 & 0.00691576687548951 & 0.013831533750979 & 0.99308423312451 \tabularnewline
47 & 0.00475663845663398 & 0.00951327691326795 & 0.995243361543366 \tabularnewline
48 & 0.00325543919364168 & 0.00651087838728336 & 0.996744560806358 \tabularnewline
49 & 0.00241160582741129 & 0.00482321165482258 & 0.997588394172589 \tabularnewline
50 & 0.00431943733700893 & 0.00863887467401785 & 0.995680562662991 \tabularnewline
51 & 0.0215442019214486 & 0.0430884038428972 & 0.978455798078551 \tabularnewline
52 & 0.0180713597811703 & 0.0361427195623407 & 0.98192864021883 \tabularnewline
53 & 0.0131819504259212 & 0.0263639008518423 & 0.986818049574079 \tabularnewline
54 & 0.0228067888406283 & 0.0456135776812567 & 0.977193211159372 \tabularnewline
55 & 0.019582198017446 & 0.0391643960348919 & 0.980417801982554 \tabularnewline
56 & 0.0155562830914978 & 0.0311125661829955 & 0.984443716908502 \tabularnewline
57 & 0.0132034897051744 & 0.0264069794103488 & 0.986796510294826 \tabularnewline
58 & 0.0102504638367127 & 0.0205009276734255 & 0.989749536163287 \tabularnewline
59 & 0.00755091987854981 & 0.0151018397570996 & 0.99244908012145 \tabularnewline
60 & 0.00580214979955788 & 0.0116042995991158 & 0.994197850200442 \tabularnewline
61 & 0.00419566531629368 & 0.00839133063258735 & 0.995804334683706 \tabularnewline
62 & 0.00678020407576238 & 0.0135604081515248 & 0.993219795924238 \tabularnewline
63 & 0.014691703548317 & 0.029383407096634 & 0.985308296451683 \tabularnewline
64 & 0.0113447786449003 & 0.0226895572898007 & 0.9886552213551 \tabularnewline
65 & 0.010333443628673 & 0.020666887257346 & 0.989666556371327 \tabularnewline
66 & 0.00976150955166476 & 0.0195230191033295 & 0.990238490448335 \tabularnewline
67 & 0.00787038873139669 & 0.0157407774627934 & 0.992129611268603 \tabularnewline
68 & 0.00623868799828428 & 0.0124773759965686 & 0.993761312001716 \tabularnewline
69 & 0.00470705092478461 & 0.00941410184956922 & 0.995292949075215 \tabularnewline
70 & 0.00676697134036457 & 0.0135339426807291 & 0.993233028659635 \tabularnewline
71 & 0.00519365617972087 & 0.0103873123594417 & 0.994806343820279 \tabularnewline
72 & 0.00388917257673788 & 0.00777834515347576 & 0.996110827423262 \tabularnewline
73 & 0.00402420854294824 & 0.00804841708589647 & 0.995975791457052 \tabularnewline
74 & 0.00629394452643156 & 0.0125878890528631 & 0.993706055473568 \tabularnewline
75 & 0.00877126091130884 & 0.0175425218226177 & 0.991228739088691 \tabularnewline
76 & 0.00721892173675679 & 0.0144378434735136 & 0.992781078263243 \tabularnewline
77 & 0.00582615489375107 & 0.0116523097875021 & 0.994173845106249 \tabularnewline
78 & 0.00680275381784102 & 0.013605507635682 & 0.993197246182159 \tabularnewline
79 & 0.00634992698587423 & 0.0126998539717485 & 0.993650073014126 \tabularnewline
80 & 0.00552775827434238 & 0.0110555165486848 & 0.994472241725658 \tabularnewline
81 & 0.00417314047198738 & 0.00834628094397476 & 0.995826859528013 \tabularnewline
82 & 0.00314507345264094 & 0.00629014690528188 & 0.996854926547359 \tabularnewline
83 & 0.00236956117149445 & 0.00473912234298889 & 0.997630438828506 \tabularnewline
84 & 0.00174853157401435 & 0.00349706314802869 & 0.998251468425986 \tabularnewline
85 & 0.978200842647367 & 0.0435983147052651 & 0.0217991573526325 \tabularnewline
86 & 0.973424623178804 & 0.0531507536423924 & 0.0265753768211962 \tabularnewline
87 & 0.96759707505429 & 0.0648058498914204 & 0.0324029249457102 \tabularnewline
88 & 0.962095256897006 & 0.0758094862059878 & 0.0379047431029939 \tabularnewline
89 & 0.956352197939224 & 0.0872956041215529 & 0.0436478020607764 \tabularnewline
90 & 0.958957792356913 & 0.0820844152861738 & 0.0410422076430869 \tabularnewline
91 & 0.951166036694405 & 0.0976679266111894 & 0.0488339633055947 \tabularnewline
92 & 0.948990327631812 & 0.102019344736376 & 0.0510096723681878 \tabularnewline
93 & 0.945218763999909 & 0.109562472000181 & 0.0547812360000906 \tabularnewline
94 & 0.937889089623603 & 0.124221820752793 & 0.0621109103763966 \tabularnewline
95 & 0.928587650979537 & 0.142824698040925 & 0.0714123490204627 \tabularnewline
96 & 0.920234463383876 & 0.159531073232248 & 0.0797655366161241 \tabularnewline
97 & 0.936153369821712 & 0.127693260356576 & 0.0638466301782882 \tabularnewline
98 & 0.952870858410319 & 0.0942582831793622 & 0.0471291415896811 \tabularnewline
99 & 0.957187258127266 & 0.0856254837454673 & 0.0428127418727336 \tabularnewline
100 & 0.951312851721467 & 0.097374296557066 & 0.048687148278533 \tabularnewline
101 & 0.946227406390528 & 0.107545187218943 & 0.0537725936094715 \tabularnewline
102 & 0.940748634855899 & 0.118502730288203 & 0.0592513651441015 \tabularnewline
103 & 0.931064576015634 & 0.137870847968731 & 0.0689354239843657 \tabularnewline
104 & 0.952931418150764 & 0.0941371636984712 & 0.0470685818492356 \tabularnewline
105 & 0.961263931255327 & 0.0774721374893451 & 0.0387360687446726 \tabularnewline
106 & 0.9738539411205 & 0.0522921177590002 & 0.0261460588795001 \tabularnewline
107 & 0.976115959909705 & 0.0477680801805908 & 0.0238840400902954 \tabularnewline
108 & 0.97111813095526 & 0.0577637380894801 & 0.0288818690447401 \tabularnewline
109 & 0.967491990062118 & 0.0650160198757635 & 0.0325080099378817 \tabularnewline
110 & 0.962943469175163 & 0.0741130616496748 & 0.0370565308248374 \tabularnewline
111 & 0.961433402928173 & 0.0771331941436548 & 0.0385665970718274 \tabularnewline
112 & 0.963393056879916 & 0.0732138862401683 & 0.0366069431200842 \tabularnewline
113 & 0.956060943663255 & 0.0878781126734906 & 0.0439390563367453 \tabularnewline
114 & 0.964534338006878 & 0.0709313239862447 & 0.0354656619931224 \tabularnewline
115 & 0.965324811387905 & 0.0693503772241893 & 0.0346751886120946 \tabularnewline
116 & 0.961986192173231 & 0.0760276156535377 & 0.0380138078267689 \tabularnewline
117 & 0.95478301624208 & 0.0904339675158394 & 0.0452169837579197 \tabularnewline
118 & 0.947522130816579 & 0.104955738366842 & 0.0524778691834211 \tabularnewline
119 & 0.999928434510088 & 0.000143130979823454 & 7.15654899117272e-05 \tabularnewline
120 & 0.99990458187232 & 0.000190836255359711 & 9.54181276798557e-05 \tabularnewline
121 & 0.999875947779434 & 0.000248104441131819 & 0.00012405222056591 \tabularnewline
122 & 0.999835318557991 & 0.000329362884016977 & 0.000164681442008489 \tabularnewline
123 & 0.999804110973671 & 0.000391778052658934 & 0.000195889026329467 \tabularnewline
124 & 0.999999911139597 & 1.77720806666458e-07 & 8.88604033332291e-08 \tabularnewline
125 & 0.99999991664603 & 1.66707939718016e-07 & 8.33539698590079e-08 \tabularnewline
126 & 0.999999876995847 & 2.46008305862999e-07 & 1.230041529315e-07 \tabularnewline
127 & 0.999999839308905 & 3.21382190098605e-07 & 1.60691095049303e-07 \tabularnewline
128 & 0.999999774774658 & 4.50450684529841e-07 & 2.2522534226492e-07 \tabularnewline
129 & 0.999999696332352 & 6.07335295098377e-07 & 3.03667647549188e-07 \tabularnewline
130 & 0.99999956061894 & 8.78762119673757e-07 & 4.39381059836879e-07 \tabularnewline
131 & 0.999999356721816 & 1.28655636828307e-06 & 6.43278184141537e-07 \tabularnewline
132 & 0.99999927248322 & 1.45503355982845e-06 & 7.27516779914225e-07 \tabularnewline
133 & 0.999999019256633 & 1.96148673352157e-06 & 9.80743366760785e-07 \tabularnewline
134 & 0.999998712998785 & 2.57400242934988e-06 & 1.28700121467494e-06 \tabularnewline
135 & 0.999999449410062 & 1.10117987551046e-06 & 5.5058993775523e-07 \tabularnewline
136 & 0.999999589702812 & 8.20594375908474e-07 & 4.10297187954237e-07 \tabularnewline
137 & 0.999999403213033 & 1.19357393348075e-06 & 5.96786966740377e-07 \tabularnewline
138 & 0.999999373972869 & 1.25205426154746e-06 & 6.26027130773731e-07 \tabularnewline
139 & 0.999999623325729 & 7.53348541593027e-07 & 3.76674270796514e-07 \tabularnewline
140 & 0.99999946683449 & 1.06633102056118e-06 & 5.3316551028059e-07 \tabularnewline
141 & 0.999999205039541 & 1.58992091758255e-06 & 7.94960458791276e-07 \tabularnewline
142 & 0.999999167478988 & 1.66504202458715e-06 & 8.32521012293573e-07 \tabularnewline
143 & 0.999998734507892 & 2.5309842159664e-06 & 1.2654921079832e-06 \tabularnewline
144 & 0.999998811585163 & 2.37682967463274e-06 & 1.18841483731637e-06 \tabularnewline
145 & 0.999998705099953 & 2.58980009375314e-06 & 1.29490004687657e-06 \tabularnewline
146 & 0.999998061512305 & 3.87697539036247e-06 & 1.93848769518123e-06 \tabularnewline
147 & 0.999998948339657 & 2.10332068689618e-06 & 1.05166034344809e-06 \tabularnewline
148 & 0.999999583483797 & 8.33032405218933e-07 & 4.16516202609467e-07 \tabularnewline
149 & 0.999999416095606 & 1.16780878858001e-06 & 5.83904394290005e-07 \tabularnewline
150 & 0.999999281257577 & 1.43748484617728e-06 & 7.18742423088642e-07 \tabularnewline
151 & 0.999999102010115 & 1.79597977072082e-06 & 8.97989885360412e-07 \tabularnewline
152 & 0.999999276391825 & 1.44721635045561e-06 & 7.23608175227805e-07 \tabularnewline
153 & 0.999998929336656 & 2.14132668789349e-06 & 1.07066334394675e-06 \tabularnewline
154 & 0.999999572550349 & 8.54899302293573e-07 & 4.27449651146787e-07 \tabularnewline
155 & 0.999999378856261 & 1.24228747700896e-06 & 6.2114373850448e-07 \tabularnewline
156 & 0.999999973932928 & 5.21341431284134e-08 & 2.60670715642067e-08 \tabularnewline
157 & 0.999999957904404 & 8.41911913609392e-08 & 4.20955956804696e-08 \tabularnewline
158 & 0.999999931738119 & 1.36523761249427e-07 & 6.82618806247137e-08 \tabularnewline
159 & 0.999999901228445 & 1.97543109783902e-07 & 9.87715548919508e-08 \tabularnewline
160 & 0.999999875461559 & 2.4907688144522e-07 & 1.2453844072261e-07 \tabularnewline
161 & 0.999999802556893 & 3.9488621314868e-07 & 1.9744310657434e-07 \tabularnewline
162 & 0.999999998009488 & 3.98102306165787e-09 & 1.99051153082894e-09 \tabularnewline
163 & 0.999999996951462 & 6.09707646715513e-09 & 3.04853823357757e-09 \tabularnewline
164 & 0.999999998014666 & 3.97066731353787e-09 & 1.98533365676893e-09 \tabularnewline
165 & 0.999999997540928 & 4.91814399276968e-09 & 2.45907199638484e-09 \tabularnewline
166 & 0.999999997659419 & 4.68116133994393e-09 & 2.34058066997196e-09 \tabularnewline
167 & 0.99999999799488 & 4.01023958254643e-09 & 2.00511979127322e-09 \tabularnewline
168 & 0.999999997702729 & 4.59454135488216e-09 & 2.29727067744108e-09 \tabularnewline
169 & 0.99999999706179 & 5.87642093866312e-09 & 2.93821046933156e-09 \tabularnewline
170 & 0.999999999377649 & 1.24470142946287e-09 & 6.22350714731437e-10 \tabularnewline
171 & 0.999999999156088 & 1.68782477167915e-09 & 8.43912385839575e-10 \tabularnewline
172 & 0.999999998569211 & 2.86157902206393e-09 & 1.43078951103197e-09 \tabularnewline
173 & 0.999999997535334 & 4.92933157426769e-09 & 2.46466578713384e-09 \tabularnewline
174 & 0.999999998625196 & 2.74960820504887e-09 & 1.37480410252443e-09 \tabularnewline
175 & 0.99999999984348 & 3.13040129675393e-10 & 1.56520064837697e-10 \tabularnewline
176 & 0.999999999751796 & 4.96407919863099e-10 & 2.48203959931549e-10 \tabularnewline
177 & 0.999999999977852 & 4.42961579196668e-11 & 2.21480789598334e-11 \tabularnewline
178 & 0.999999999958824 & 8.23514443618291e-11 & 4.11757221809146e-11 \tabularnewline
179 & 0.999999999992088 & 1.58249446146442e-11 & 7.91247230732209e-12 \tabularnewline
180 & 0.999999999987958 & 2.40843373730135e-11 & 1.20421686865068e-11 \tabularnewline
181 & 0.99999999997926 & 4.14790235956326e-11 & 2.07395117978163e-11 \tabularnewline
182 & 0.999999999991129 & 1.77412809682686e-11 & 8.87064048413431e-12 \tabularnewline
183 & 0.999999999982869 & 3.42628362921815e-11 & 1.71314181460908e-11 \tabularnewline
184 & 0.999999999970795 & 5.84096269885334e-11 & 2.92048134942667e-11 \tabularnewline
185 & 0.999999999994493 & 1.10131672992983e-11 & 5.50658364964913e-12 \tabularnewline
186 & 0.99999999998987 & 2.0259302616477e-11 & 1.01296513082385e-11 \tabularnewline
187 & 0.999999999986859 & 2.62818484295829e-11 & 1.31409242147914e-11 \tabularnewline
188 & 0.999999999983196 & 3.36083925519769e-11 & 1.68041962759885e-11 \tabularnewline
189 & 0.999999999975209 & 4.95821831589318e-11 & 2.47910915794659e-11 \tabularnewline
190 & 0.999999999966287 & 6.74255032667512e-11 & 3.37127516333756e-11 \tabularnewline
191 & 0.999999999937446 & 1.25107125148557e-10 & 6.25535625742784e-11 \tabularnewline
192 & 0.999999999881377 & 2.37246021025944e-10 & 1.18623010512972e-10 \tabularnewline
193 & 0.999999999809694 & 3.80612864972096e-10 & 1.90306432486048e-10 \tabularnewline
194 & 0.999999999653133 & 6.93733302859819e-10 & 3.46866651429909e-10 \tabularnewline
195 & 0.999999999343221 & 1.31355788367327e-09 & 6.56778941836635e-10 \tabularnewline
196 & 0.99999999912261 & 1.75477961202497e-09 & 8.77389806012484e-10 \tabularnewline
197 & 0.999999998433262 & 3.13347537625957e-09 & 1.56673768812978e-09 \tabularnewline
198 & 0.999999999843897 & 3.12205761931961e-10 & 1.5610288096598e-10 \tabularnewline
199 & 0.99999999987631 & 2.47380509835023e-10 & 1.23690254917511e-10 \tabularnewline
200 & 0.99999999985637 & 2.87260972715906e-10 & 1.43630486357953e-10 \tabularnewline
201 & 0.999999999751108 & 4.97783057918126e-10 & 2.48891528959063e-10 \tabularnewline
202 & 0.99999999973743 & 5.25139437405184e-10 & 2.62569718702592e-10 \tabularnewline
203 & 0.999999999492774 & 1.01445131820526e-09 & 5.07225659102631e-10 \tabularnewline
204 & 0.999999999185352 & 1.62929589988809e-09 & 8.14647949944047e-10 \tabularnewline
205 & 0.999999998596959 & 2.80608133552928e-09 & 1.40304066776464e-09 \tabularnewline
206 & 0.99999999739145 & 5.21709996752506e-09 & 2.60854998376253e-09 \tabularnewline
207 & 0.999999995336785 & 9.32643088462096e-09 & 4.66321544231048e-09 \tabularnewline
208 & 0.999999991199809 & 1.76003811604249e-08 & 8.80019058021244e-09 \tabularnewline
209 & 0.999999985343392 & 2.93132153749986e-08 & 1.46566076874993e-08 \tabularnewline
210 & 0.999999987116473 & 2.57670541237205e-08 & 1.28835270618603e-08 \tabularnewline
211 & 0.999999982702831 & 3.45943386583315e-08 & 1.72971693291658e-08 \tabularnewline
212 & 0.999999967764704 & 6.44705911833049e-08 & 3.22352955916525e-08 \tabularnewline
213 & 0.999999940311668 & 1.19376664695083e-07 & 5.96883323475415e-08 \tabularnewline
214 & 0.999999895095461 & 2.09809077936178e-07 & 1.04904538968089e-07 \tabularnewline
215 & 0.999999880173964 & 2.39652072867532e-07 & 1.19826036433766e-07 \tabularnewline
216 & 0.999999865801588 & 2.68396824368603e-07 & 1.34198412184301e-07 \tabularnewline
217 & 0.999999761921821 & 4.76156357728992e-07 & 2.38078178864496e-07 \tabularnewline
218 & 0.999999725555173 & 5.48889654739034e-07 & 2.74444827369517e-07 \tabularnewline
219 & 0.999999629720138 & 7.40559723779237e-07 & 3.70279861889618e-07 \tabularnewline
220 & 0.999999422163663 & 1.15567267482372e-06 & 5.77836337411859e-07 \tabularnewline
221 & 0.999999000184502 & 1.99963099551612e-06 & 9.99815497758058e-07 \tabularnewline
222 & 0.999998467471231 & 3.06505753872601e-06 & 1.532528769363e-06 \tabularnewline
223 & 0.99999798030011 & 4.03939978019043e-06 & 2.01969989009522e-06 \tabularnewline
224 & 0.999996456473565 & 7.0870528704232e-06 & 3.5435264352116e-06 \tabularnewline
225 & 0.999995767294877 & 8.46541024639583e-06 & 4.23270512319791e-06 \tabularnewline
226 & 0.999996677101735 & 6.64579652901047e-06 & 3.32289826450523e-06 \tabularnewline
227 & 0.999995388559163 & 9.22288167412519e-06 & 4.61144083706259e-06 \tabularnewline
228 & 0.999992260097366 & 1.54798052677302e-05 & 7.73990263386508e-06 \tabularnewline
229 & 0.999990520596085 & 1.89588078291943e-05 & 9.47940391459716e-06 \tabularnewline
230 & 0.999998999428899 & 2.00114220120964e-06 & 1.00057110060482e-06 \tabularnewline
231 & 0.999998683692788 & 2.63261442407452e-06 & 1.31630721203726e-06 \tabularnewline
232 & 0.99999755266872 & 4.89466255990367e-06 & 2.44733127995184e-06 \tabularnewline
233 & 0.999996516665584 & 6.96666883145548e-06 & 3.48333441572774e-06 \tabularnewline
234 & 0.999993652316821 & 1.26953663582564e-05 & 6.34768317912821e-06 \tabularnewline
235 & 0.999989180246827 & 2.16395063458681e-05 & 1.08197531729341e-05 \tabularnewline
236 & 0.999980911989161 & 3.81760216776045e-05 & 1.90880108388023e-05 \tabularnewline
237 & 0.999966310948586 & 6.73781028279105e-05 & 3.36890514139553e-05 \tabularnewline
238 & 0.999968836665992 & 6.23266680157371e-05 & 3.11633340078685e-05 \tabularnewline
239 & 0.999952053782497 & 9.58924350055201e-05 & 4.794621750276e-05 \tabularnewline
240 & 0.999928694710654 & 0.000142610578691676 & 7.13052893458378e-05 \tabularnewline
241 & 0.999890713397858 & 0.000218573204284662 & 0.000109286602142331 \tabularnewline
242 & 0.999830921768083 & 0.000338156463834337 & 0.000169078231917169 \tabularnewline
243 & 0.999808223895858 & 0.000383552208284934 & 0.000191776104142467 \tabularnewline
244 & 0.999692817285885 & 0.000614365428230249 & 0.000307182714115124 \tabularnewline
245 & 0.999482174535107 & 0.0010356509297854 & 0.000517825464892698 \tabularnewline
246 & 0.999304606412448 & 0.00139078717510306 & 0.000695393587551532 \tabularnewline
247 & 0.999013759642332 & 0.00197248071533574 & 0.000986240357667872 \tabularnewline
248 & 0.998387188108629 & 0.00322562378274144 & 0.00161281189137072 \tabularnewline
249 & 0.997811581581422 & 0.00437683683715574 & 0.00218841841857787 \tabularnewline
250 & 0.999144048929155 & 0.00171190214169097 & 0.000855951070845484 \tabularnewline
251 & 0.998568057547069 & 0.00286388490586184 & 0.00143194245293092 \tabularnewline
252 & 0.997739713938786 & 0.00452057212242882 & 0.00226028606121441 \tabularnewline
253 & 0.996358273088098 & 0.00728345382380341 & 0.00364172691190171 \tabularnewline
254 & 0.994129413895161 & 0.0117411722096786 & 0.00587058610483932 \tabularnewline
255 & 0.992856107411234 & 0.0142877851775322 & 0.00714389258876609 \tabularnewline
256 & 0.989780083670379 & 0.0204398326592422 & 0.0102199163296211 \tabularnewline
257 & 0.986473726285799 & 0.0270525474284026 & 0.0135262737142013 \tabularnewline
258 & 0.979766521728824 & 0.0404669565423516 & 0.0202334782711758 \tabularnewline
259 & 0.974534305470572 & 0.0509313890588558 & 0.0254656945294279 \tabularnewline
260 & 0.965133331661138 & 0.0697333366777242 & 0.0348666683388621 \tabularnewline
261 & 0.967235260453044 & 0.0655294790939112 & 0.0327647395469556 \tabularnewline
262 & 0.950804341910001 & 0.0983913161799987 & 0.0491956580899993 \tabularnewline
263 & 0.941933260982903 & 0.116133478034193 & 0.0580667390170967 \tabularnewline
264 & 0.915618748813637 & 0.168762502372725 & 0.0843812511863625 \tabularnewline
265 & 0.888690902683071 & 0.222618194633858 & 0.111309097316929 \tabularnewline
266 & 0.844006962954868 & 0.311986074090264 & 0.155993037045132 \tabularnewline
267 & 0.816470330470434 & 0.367059339059132 & 0.183529669529566 \tabularnewline
268 & 0.810857297729799 & 0.378285404540401 & 0.189142702270201 \tabularnewline
269 & 0.754453279659081 & 0.491093440681839 & 0.245546720340919 \tabularnewline
270 & 0.682422742618163 & 0.635154514763673 & 0.317577257381837 \tabularnewline
271 & 0.765388242189184 & 0.469223515621632 & 0.234611757810816 \tabularnewline
272 & 0.676564393602041 & 0.646871212795918 & 0.323435606397959 \tabularnewline
273 & 0.655566809704767 & 0.688866380590466 & 0.344433190295233 \tabularnewline
274 & 0.914071325155543 & 0.171857349688915 & 0.0859286748444573 \tabularnewline
275 & 0.944295850126273 & 0.111408299747454 & 0.0557041498737272 \tabularnewline
276 & 0.890838546771427 & 0.218322906457146 & 0.109161453228573 \tabularnewline
277 & 0.905851460034367 & 0.188297079931265 & 0.0941485399656325 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=156535&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]12[/C][C]0.307162737710087[/C][C]0.614325475420173[/C][C]0.692837262289913[/C][/ROW]
[ROW][C]13[/C][C]0.168059014093459[/C][C]0.336118028186919[/C][C]0.831940985906541[/C][/ROW]
[ROW][C]14[/C][C]0.0838351787540781[/C][C]0.167670357508156[/C][C]0.916164821245922[/C][/ROW]
[ROW][C]15[/C][C]0.0434149713496709[/C][C]0.0868299426993418[/C][C]0.956585028650329[/C][/ROW]
[ROW][C]16[/C][C]0.0224735714752952[/C][C]0.0449471429505903[/C][C]0.977526428524705[/C][/ROW]
[ROW][C]17[/C][C]0.0233934705216235[/C][C]0.0467869410432469[/C][C]0.976606529478377[/C][/ROW]
[ROW][C]18[/C][C]0.0373874586182574[/C][C]0.0747749172365148[/C][C]0.962612541381743[/C][/ROW]
[ROW][C]19[/C][C]0.0509889296017851[/C][C]0.10197785920357[/C][C]0.949011070398215[/C][/ROW]
[ROW][C]20[/C][C]0.0675983006949234[/C][C]0.135196601389847[/C][C]0.932401699305077[/C][/ROW]
[ROW][C]21[/C][C]0.10184023268223[/C][C]0.20368046536446[/C][C]0.89815976731777[/C][/ROW]
[ROW][C]22[/C][C]0.0719252485536008[/C][C]0.143850497107202[/C][C]0.928074751446399[/C][/ROW]
[ROW][C]23[/C][C]0.0492934097329[/C][C]0.0985868194658001[/C][C]0.9507065902671[/C][/ROW]
[ROW][C]24[/C][C]0.0414867556876724[/C][C]0.0829735113753447[/C][C]0.958513244312328[/C][/ROW]
[ROW][C]25[/C][C]0.0374234275957431[/C][C]0.0748468551914862[/C][C]0.962576572404257[/C][/ROW]
[ROW][C]26[/C][C]0.0560352855124352[/C][C]0.11207057102487[/C][C]0.943964714487565[/C][/ROW]
[ROW][C]27[/C][C]0.0382384671180872[/C][C]0.0764769342361744[/C][C]0.961761532881913[/C][/ROW]
[ROW][C]28[/C][C]0.0257802858181082[/C][C]0.0515605716362165[/C][C]0.974219714181892[/C][/ROW]
[ROW][C]29[/C][C]0.0200412842785237[/C][C]0.0400825685570474[/C][C]0.979958715721476[/C][/ROW]
[ROW][C]30[/C][C]0.0147194135434067[/C][C]0.0294388270868133[/C][C]0.985280586456593[/C][/ROW]
[ROW][C]31[/C][C]0.0120136625995037[/C][C]0.0240273251990074[/C][C]0.987986337400496[/C][/ROW]
[ROW][C]32[/C][C]0.00778576659785089[/C][C]0.0155715331957018[/C][C]0.992214233402149[/C][/ROW]
[ROW][C]33[/C][C]0.00537067822529468[/C][C]0.0107413564505894[/C][C]0.994629321774705[/C][/ROW]
[ROW][C]34[/C][C]0.00344568408905319[/C][C]0.00689136817810639[/C][C]0.996554315910947[/C][/ROW]
[ROW][C]35[/C][C]0.0091511724193997[/C][C]0.0183023448387994[/C][C]0.9908488275806[/C][/ROW]
[ROW][C]36[/C][C]0.0132863458716699[/C][C]0.0265726917433398[/C][C]0.98671365412833[/C][/ROW]
[ROW][C]37[/C][C]0.00893715709973556[/C][C]0.0178743141994711[/C][C]0.991062842900264[/C][/ROW]
[ROW][C]38[/C][C]0.0083076890529553[/C][C]0.0166153781059106[/C][C]0.991692310947045[/C][/ROW]
[ROW][C]39[/C][C]0.00582822204811517[/C][C]0.0116564440962303[/C][C]0.994171777951885[/C][/ROW]
[ROW][C]40[/C][C]0.00405721936043301[/C][C]0.00811443872086601[/C][C]0.995942780639567[/C][/ROW]
[ROW][C]41[/C][C]0.00379883122038903[/C][C]0.00759766244077806[/C][C]0.996201168779611[/C][/ROW]
[ROW][C]42[/C][C]0.00537791792531599[/C][C]0.010755835850632[/C][C]0.994622082074684[/C][/ROW]
[ROW][C]43[/C][C]0.00353866389734202[/C][C]0.00707732779468404[/C][C]0.996461336102658[/C][/ROW]
[ROW][C]44[/C][C]0.00273675535787459[/C][C]0.00547351071574917[/C][C]0.997263244642125[/C][/ROW]
[ROW][C]45[/C][C]0.00829820823118939[/C][C]0.0165964164623788[/C][C]0.991701791768811[/C][/ROW]
[ROW][C]46[/C][C]0.00691576687548951[/C][C]0.013831533750979[/C][C]0.99308423312451[/C][/ROW]
[ROW][C]47[/C][C]0.00475663845663398[/C][C]0.00951327691326795[/C][C]0.995243361543366[/C][/ROW]
[ROW][C]48[/C][C]0.00325543919364168[/C][C]0.00651087838728336[/C][C]0.996744560806358[/C][/ROW]
[ROW][C]49[/C][C]0.00241160582741129[/C][C]0.00482321165482258[/C][C]0.997588394172589[/C][/ROW]
[ROW][C]50[/C][C]0.00431943733700893[/C][C]0.00863887467401785[/C][C]0.995680562662991[/C][/ROW]
[ROW][C]51[/C][C]0.0215442019214486[/C][C]0.0430884038428972[/C][C]0.978455798078551[/C][/ROW]
[ROW][C]52[/C][C]0.0180713597811703[/C][C]0.0361427195623407[/C][C]0.98192864021883[/C][/ROW]
[ROW][C]53[/C][C]0.0131819504259212[/C][C]0.0263639008518423[/C][C]0.986818049574079[/C][/ROW]
[ROW][C]54[/C][C]0.0228067888406283[/C][C]0.0456135776812567[/C][C]0.977193211159372[/C][/ROW]
[ROW][C]55[/C][C]0.019582198017446[/C][C]0.0391643960348919[/C][C]0.980417801982554[/C][/ROW]
[ROW][C]56[/C][C]0.0155562830914978[/C][C]0.0311125661829955[/C][C]0.984443716908502[/C][/ROW]
[ROW][C]57[/C][C]0.0132034897051744[/C][C]0.0264069794103488[/C][C]0.986796510294826[/C][/ROW]
[ROW][C]58[/C][C]0.0102504638367127[/C][C]0.0205009276734255[/C][C]0.989749536163287[/C][/ROW]
[ROW][C]59[/C][C]0.00755091987854981[/C][C]0.0151018397570996[/C][C]0.99244908012145[/C][/ROW]
[ROW][C]60[/C][C]0.00580214979955788[/C][C]0.0116042995991158[/C][C]0.994197850200442[/C][/ROW]
[ROW][C]61[/C][C]0.00419566531629368[/C][C]0.00839133063258735[/C][C]0.995804334683706[/C][/ROW]
[ROW][C]62[/C][C]0.00678020407576238[/C][C]0.0135604081515248[/C][C]0.993219795924238[/C][/ROW]
[ROW][C]63[/C][C]0.014691703548317[/C][C]0.029383407096634[/C][C]0.985308296451683[/C][/ROW]
[ROW][C]64[/C][C]0.0113447786449003[/C][C]0.0226895572898007[/C][C]0.9886552213551[/C][/ROW]
[ROW][C]65[/C][C]0.010333443628673[/C][C]0.020666887257346[/C][C]0.989666556371327[/C][/ROW]
[ROW][C]66[/C][C]0.00976150955166476[/C][C]0.0195230191033295[/C][C]0.990238490448335[/C][/ROW]
[ROW][C]67[/C][C]0.00787038873139669[/C][C]0.0157407774627934[/C][C]0.992129611268603[/C][/ROW]
[ROW][C]68[/C][C]0.00623868799828428[/C][C]0.0124773759965686[/C][C]0.993761312001716[/C][/ROW]
[ROW][C]69[/C][C]0.00470705092478461[/C][C]0.00941410184956922[/C][C]0.995292949075215[/C][/ROW]
[ROW][C]70[/C][C]0.00676697134036457[/C][C]0.0135339426807291[/C][C]0.993233028659635[/C][/ROW]
[ROW][C]71[/C][C]0.00519365617972087[/C][C]0.0103873123594417[/C][C]0.994806343820279[/C][/ROW]
[ROW][C]72[/C][C]0.00388917257673788[/C][C]0.00777834515347576[/C][C]0.996110827423262[/C][/ROW]
[ROW][C]73[/C][C]0.00402420854294824[/C][C]0.00804841708589647[/C][C]0.995975791457052[/C][/ROW]
[ROW][C]74[/C][C]0.00629394452643156[/C][C]0.0125878890528631[/C][C]0.993706055473568[/C][/ROW]
[ROW][C]75[/C][C]0.00877126091130884[/C][C]0.0175425218226177[/C][C]0.991228739088691[/C][/ROW]
[ROW][C]76[/C][C]0.00721892173675679[/C][C]0.0144378434735136[/C][C]0.992781078263243[/C][/ROW]
[ROW][C]77[/C][C]0.00582615489375107[/C][C]0.0116523097875021[/C][C]0.994173845106249[/C][/ROW]
[ROW][C]78[/C][C]0.00680275381784102[/C][C]0.013605507635682[/C][C]0.993197246182159[/C][/ROW]
[ROW][C]79[/C][C]0.00634992698587423[/C][C]0.0126998539717485[/C][C]0.993650073014126[/C][/ROW]
[ROW][C]80[/C][C]0.00552775827434238[/C][C]0.0110555165486848[/C][C]0.994472241725658[/C][/ROW]
[ROW][C]81[/C][C]0.00417314047198738[/C][C]0.00834628094397476[/C][C]0.995826859528013[/C][/ROW]
[ROW][C]82[/C][C]0.00314507345264094[/C][C]0.00629014690528188[/C][C]0.996854926547359[/C][/ROW]
[ROW][C]83[/C][C]0.00236956117149445[/C][C]0.00473912234298889[/C][C]0.997630438828506[/C][/ROW]
[ROW][C]84[/C][C]0.00174853157401435[/C][C]0.00349706314802869[/C][C]0.998251468425986[/C][/ROW]
[ROW][C]85[/C][C]0.978200842647367[/C][C]0.0435983147052651[/C][C]0.0217991573526325[/C][/ROW]
[ROW][C]86[/C][C]0.973424623178804[/C][C]0.0531507536423924[/C][C]0.0265753768211962[/C][/ROW]
[ROW][C]87[/C][C]0.96759707505429[/C][C]0.0648058498914204[/C][C]0.0324029249457102[/C][/ROW]
[ROW][C]88[/C][C]0.962095256897006[/C][C]0.0758094862059878[/C][C]0.0379047431029939[/C][/ROW]
[ROW][C]89[/C][C]0.956352197939224[/C][C]0.0872956041215529[/C][C]0.0436478020607764[/C][/ROW]
[ROW][C]90[/C][C]0.958957792356913[/C][C]0.0820844152861738[/C][C]0.0410422076430869[/C][/ROW]
[ROW][C]91[/C][C]0.951166036694405[/C][C]0.0976679266111894[/C][C]0.0488339633055947[/C][/ROW]
[ROW][C]92[/C][C]0.948990327631812[/C][C]0.102019344736376[/C][C]0.0510096723681878[/C][/ROW]
[ROW][C]93[/C][C]0.945218763999909[/C][C]0.109562472000181[/C][C]0.0547812360000906[/C][/ROW]
[ROW][C]94[/C][C]0.937889089623603[/C][C]0.124221820752793[/C][C]0.0621109103763966[/C][/ROW]
[ROW][C]95[/C][C]0.928587650979537[/C][C]0.142824698040925[/C][C]0.0714123490204627[/C][/ROW]
[ROW][C]96[/C][C]0.920234463383876[/C][C]0.159531073232248[/C][C]0.0797655366161241[/C][/ROW]
[ROW][C]97[/C][C]0.936153369821712[/C][C]0.127693260356576[/C][C]0.0638466301782882[/C][/ROW]
[ROW][C]98[/C][C]0.952870858410319[/C][C]0.0942582831793622[/C][C]0.0471291415896811[/C][/ROW]
[ROW][C]99[/C][C]0.957187258127266[/C][C]0.0856254837454673[/C][C]0.0428127418727336[/C][/ROW]
[ROW][C]100[/C][C]0.951312851721467[/C][C]0.097374296557066[/C][C]0.048687148278533[/C][/ROW]
[ROW][C]101[/C][C]0.946227406390528[/C][C]0.107545187218943[/C][C]0.0537725936094715[/C][/ROW]
[ROW][C]102[/C][C]0.940748634855899[/C][C]0.118502730288203[/C][C]0.0592513651441015[/C][/ROW]
[ROW][C]103[/C][C]0.931064576015634[/C][C]0.137870847968731[/C][C]0.0689354239843657[/C][/ROW]
[ROW][C]104[/C][C]0.952931418150764[/C][C]0.0941371636984712[/C][C]0.0470685818492356[/C][/ROW]
[ROW][C]105[/C][C]0.961263931255327[/C][C]0.0774721374893451[/C][C]0.0387360687446726[/C][/ROW]
[ROW][C]106[/C][C]0.9738539411205[/C][C]0.0522921177590002[/C][C]0.0261460588795001[/C][/ROW]
[ROW][C]107[/C][C]0.976115959909705[/C][C]0.0477680801805908[/C][C]0.0238840400902954[/C][/ROW]
[ROW][C]108[/C][C]0.97111813095526[/C][C]0.0577637380894801[/C][C]0.0288818690447401[/C][/ROW]
[ROW][C]109[/C][C]0.967491990062118[/C][C]0.0650160198757635[/C][C]0.0325080099378817[/C][/ROW]
[ROW][C]110[/C][C]0.962943469175163[/C][C]0.0741130616496748[/C][C]0.0370565308248374[/C][/ROW]
[ROW][C]111[/C][C]0.961433402928173[/C][C]0.0771331941436548[/C][C]0.0385665970718274[/C][/ROW]
[ROW][C]112[/C][C]0.963393056879916[/C][C]0.0732138862401683[/C][C]0.0366069431200842[/C][/ROW]
[ROW][C]113[/C][C]0.956060943663255[/C][C]0.0878781126734906[/C][C]0.0439390563367453[/C][/ROW]
[ROW][C]114[/C][C]0.964534338006878[/C][C]0.0709313239862447[/C][C]0.0354656619931224[/C][/ROW]
[ROW][C]115[/C][C]0.965324811387905[/C][C]0.0693503772241893[/C][C]0.0346751886120946[/C][/ROW]
[ROW][C]116[/C][C]0.961986192173231[/C][C]0.0760276156535377[/C][C]0.0380138078267689[/C][/ROW]
[ROW][C]117[/C][C]0.95478301624208[/C][C]0.0904339675158394[/C][C]0.0452169837579197[/C][/ROW]
[ROW][C]118[/C][C]0.947522130816579[/C][C]0.104955738366842[/C][C]0.0524778691834211[/C][/ROW]
[ROW][C]119[/C][C]0.999928434510088[/C][C]0.000143130979823454[/C][C]7.15654899117272e-05[/C][/ROW]
[ROW][C]120[/C][C]0.99990458187232[/C][C]0.000190836255359711[/C][C]9.54181276798557e-05[/C][/ROW]
[ROW][C]121[/C][C]0.999875947779434[/C][C]0.000248104441131819[/C][C]0.00012405222056591[/C][/ROW]
[ROW][C]122[/C][C]0.999835318557991[/C][C]0.000329362884016977[/C][C]0.000164681442008489[/C][/ROW]
[ROW][C]123[/C][C]0.999804110973671[/C][C]0.000391778052658934[/C][C]0.000195889026329467[/C][/ROW]
[ROW][C]124[/C][C]0.999999911139597[/C][C]1.77720806666458e-07[/C][C]8.88604033332291e-08[/C][/ROW]
[ROW][C]125[/C][C]0.99999991664603[/C][C]1.66707939718016e-07[/C][C]8.33539698590079e-08[/C][/ROW]
[ROW][C]126[/C][C]0.999999876995847[/C][C]2.46008305862999e-07[/C][C]1.230041529315e-07[/C][/ROW]
[ROW][C]127[/C][C]0.999999839308905[/C][C]3.21382190098605e-07[/C][C]1.60691095049303e-07[/C][/ROW]
[ROW][C]128[/C][C]0.999999774774658[/C][C]4.50450684529841e-07[/C][C]2.2522534226492e-07[/C][/ROW]
[ROW][C]129[/C][C]0.999999696332352[/C][C]6.07335295098377e-07[/C][C]3.03667647549188e-07[/C][/ROW]
[ROW][C]130[/C][C]0.99999956061894[/C][C]8.78762119673757e-07[/C][C]4.39381059836879e-07[/C][/ROW]
[ROW][C]131[/C][C]0.999999356721816[/C][C]1.28655636828307e-06[/C][C]6.43278184141537e-07[/C][/ROW]
[ROW][C]132[/C][C]0.99999927248322[/C][C]1.45503355982845e-06[/C][C]7.27516779914225e-07[/C][/ROW]
[ROW][C]133[/C][C]0.999999019256633[/C][C]1.96148673352157e-06[/C][C]9.80743366760785e-07[/C][/ROW]
[ROW][C]134[/C][C]0.999998712998785[/C][C]2.57400242934988e-06[/C][C]1.28700121467494e-06[/C][/ROW]
[ROW][C]135[/C][C]0.999999449410062[/C][C]1.10117987551046e-06[/C][C]5.5058993775523e-07[/C][/ROW]
[ROW][C]136[/C][C]0.999999589702812[/C][C]8.20594375908474e-07[/C][C]4.10297187954237e-07[/C][/ROW]
[ROW][C]137[/C][C]0.999999403213033[/C][C]1.19357393348075e-06[/C][C]5.96786966740377e-07[/C][/ROW]
[ROW][C]138[/C][C]0.999999373972869[/C][C]1.25205426154746e-06[/C][C]6.26027130773731e-07[/C][/ROW]
[ROW][C]139[/C][C]0.999999623325729[/C][C]7.53348541593027e-07[/C][C]3.76674270796514e-07[/C][/ROW]
[ROW][C]140[/C][C]0.99999946683449[/C][C]1.06633102056118e-06[/C][C]5.3316551028059e-07[/C][/ROW]
[ROW][C]141[/C][C]0.999999205039541[/C][C]1.58992091758255e-06[/C][C]7.94960458791276e-07[/C][/ROW]
[ROW][C]142[/C][C]0.999999167478988[/C][C]1.66504202458715e-06[/C][C]8.32521012293573e-07[/C][/ROW]
[ROW][C]143[/C][C]0.999998734507892[/C][C]2.5309842159664e-06[/C][C]1.2654921079832e-06[/C][/ROW]
[ROW][C]144[/C][C]0.999998811585163[/C][C]2.37682967463274e-06[/C][C]1.18841483731637e-06[/C][/ROW]
[ROW][C]145[/C][C]0.999998705099953[/C][C]2.58980009375314e-06[/C][C]1.29490004687657e-06[/C][/ROW]
[ROW][C]146[/C][C]0.999998061512305[/C][C]3.87697539036247e-06[/C][C]1.93848769518123e-06[/C][/ROW]
[ROW][C]147[/C][C]0.999998948339657[/C][C]2.10332068689618e-06[/C][C]1.05166034344809e-06[/C][/ROW]
[ROW][C]148[/C][C]0.999999583483797[/C][C]8.33032405218933e-07[/C][C]4.16516202609467e-07[/C][/ROW]
[ROW][C]149[/C][C]0.999999416095606[/C][C]1.16780878858001e-06[/C][C]5.83904394290005e-07[/C][/ROW]
[ROW][C]150[/C][C]0.999999281257577[/C][C]1.43748484617728e-06[/C][C]7.18742423088642e-07[/C][/ROW]
[ROW][C]151[/C][C]0.999999102010115[/C][C]1.79597977072082e-06[/C][C]8.97989885360412e-07[/C][/ROW]
[ROW][C]152[/C][C]0.999999276391825[/C][C]1.44721635045561e-06[/C][C]7.23608175227805e-07[/C][/ROW]
[ROW][C]153[/C][C]0.999998929336656[/C][C]2.14132668789349e-06[/C][C]1.07066334394675e-06[/C][/ROW]
[ROW][C]154[/C][C]0.999999572550349[/C][C]8.54899302293573e-07[/C][C]4.27449651146787e-07[/C][/ROW]
[ROW][C]155[/C][C]0.999999378856261[/C][C]1.24228747700896e-06[/C][C]6.2114373850448e-07[/C][/ROW]
[ROW][C]156[/C][C]0.999999973932928[/C][C]5.21341431284134e-08[/C][C]2.60670715642067e-08[/C][/ROW]
[ROW][C]157[/C][C]0.999999957904404[/C][C]8.41911913609392e-08[/C][C]4.20955956804696e-08[/C][/ROW]
[ROW][C]158[/C][C]0.999999931738119[/C][C]1.36523761249427e-07[/C][C]6.82618806247137e-08[/C][/ROW]
[ROW][C]159[/C][C]0.999999901228445[/C][C]1.97543109783902e-07[/C][C]9.87715548919508e-08[/C][/ROW]
[ROW][C]160[/C][C]0.999999875461559[/C][C]2.4907688144522e-07[/C][C]1.2453844072261e-07[/C][/ROW]
[ROW][C]161[/C][C]0.999999802556893[/C][C]3.9488621314868e-07[/C][C]1.9744310657434e-07[/C][/ROW]
[ROW][C]162[/C][C]0.999999998009488[/C][C]3.98102306165787e-09[/C][C]1.99051153082894e-09[/C][/ROW]
[ROW][C]163[/C][C]0.999999996951462[/C][C]6.09707646715513e-09[/C][C]3.04853823357757e-09[/C][/ROW]
[ROW][C]164[/C][C]0.999999998014666[/C][C]3.97066731353787e-09[/C][C]1.98533365676893e-09[/C][/ROW]
[ROW][C]165[/C][C]0.999999997540928[/C][C]4.91814399276968e-09[/C][C]2.45907199638484e-09[/C][/ROW]
[ROW][C]166[/C][C]0.999999997659419[/C][C]4.68116133994393e-09[/C][C]2.34058066997196e-09[/C][/ROW]
[ROW][C]167[/C][C]0.99999999799488[/C][C]4.01023958254643e-09[/C][C]2.00511979127322e-09[/C][/ROW]
[ROW][C]168[/C][C]0.999999997702729[/C][C]4.59454135488216e-09[/C][C]2.29727067744108e-09[/C][/ROW]
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[ROW][C]170[/C][C]0.999999999377649[/C][C]1.24470142946287e-09[/C][C]6.22350714731437e-10[/C][/ROW]
[ROW][C]171[/C][C]0.999999999156088[/C][C]1.68782477167915e-09[/C][C]8.43912385839575e-10[/C][/ROW]
[ROW][C]172[/C][C]0.999999998569211[/C][C]2.86157902206393e-09[/C][C]1.43078951103197e-09[/C][/ROW]
[ROW][C]173[/C][C]0.999999997535334[/C][C]4.92933157426769e-09[/C][C]2.46466578713384e-09[/C][/ROW]
[ROW][C]174[/C][C]0.999999998625196[/C][C]2.74960820504887e-09[/C][C]1.37480410252443e-09[/C][/ROW]
[ROW][C]175[/C][C]0.99999999984348[/C][C]3.13040129675393e-10[/C][C]1.56520064837697e-10[/C][/ROW]
[ROW][C]176[/C][C]0.999999999751796[/C][C]4.96407919863099e-10[/C][C]2.48203959931549e-10[/C][/ROW]
[ROW][C]177[/C][C]0.999999999977852[/C][C]4.42961579196668e-11[/C][C]2.21480789598334e-11[/C][/ROW]
[ROW][C]178[/C][C]0.999999999958824[/C][C]8.23514443618291e-11[/C][C]4.11757221809146e-11[/C][/ROW]
[ROW][C]179[/C][C]0.999999999992088[/C][C]1.58249446146442e-11[/C][C]7.91247230732209e-12[/C][/ROW]
[ROW][C]180[/C][C]0.999999999987958[/C][C]2.40843373730135e-11[/C][C]1.20421686865068e-11[/C][/ROW]
[ROW][C]181[/C][C]0.99999999997926[/C][C]4.14790235956326e-11[/C][C]2.07395117978163e-11[/C][/ROW]
[ROW][C]182[/C][C]0.999999999991129[/C][C]1.77412809682686e-11[/C][C]8.87064048413431e-12[/C][/ROW]
[ROW][C]183[/C][C]0.999999999982869[/C][C]3.42628362921815e-11[/C][C]1.71314181460908e-11[/C][/ROW]
[ROW][C]184[/C][C]0.999999999970795[/C][C]5.84096269885334e-11[/C][C]2.92048134942667e-11[/C][/ROW]
[ROW][C]185[/C][C]0.999999999994493[/C][C]1.10131672992983e-11[/C][C]5.50658364964913e-12[/C][/ROW]
[ROW][C]186[/C][C]0.99999999998987[/C][C]2.0259302616477e-11[/C][C]1.01296513082385e-11[/C][/ROW]
[ROW][C]187[/C][C]0.999999999986859[/C][C]2.62818484295829e-11[/C][C]1.31409242147914e-11[/C][/ROW]
[ROW][C]188[/C][C]0.999999999983196[/C][C]3.36083925519769e-11[/C][C]1.68041962759885e-11[/C][/ROW]
[ROW][C]189[/C][C]0.999999999975209[/C][C]4.95821831589318e-11[/C][C]2.47910915794659e-11[/C][/ROW]
[ROW][C]190[/C][C]0.999999999966287[/C][C]6.74255032667512e-11[/C][C]3.37127516333756e-11[/C][/ROW]
[ROW][C]191[/C][C]0.999999999937446[/C][C]1.25107125148557e-10[/C][C]6.25535625742784e-11[/C][/ROW]
[ROW][C]192[/C][C]0.999999999881377[/C][C]2.37246021025944e-10[/C][C]1.18623010512972e-10[/C][/ROW]
[ROW][C]193[/C][C]0.999999999809694[/C][C]3.80612864972096e-10[/C][C]1.90306432486048e-10[/C][/ROW]
[ROW][C]194[/C][C]0.999999999653133[/C][C]6.93733302859819e-10[/C][C]3.46866651429909e-10[/C][/ROW]
[ROW][C]195[/C][C]0.999999999343221[/C][C]1.31355788367327e-09[/C][C]6.56778941836635e-10[/C][/ROW]
[ROW][C]196[/C][C]0.99999999912261[/C][C]1.75477961202497e-09[/C][C]8.77389806012484e-10[/C][/ROW]
[ROW][C]197[/C][C]0.999999998433262[/C][C]3.13347537625957e-09[/C][C]1.56673768812978e-09[/C][/ROW]
[ROW][C]198[/C][C]0.999999999843897[/C][C]3.12205761931961e-10[/C][C]1.5610288096598e-10[/C][/ROW]
[ROW][C]199[/C][C]0.99999999987631[/C][C]2.47380509835023e-10[/C][C]1.23690254917511e-10[/C][/ROW]
[ROW][C]200[/C][C]0.99999999985637[/C][C]2.87260972715906e-10[/C][C]1.43630486357953e-10[/C][/ROW]
[ROW][C]201[/C][C]0.999999999751108[/C][C]4.97783057918126e-10[/C][C]2.48891528959063e-10[/C][/ROW]
[ROW][C]202[/C][C]0.99999999973743[/C][C]5.25139437405184e-10[/C][C]2.62569718702592e-10[/C][/ROW]
[ROW][C]203[/C][C]0.999999999492774[/C][C]1.01445131820526e-09[/C][C]5.07225659102631e-10[/C][/ROW]
[ROW][C]204[/C][C]0.999999999185352[/C][C]1.62929589988809e-09[/C][C]8.14647949944047e-10[/C][/ROW]
[ROW][C]205[/C][C]0.999999998596959[/C][C]2.80608133552928e-09[/C][C]1.40304066776464e-09[/C][/ROW]
[ROW][C]206[/C][C]0.99999999739145[/C][C]5.21709996752506e-09[/C][C]2.60854998376253e-09[/C][/ROW]
[ROW][C]207[/C][C]0.999999995336785[/C][C]9.32643088462096e-09[/C][C]4.66321544231048e-09[/C][/ROW]
[ROW][C]208[/C][C]0.999999991199809[/C][C]1.76003811604249e-08[/C][C]8.80019058021244e-09[/C][/ROW]
[ROW][C]209[/C][C]0.999999985343392[/C][C]2.93132153749986e-08[/C][C]1.46566076874993e-08[/C][/ROW]
[ROW][C]210[/C][C]0.999999987116473[/C][C]2.57670541237205e-08[/C][C]1.28835270618603e-08[/C][/ROW]
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[ROW][C]213[/C][C]0.999999940311668[/C][C]1.19376664695083e-07[/C][C]5.96883323475415e-08[/C][/ROW]
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[ROW][C]216[/C][C]0.999999865801588[/C][C]2.68396824368603e-07[/C][C]1.34198412184301e-07[/C][/ROW]
[ROW][C]217[/C][C]0.999999761921821[/C][C]4.76156357728992e-07[/C][C]2.38078178864496e-07[/C][/ROW]
[ROW][C]218[/C][C]0.999999725555173[/C][C]5.48889654739034e-07[/C][C]2.74444827369517e-07[/C][/ROW]
[ROW][C]219[/C][C]0.999999629720138[/C][C]7.40559723779237e-07[/C][C]3.70279861889618e-07[/C][/ROW]
[ROW][C]220[/C][C]0.999999422163663[/C][C]1.15567267482372e-06[/C][C]5.77836337411859e-07[/C][/ROW]
[ROW][C]221[/C][C]0.999999000184502[/C][C]1.99963099551612e-06[/C][C]9.99815497758058e-07[/C][/ROW]
[ROW][C]222[/C][C]0.999998467471231[/C][C]3.06505753872601e-06[/C][C]1.532528769363e-06[/C][/ROW]
[ROW][C]223[/C][C]0.99999798030011[/C][C]4.03939978019043e-06[/C][C]2.01969989009522e-06[/C][/ROW]
[ROW][C]224[/C][C]0.999996456473565[/C][C]7.0870528704232e-06[/C][C]3.5435264352116e-06[/C][/ROW]
[ROW][C]225[/C][C]0.999995767294877[/C][C]8.46541024639583e-06[/C][C]4.23270512319791e-06[/C][/ROW]
[ROW][C]226[/C][C]0.999996677101735[/C][C]6.64579652901047e-06[/C][C]3.32289826450523e-06[/C][/ROW]
[ROW][C]227[/C][C]0.999995388559163[/C][C]9.22288167412519e-06[/C][C]4.61144083706259e-06[/C][/ROW]
[ROW][C]228[/C][C]0.999992260097366[/C][C]1.54798052677302e-05[/C][C]7.73990263386508e-06[/C][/ROW]
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[ROW][C]230[/C][C]0.999998999428899[/C][C]2.00114220120964e-06[/C][C]1.00057110060482e-06[/C][/ROW]
[ROW][C]231[/C][C]0.999998683692788[/C][C]2.63261442407452e-06[/C][C]1.31630721203726e-06[/C][/ROW]
[ROW][C]232[/C][C]0.99999755266872[/C][C]4.89466255990367e-06[/C][C]2.44733127995184e-06[/C][/ROW]
[ROW][C]233[/C][C]0.999996516665584[/C][C]6.96666883145548e-06[/C][C]3.48333441572774e-06[/C][/ROW]
[ROW][C]234[/C][C]0.999993652316821[/C][C]1.26953663582564e-05[/C][C]6.34768317912821e-06[/C][/ROW]
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[ROW][C]271[/C][C]0.765388242189184[/C][C]0.469223515621632[/C][C]0.234611757810816[/C][/ROW]
[ROW][C]272[/C][C]0.676564393602041[/C][C]0.646871212795918[/C][C]0.323435606397959[/C][/ROW]
[ROW][C]273[/C][C]0.655566809704767[/C][C]0.688866380590466[/C][C]0.344433190295233[/C][/ROW]
[ROW][C]274[/C][C]0.914071325155543[/C][C]0.171857349688915[/C][C]0.0859286748444573[/C][/ROW]
[ROW][C]275[/C][C]0.944295850126273[/C][C]0.111408299747454[/C][C]0.0557041498737272[/C][/ROW]
[ROW][C]276[/C][C]0.890838546771427[/C][C]0.218322906457146[/C][C]0.109161453228573[/C][/ROW]
[ROW][C]277[/C][C]0.905851460034367[/C][C]0.188297079931265[/C][C]0.0941485399656325[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=156535&T=5

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=156535&T=5

As an alternative you can also use a QR Code:

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

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
12	0.307162737710087	0.614325475420173	0.692837262289913
13	0.168059014093459	0.336118028186919	0.831940985906541
14	0.0838351787540781	0.167670357508156	0.916164821245922
15	0.0434149713496709	0.0868299426993418	0.956585028650329
16	0.0224735714752952	0.0449471429505903	0.977526428524705
17	0.0233934705216235	0.0467869410432469	0.976606529478377
18	0.0373874586182574	0.0747749172365148	0.962612541381743
19	0.0509889296017851	0.10197785920357	0.949011070398215
20	0.0675983006949234	0.135196601389847	0.932401699305077
21	0.10184023268223	0.20368046536446	0.89815976731777
22	0.0719252485536008	0.143850497107202	0.928074751446399
23	0.0492934097329	0.0985868194658001	0.9507065902671
24	0.0414867556876724	0.0829735113753447	0.958513244312328
25	0.0374234275957431	0.0748468551914862	0.962576572404257
26	0.0560352855124352	0.11207057102487	0.943964714487565
27	0.0382384671180872	0.0764769342361744	0.961761532881913
28	0.0257802858181082	0.0515605716362165	0.974219714181892
29	0.0200412842785237	0.0400825685570474	0.979958715721476
30	0.0147194135434067	0.0294388270868133	0.985280586456593
31	0.0120136625995037	0.0240273251990074	0.987986337400496
32	0.00778576659785089	0.0155715331957018	0.992214233402149
33	0.00537067822529468	0.0107413564505894	0.994629321774705
34	0.00344568408905319	0.00689136817810639	0.996554315910947
35	0.0091511724193997	0.0183023448387994	0.9908488275806
36	0.0132863458716699	0.0265726917433398	0.98671365412833
37	0.00893715709973556	0.0178743141994711	0.991062842900264
38	0.0083076890529553	0.0166153781059106	0.991692310947045
39	0.00582822204811517	0.0116564440962303	0.994171777951885
40	0.00405721936043301	0.00811443872086601	0.995942780639567
41	0.00379883122038903	0.00759766244077806	0.996201168779611
42	0.00537791792531599	0.010755835850632	0.994622082074684
43	0.00353866389734202	0.00707732779468404	0.996461336102658
44	0.00273675535787459	0.00547351071574917	0.997263244642125
45	0.00829820823118939	0.0165964164623788	0.991701791768811
46	0.00691576687548951	0.013831533750979	0.99308423312451
47	0.00475663845663398	0.00951327691326795	0.995243361543366
48	0.00325543919364168	0.00651087838728336	0.996744560806358
49	0.00241160582741129	0.00482321165482258	0.997588394172589
50	0.00431943733700893	0.00863887467401785	0.995680562662991
51	0.0215442019214486	0.0430884038428972	0.978455798078551
52	0.0180713597811703	0.0361427195623407	0.98192864021883
53	0.0131819504259212	0.0263639008518423	0.986818049574079
54	0.0228067888406283	0.0456135776812567	0.977193211159372
55	0.019582198017446	0.0391643960348919	0.980417801982554
56	0.0155562830914978	0.0311125661829955	0.984443716908502
57	0.0132034897051744	0.0264069794103488	0.986796510294826
58	0.0102504638367127	0.0205009276734255	0.989749536163287
59	0.00755091987854981	0.0151018397570996	0.99244908012145
60	0.00580214979955788	0.0116042995991158	0.994197850200442
61	0.00419566531629368	0.00839133063258735	0.995804334683706
62	0.00678020407576238	0.0135604081515248	0.993219795924238
63	0.014691703548317	0.029383407096634	0.985308296451683
64	0.0113447786449003	0.0226895572898007	0.9886552213551
65	0.010333443628673	0.020666887257346	0.989666556371327
66	0.00976150955166476	0.0195230191033295	0.990238490448335
67	0.00787038873139669	0.0157407774627934	0.992129611268603
68	0.00623868799828428	0.0124773759965686	0.993761312001716
69	0.00470705092478461	0.00941410184956922	0.995292949075215
70	0.00676697134036457	0.0135339426807291	0.993233028659635
71	0.00519365617972087	0.0103873123594417	0.994806343820279
72	0.00388917257673788	0.00777834515347576	0.996110827423262
73	0.00402420854294824	0.00804841708589647	0.995975791457052
74	0.00629394452643156	0.0125878890528631	0.993706055473568
75	0.00877126091130884	0.0175425218226177	0.991228739088691
76	0.00721892173675679	0.0144378434735136	0.992781078263243
77	0.00582615489375107	0.0116523097875021	0.994173845106249
78	0.00680275381784102	0.013605507635682	0.993197246182159
79	0.00634992698587423	0.0126998539717485	0.993650073014126
80	0.00552775827434238	0.0110555165486848	0.994472241725658
81	0.00417314047198738	0.00834628094397476	0.995826859528013
82	0.00314507345264094	0.00629014690528188	0.996854926547359
83	0.00236956117149445	0.00473912234298889	0.997630438828506
84	0.00174853157401435	0.00349706314802869	0.998251468425986
85	0.978200842647367	0.0435983147052651	0.0217991573526325
86	0.973424623178804	0.0531507536423924	0.0265753768211962
87	0.96759707505429	0.0648058498914204	0.0324029249457102
88	0.962095256897006	0.0758094862059878	0.0379047431029939
89	0.956352197939224	0.0872956041215529	0.0436478020607764
90	0.958957792356913	0.0820844152861738	0.0410422076430869
91	0.951166036694405	0.0976679266111894	0.0488339633055947
92	0.948990327631812	0.102019344736376	0.0510096723681878
93	0.945218763999909	0.109562472000181	0.0547812360000906
94	0.937889089623603	0.124221820752793	0.0621109103763966
95	0.928587650979537	0.142824698040925	0.0714123490204627
96	0.920234463383876	0.159531073232248	0.0797655366161241
97	0.936153369821712	0.127693260356576	0.0638466301782882
98	0.952870858410319	0.0942582831793622	0.0471291415896811
99	0.957187258127266	0.0856254837454673	0.0428127418727336
100	0.951312851721467	0.097374296557066	0.048687148278533
101	0.946227406390528	0.107545187218943	0.0537725936094715
102	0.940748634855899	0.118502730288203	0.0592513651441015
103	0.931064576015634	0.137870847968731	0.0689354239843657
104	0.952931418150764	0.0941371636984712	0.0470685818492356
105	0.961263931255327	0.0774721374893451	0.0387360687446726
106	0.9738539411205	0.0522921177590002	0.0261460588795001
107	0.976115959909705	0.0477680801805908	0.0238840400902954
108	0.97111813095526	0.0577637380894801	0.0288818690447401
109	0.967491990062118	0.0650160198757635	0.0325080099378817
110	0.962943469175163	0.0741130616496748	0.0370565308248374
111	0.961433402928173	0.0771331941436548	0.0385665970718274
112	0.963393056879916	0.0732138862401683	0.0366069431200842
113	0.956060943663255	0.0878781126734906	0.0439390563367453
114	0.964534338006878	0.0709313239862447	0.0354656619931224
115	0.965324811387905	0.0693503772241893	0.0346751886120946
116	0.961986192173231	0.0760276156535377	0.0380138078267689
117	0.95478301624208	0.0904339675158394	0.0452169837579197
118	0.947522130816579	0.104955738366842	0.0524778691834211
119	0.999928434510088	0.000143130979823454	7.15654899117272e-05
120	0.99990458187232	0.000190836255359711	9.54181276798557e-05
121	0.999875947779434	0.000248104441131819	0.00012405222056591
122	0.999835318557991	0.000329362884016977	0.000164681442008489
123	0.999804110973671	0.000391778052658934	0.000195889026329467
124	0.999999911139597	1.77720806666458e-07	8.88604033332291e-08
125	0.99999991664603	1.66707939718016e-07	8.33539698590079e-08
126	0.999999876995847	2.46008305862999e-07	1.230041529315e-07
127	0.999999839308905	3.21382190098605e-07	1.60691095049303e-07
128	0.999999774774658	4.50450684529841e-07	2.2522534226492e-07
129	0.999999696332352	6.07335295098377e-07	3.03667647549188e-07
130	0.99999956061894	8.78762119673757e-07	4.39381059836879e-07
131	0.999999356721816	1.28655636828307e-06	6.43278184141537e-07
132	0.99999927248322	1.45503355982845e-06	7.27516779914225e-07
133	0.999999019256633	1.96148673352157e-06	9.80743366760785e-07
134	0.999998712998785	2.57400242934988e-06	1.28700121467494e-06
135	0.999999449410062	1.10117987551046e-06	5.5058993775523e-07
136	0.999999589702812	8.20594375908474e-07	4.10297187954237e-07
137	0.999999403213033	1.19357393348075e-06	5.96786966740377e-07
138	0.999999373972869	1.25205426154746e-06	6.26027130773731e-07
139	0.999999623325729	7.53348541593027e-07	3.76674270796514e-07
140	0.99999946683449	1.06633102056118e-06	5.3316551028059e-07
141	0.999999205039541	1.58992091758255e-06	7.94960458791276e-07
142	0.999999167478988	1.66504202458715e-06	8.32521012293573e-07
143	0.999998734507892	2.5309842159664e-06	1.2654921079832e-06
144	0.999998811585163	2.37682967463274e-06	1.18841483731637e-06
145	0.999998705099953	2.58980009375314e-06	1.29490004687657e-06
146	0.999998061512305	3.87697539036247e-06	1.93848769518123e-06
147	0.999998948339657	2.10332068689618e-06	1.05166034344809e-06
148	0.999999583483797	8.33032405218933e-07	4.16516202609467e-07
149	0.999999416095606	1.16780878858001e-06	5.83904394290005e-07
150	0.999999281257577	1.43748484617728e-06	7.18742423088642e-07
151	0.999999102010115	1.79597977072082e-06	8.97989885360412e-07
152	0.999999276391825	1.44721635045561e-06	7.23608175227805e-07
153	0.999998929336656	2.14132668789349e-06	1.07066334394675e-06
154	0.999999572550349	8.54899302293573e-07	4.27449651146787e-07
155	0.999999378856261	1.24228747700896e-06	6.2114373850448e-07
156	0.999999973932928	5.21341431284134e-08	2.60670715642067e-08
157	0.999999957904404	8.41911913609392e-08	4.20955956804696e-08
158	0.999999931738119	1.36523761249427e-07	6.82618806247137e-08
159	0.999999901228445	1.97543109783902e-07	9.87715548919508e-08
160	0.999999875461559	2.4907688144522e-07	1.2453844072261e-07
161	0.999999802556893	3.9488621314868e-07	1.9744310657434e-07
162	0.999999998009488	3.98102306165787e-09	1.99051153082894e-09
163	0.999999996951462	6.09707646715513e-09	3.04853823357757e-09
164	0.999999998014666	3.97066731353787e-09	1.98533365676893e-09
165	0.999999997540928	4.91814399276968e-09	2.45907199638484e-09
166	0.999999997659419	4.68116133994393e-09	2.34058066997196e-09
167	0.99999999799488	4.01023958254643e-09	2.00511979127322e-09
168	0.999999997702729	4.59454135488216e-09	2.29727067744108e-09
169	0.99999999706179	5.87642093866312e-09	2.93821046933156e-09
170	0.999999999377649	1.24470142946287e-09	6.22350714731437e-10
171	0.999999999156088	1.68782477167915e-09	8.43912385839575e-10
172	0.999999998569211	2.86157902206393e-09	1.43078951103197e-09
173	0.999999997535334	4.92933157426769e-09	2.46466578713384e-09
174	0.999999998625196	2.74960820504887e-09	1.37480410252443e-09
175	0.99999999984348	3.13040129675393e-10	1.56520064837697e-10
176	0.999999999751796	4.96407919863099e-10	2.48203959931549e-10
177	0.999999999977852	4.42961579196668e-11	2.21480789598334e-11
178	0.999999999958824	8.23514443618291e-11	4.11757221809146e-11
179	0.999999999992088	1.58249446146442e-11	7.91247230732209e-12
180	0.999999999987958	2.40843373730135e-11	1.20421686865068e-11
181	0.99999999997926	4.14790235956326e-11	2.07395117978163e-11
182	0.999999999991129	1.77412809682686e-11	8.87064048413431e-12
183	0.999999999982869	3.42628362921815e-11	1.71314181460908e-11
184	0.999999999970795	5.84096269885334e-11	2.92048134942667e-11
185	0.999999999994493	1.10131672992983e-11	5.50658364964913e-12
186	0.99999999998987	2.0259302616477e-11	1.01296513082385e-11
187	0.999999999986859	2.62818484295829e-11	1.31409242147914e-11
188	0.999999999983196	3.36083925519769e-11	1.68041962759885e-11
189	0.999999999975209	4.95821831589318e-11	2.47910915794659e-11
190	0.999999999966287	6.74255032667512e-11	3.37127516333756e-11
191	0.999999999937446	1.25107125148557e-10	6.25535625742784e-11
192	0.999999999881377	2.37246021025944e-10	1.18623010512972e-10
193	0.999999999809694	3.80612864972096e-10	1.90306432486048e-10
194	0.999999999653133	6.93733302859819e-10	3.46866651429909e-10
195	0.999999999343221	1.31355788367327e-09	6.56778941836635e-10
196	0.99999999912261	1.75477961202497e-09	8.77389806012484e-10
197	0.999999998433262	3.13347537625957e-09	1.56673768812978e-09
198	0.999999999843897	3.12205761931961e-10	1.5610288096598e-10
199	0.99999999987631	2.47380509835023e-10	1.23690254917511e-10
200	0.99999999985637	2.87260972715906e-10	1.43630486357953e-10
201	0.999999999751108	4.97783057918126e-10	2.48891528959063e-10
202	0.99999999973743	5.25139437405184e-10	2.62569718702592e-10
203	0.999999999492774	1.01445131820526e-09	5.07225659102631e-10
204	0.999999999185352	1.62929589988809e-09	8.14647949944047e-10
205	0.999999998596959	2.80608133552928e-09	1.40304066776464e-09
206	0.99999999739145	5.21709996752506e-09	2.60854998376253e-09
207	0.999999995336785	9.32643088462096e-09	4.66321544231048e-09
208	0.999999991199809	1.76003811604249e-08	8.80019058021244e-09
209	0.999999985343392	2.93132153749986e-08	1.46566076874993e-08
210	0.999999987116473	2.57670541237205e-08	1.28835270618603e-08
211	0.999999982702831	3.45943386583315e-08	1.72971693291658e-08
212	0.999999967764704	6.44705911833049e-08	3.22352955916525e-08
213	0.999999940311668	1.19376664695083e-07	5.96883323475415e-08
214	0.999999895095461	2.09809077936178e-07	1.04904538968089e-07
215	0.999999880173964	2.39652072867532e-07	1.19826036433766e-07
216	0.999999865801588	2.68396824368603e-07	1.34198412184301e-07
217	0.999999761921821	4.76156357728992e-07	2.38078178864496e-07
218	0.999999725555173	5.48889654739034e-07	2.74444827369517e-07
219	0.999999629720138	7.40559723779237e-07	3.70279861889618e-07
220	0.999999422163663	1.15567267482372e-06	5.77836337411859e-07
221	0.999999000184502	1.99963099551612e-06	9.99815497758058e-07
222	0.999998467471231	3.06505753872601e-06	1.532528769363e-06
223	0.99999798030011	4.03939978019043e-06	2.01969989009522e-06
224	0.999996456473565	7.0870528704232e-06	3.5435264352116e-06
225	0.999995767294877	8.46541024639583e-06	4.23270512319791e-06
226	0.999996677101735	6.64579652901047e-06	3.32289826450523e-06
227	0.999995388559163	9.22288167412519e-06	4.61144083706259e-06
228	0.999992260097366	1.54798052677302e-05	7.73990263386508e-06
229	0.999990520596085	1.89588078291943e-05	9.47940391459716e-06
230	0.999998999428899	2.00114220120964e-06	1.00057110060482e-06
231	0.999998683692788	2.63261442407452e-06	1.31630721203726e-06
232	0.99999755266872	4.89466255990367e-06	2.44733127995184e-06
233	0.999996516665584	6.96666883145548e-06	3.48333441572774e-06
234	0.999993652316821	1.26953663582564e-05	6.34768317912821e-06
235	0.999989180246827	2.16395063458681e-05	1.08197531729341e-05
236	0.999980911989161	3.81760216776045e-05	1.90880108388023e-05
237	0.999966310948586	6.73781028279105e-05	3.36890514139553e-05
238	0.999968836665992	6.23266680157371e-05	3.11633340078685e-05
239	0.999952053782497	9.58924350055201e-05	4.794621750276e-05
240	0.999928694710654	0.000142610578691676	7.13052893458378e-05
241	0.999890713397858	0.000218573204284662	0.000109286602142331
242	0.999830921768083	0.000338156463834337	0.000169078231917169
243	0.999808223895858	0.000383552208284934	0.000191776104142467
244	0.999692817285885	0.000614365428230249	0.000307182714115124
245	0.999482174535107	0.0010356509297854	0.000517825464892698
246	0.999304606412448	0.00139078717510306	0.000695393587551532
247	0.999013759642332	0.00197248071533574	0.000986240357667872
248	0.998387188108629	0.00322562378274144	0.00161281189137072
249	0.997811581581422	0.00437683683715574	0.00218841841857787
250	0.999144048929155	0.00171190214169097	0.000855951070845484
251	0.998568057547069	0.00286388490586184	0.00143194245293092
252	0.997739713938786	0.00452057212242882	0.00226028606121441
253	0.996358273088098	0.00728345382380341	0.00364172691190171
254	0.994129413895161	0.0117411722096786	0.00587058610483932
255	0.992856107411234	0.0142877851775322	0.00714389258876609
256	0.989780083670379	0.0204398326592422	0.0102199163296211
257	0.986473726285799	0.0270525474284026	0.0135262737142013
258	0.979766521728824	0.0404669565423516	0.0202334782711758
259	0.974534305470572	0.0509313890588558	0.0254656945294279
260	0.965133331661138	0.0697333366777242	0.0348666683388621
261	0.967235260453044	0.0655294790939112	0.0327647395469556
262	0.950804341910001	0.0983913161799987	0.0491956580899993
263	0.941933260982903	0.116133478034193	0.0580667390170967
264	0.915618748813637	0.168762502372725	0.0843812511863625
265	0.888690902683071	0.222618194633858	0.111309097316929
266	0.844006962954868	0.311986074090264	0.155993037045132
267	0.816470330470434	0.367059339059132	0.183529669529566
268	0.810857297729799	0.378285404540401	0.189142702270201
269	0.754453279659081	0.491093440681839	0.245546720340919
270	0.682422742618163	0.635154514763673	0.317577257381837
271	0.765388242189184	0.469223515621632	0.234611757810816
272	0.676564393602041	0.646871212795918	0.323435606397959
273	0.655566809704767	0.688866380590466	0.344433190295233
274	0.914071325155543	0.171857349688915	0.0859286748444573
275	0.944295850126273	0.111408299747454	0.0557041498737272
276	0.890838546771427	0.218322906457146	0.109161453228573
277	0.905851460034367	0.188297079931265	0.0941485399656325

Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description	# significant tests	% significant tests	OK/NOK
1% type I error level	152	0.571428571428571	NOK
5% type I error level	200	0.75187969924812	NOK
10% type I error level	233	0.87593984962406	NOK

\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 & 152 & 0.571428571428571 & NOK \tabularnewline
5% type I error level & 200 & 0.75187969924812 & NOK \tabularnewline
10% type I error level & 233 & 0.87593984962406 & NOK \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=156535&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]152[/C][C]0.571428571428571[/C][C]NOK[/C][/ROW]
[ROW][C]5% type I error level[/C][C]200[/C][C]0.75187969924812[/C][C]NOK[/C][/ROW]
[ROW][C]10% type I error level[/C][C]233[/C][C]0.87593984962406[/C][C]NOK[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=156535&T=6

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=156535&T=6

As an alternative you can also use a QR Code:

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

Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description	# significant tests	% significant tests	OK/NOK
1% type I error level	152	0.571428571428571	NOK
5% type I error level	200	0.75187969924812	NOK
10% type I error level	233	0.87593984962406	NOK

Figure 1

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Figure 7

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Figure 8

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Figure 9

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Figure 10

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Parameters (Session):

par1 = 4 ; par2 = Do not include Seasonal Dummies ; par3 = No Linear Trend ;

Parameters (R input):

par1 = 4 ; 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')
}

Free Statistics

Description of Statistical Computation

Tree of Dependent Computations

Dataset

Tables (Output of Computation)

Figures (Output of Computation)

Input Parameters & R Code