Multiple Linear Regression - Estimated Regression Equation
Y[t] = + 9.58964637151776 + 1.04580934007148Y1[t] -0.0719625816414837Y2[t] -26.1109600817039M1[t] -41.0618474924478M2[t] -22.5257196733794M3[t] + 68.850375119617M4[t] -31.4842555305213M5[t] -33.610105974548M6[t] -19.8116313220874M7[t] -19.6330828306989M8[t] + 17.3278641633569M9[t] -4.42597633795568M10[t] + 68.8787515530213M11[t] + 0.0283166849034852t + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)9.589646371517766.6590391.44010.1507220.075361
Y11.045809340071480.05276919.818500
Y2-0.07196258164148370.052769-1.36370.1735140.086757
M1-26.11096008170396.917593-3.77460.0001889.4e-05
M2-41.06184749244787.875401-5.213900
M3-22.52571967337948.454619-2.66430.0080670.004033
M468.8503751196177.8148948.810100
M5-31.48425553052136.018376-5.231400
M6-33.6101059745487.88608-4.2622.6e-051.3e-05
M7-19.81163132208748.173684-2.42380.0158570.007928
M8-19.63308283069897.703787-2.54850.0112390.00562
M917.32786416335697.6626722.26130.0243430.012172
M10-4.425976337955686.635942-0.6670.5052240.252612
M1168.87875155302137.1614629.61800
t0.02831668490348520.0165031.71590.0870620.043531


Multiple Linear Regression - Regression Statistics
Multiple R0.98890473317585
R-squared0.9779325712976
Adjusted R-squared0.977062306503702
F-TEST (value)1123.71841094241
F-TEST (DF numerator)14
F-TEST (DF denominator)355
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation23.4963888187043
Sum Squared Residuals195988.502069505


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
1264.6260.1472817888684.45271821113211
2240.7225.10568696502515.5943130349745
3201.4219.833885805717-18.4338858057166
4240.8271.857895920039-31.0578959200389
5241.1215.58459941213125.5154005878694
6223.8210.96548273835412.8345172616456
7206.1206.678183717989-0.578183717989501
8174.7189.619176237414-14.919176237414
9203.3195.0437643331838.2562356668168
10220.5205.48801270636115.0119872936391
11299.5294.7508480965244.74915190347554
12347.4307.2815946898240.1184053101802
13338.3325.60817473276612.6918252672342
14327.7297.72173135164829.978268648352
15351.6305.855456343845.7445436562004
16396.6423.017514414808-26.4175144148076
17438.8368.05271505155870.7472849484422
18395.6406.850019269584-11.2500192695842
19363.5372.46102617059-8.96102617058989
20378.8342.206195057536.5938049425005
21357397.506340510244-40.506340510244
22369351.88114558116217.118854418838
23464.8439.33268651768525.4673134823154
24479.1469.8072354487169.29276455128356
25431.3451.785650293684-20.485650293684
26366.5385.844328194954-19.3443281949537
27326.3340.080138864757-13.7801388647568
28355.1394.106190162151-39.0061901621514
29331.6326.8120809729634.78791902703717
30261.3298.065505370885-36.7655053708852
31249240.0630207697998.93697923020068
32205.5232.465400552608-26.9654005526084
33235.6224.84709769264910.7529023073513
34240.9237.7308073137963.16919268620445
35264.9314.440567684646-49.5405676846463
36253.8270.308155295544-16.508155295544
37232.3230.8899262645551.41007373544549
38193.8194.281239383398-0.481239383397823
39177174.129219799912.87078020009025
40213.2250.734593757806-37.5345937578059
41207.2189.49554927473517.7044507252645
42180.6178.5181140197622.08188598023824
43188.6164.95815240107423.6418475989265
44175.4175.445696969601-0.0456969696007394
45199198.0545767064850.945423293515333
46179.6201.96005939343-22.36005939343
47225.8253.306085845185-27.5060858451848
48234234.168116572214-0.168116572213999
49200.2213.336438492163-13.1364384921631
50183.6162.47541890244721.1245810975534
51178.2166.11176362071412.0882363792859
52203.2253.063383517477-49.8633835174766
53208.5179.29090099489329.2090990051072
54191.8180.93709219711110.8629078028887
55172.8176.917465872582-4.11746587258193
56148158.455728700929-10.4557287009286
57159.4170.876209797303-11.4762097973034
58154.5162.857584482418-8.35758448241795
59213.2230.245789861235-17.0457898612354
60196.4223.136979905356-26.7369799053564
61182.8175.2605360537.53946394699994
62176.4147.32392967376529.0760703262355
63153.6160.173885511603-6.57388551160315
64173.2228.194404558379-54.9944045583788
65171150.02670051997120.9732994800292
66151.2144.2179196125176.98208038748275
67161.9137.49600369607724.4039963039226
68157.2150.3178879276366.88211207236441
69201.7181.62184808469520.078151915305
70236.4206.77306403518229.6269359648184
71356.1313.19335782849642.9066421715036
72398.3367.02919938397531.2708006160251
73403.7376.46578911570527.2342108842948
74384.6364.1537678809820.4462321190199
75365.8362.3546560487233.44534395127718
76368.1435.472337242631-67.3723372426312
77367.9338.92428129442128.9757187055792
78347336.45207172950810.5479282704922
79343.3328.43584037570614.8641596242936
80292.9326.277228950041-33.377228950041
81311.5310.8239634414710.676036558528796
82300.9312.177407465122-11.2774074651224
83366.9373.086369017714-6.1863690177136
84356.9374.022153959713-17.122153959713
85329.7332.73188677386-3.03188677385978
86316.2290.0829278144926.1170721855099
87269296.486328448145-27.4863284481454
88289.3339.500033926832-50.2000339268315
89266.2263.8202834185262.37971658147422
90253.6236.10371349642917.4962865035707
91233.8238.415642784811-4.61564278481106
92228.4218.8222115563719.5777884436295
93253.6251.5889639154452.01103608455478
94260.1256.6064334097013.49356659029871
95306.6334.923781638681-28.323781638681
96309.2314.235724303217-5.03572430321728
97309.5287.52592514427421.9740748557264
98271272.729994508187-1.72999450818682
99279.9251.00919064491428.8908093550856
100317.9354.491864642647-36.5918646426475
101298.4293.285838623525.11416137648034
102246.7268.060444630626-21.3604446306262
103227.3229.222163428304-1.9221634283039
104209.1212.860792878074-3.76079287807397
105259.9232.21240065157727.6875993484228
106266264.9237102966741.07628970332592
107320.6340.980492699603-20.3804926996032
108308.5328.792276051375-20.292276051375
109282.2286.126182682085-3.92618268208466
110262.7244.56957355022618.1304264497737
111263.5244.63335181997518.8666481800246
112313.1338.277681111941-25.1776811119414
113284.3289.785940348939-5.48594034893874
114252.6253.999753546339-1.39975354633939
115250.3236.74691115471213.5530888452876
116246.5236.8296286868759.67037131312497
117312.7270.01033081133842.6896691886619
118333.2317.79084311789815.4091568821016
119446.4407.79905626057838.600943739422
120511.6455.85900576490155.7409942350991
121515.5489.81696709894525.6830329010551
122506.4474.28109247635832.1189075236415
123483.2483.0480179172780.151982082721847
124522.3550.844512198457-28.5445121984572
125509.8493.098875324116.7011246759004
126460.7475.114987871901-14.414987871901
127405.8438.492072882274-32.6920728822741
128375384.817368047239-9.81736804723884
129378.5393.546449784114-15.0464497841141
130406.8377.69770617251329.1022938274872
131467.8480.375286036671-12.5752860366709
132469.8473.282679852459-3.48267985245919
133429.8444.901937655671-15.1019376556712
134355.8388.003068163689-32.2030681636887
135332.7332.0561247680310.64387523196934
136378404.627571531749-26.6275715317491
137360.5353.3587563076717.14124369232943
138334.7329.6996541489375.00034585106267
139319.5317.8039096911831.69609030881672
140323.1303.97110750473919.1288924952609
141363.6345.81911604890617.7808839510937
142352.1366.189805211483-14.0898052114826
143411.9424.581557820061-12.6815578200611
144388.6419.098091177095-30.4980911770946
145416.4364.34472777446852.055272225532
146360.7380.172384854861-19.4723848548612
147338338.484689347219-0.484689347218579
148417.2410.1575446029277.04245539707345
149388.4394.312880974614-5.91288097461446
150371.1356.39660175542714.7033982445729
151331.5354.20341386083-22.7034138608295
152353.7314.24118183268939.4588181673113
153396.7377.29713109423719.4028689057625
154447398.94383958846148.0561604115391
155533.5521.78670295935311.713297040647
156565.4539.77905815085125.6209418491487
157542.3540.8329693903431.46703060965743
158488.7499.456596554488-10.7565965544877
159467.1463.6279960665473.47200393345332
160531.3536.300120174886-5.00012017488623
161496.1504.689157605696-8.5891576056962
162444461.159137334674-17.1591373346739
163403.4423.032344928094-19.6323449280942
164386.3384.5286014010061.7713985989945
165394.1406.556206179387-12.4562061793868
166404.1394.2185553616059.88144463839545
167462.1477.448385201396-15.3483852013963
168448.1468.535266241009-20.4352662410092
169432.3423.6374623480028.66253765199795
170386.3393.198580192013-6.89858019201308
171395.2364.79280384263230.4071961573675
172421.9468.815197202677-46.9151972026767
173382.9395.791525640741-12.8915256407412
174384.2350.98602668900333.2139733109972
175345.5368.978910852478-23.4789108524776
176323.4328.61940321187-5.21940321186956
177372.6345.28123238477527.3187676152254
178376376.599901154159-0.599901154158967
179462.7449.94813846952112.7518615304785
180487471.5247006080215.4752993919804
181444.2464.616068346639-20.4160683466395
182399.3403.184167131852-3.88416713185174
183394.9377.8717707608717.0282292391301
184455.4467.905741058158-12.5057410581578
185414431.18752752647-17.1875275264699
186375.5381.439750899078-5.93975089907781
187347357.982133523647-10.9821335236475
188339.4331.1539919010998.2460080989005
189385.8362.24603817229823.5539618277022
190378.8389.592983355681-10.7929833556805
191451.8452.266298762896-0.46629876289586
192446.1460.263683791486-14.1636837914862
193422.5422.96665869645-0.46665869645004
194383.1383.773174260279-0.673174260279187
195352.8362.831047692174-10.0310476921739
196445.3425.38276188258219.9172381174175
197367.5423.994278097696-56.4942780976963
198355.1333.87623887917521.2237611208251
199326.2340.33368325136-14.1336832513602
200319.8311.2089945119418.59100548805917
201331.8343.584797023882-11.7847970238816
202340.9334.8695458108366.03045418916432
203394.1416.855904401669-22.7559044016688
204417.2402.98766693241614.2123330675839
205369.9397.23480994794-27.3348099479398
206349.2331.183121800818.0168781991998
207321.4331.503143076935-10.1031430769347
208405.7395.32368034082610.3763196591738
209342.9385.17965351325-42.2796535132502
210316.5311.3388475652615.16115243473887
211284.2302.075522451823-17.8755224518235
212270.9270.4025580991420.497441900858092
213288.8295.80694894217-7.00694894217043
214278.8293.758514648873-14.9585146488725
215324.4355.345335612656-30.9453356126557
216310.9334.903432468212-24.003432468212
217299291.4208692575957.57913074240506
218273265.0246622370647.97533776293598
219279.3257.25441862071122.0455813792889
220359.2357.118456063742.08154393626008
221305339.918944105875-34.9189441058748
222282.1275.3887338417236.71126615827703
223250.3269.166863216419-18.8668632164187
224246.5237.7649344980288.73506550197234
225257.9273.068532780914-15.1685327809145
226266.5263.5386932515582.96130674844215
227315.9345.04532472134-29.1453247213402
228318.4327.238993050637-8.83899305063654
229295.4300.215921470925-4.81592147092548
230266.4261.0598294693375.34017053066261
231245.8250.950942488991-5.15094248899053
232362.8322.89859642902139.901403570979
233324.9346.434404433964-21.5344044339637
234294.2296.281074634078-2.08107463407784
235289.5280.728901075468.77109892454014
236295.2278.22971360980916.9702863901905
237290.3321.518314660891-31.2183146608911
238272294.258138362775-22.2581383627753
239307.4348.805488665391-41.4054886653911
240328.7318.29361967984310.4063803201574
241292.9311.939239836456-19.0392398364562
242249.1258.043891747093-8.9438917470932
243230.4233.3781475787-2.97814757869951
244361.5308.3778854731653.1221145268402
245321.7346.522876267991-24.8228762679914
246277.2293.367836320825-16.1678363208249
247260.7263.520222774339-2.82022277433933
248251249.6735687224981.32643127750206
249257.6277.705864399848-20.1058643998484
250241.8263.580719269833-21.7807192698334
251287.5319.915023233751-32.4150232337508
252292.3299.995083996835-7.69508399683487
253274.7275.643635451362-0.943635451361715
254254.2241.96939994838412.2306000516158
255230240.361294417781-10.3612944177809
256339307.93235278960131.0676472103986
257318.2323.360751367882-5.16075136788159
258287291.66646193635-4.66646193634991
259295.8274.36082356162721.4391764383732
260284286.016043477762-2.01604347776211
261271310.031486225433-39.0314862254329
262262.7275.559599451464-12.8595994514641
263340.6341.147940066091-0.54794006609057
264379.4354.36334221716525.0366577828348
265373.3363.25221610526610.0477838947336
266355.2339.158060237316.0419397626995
267338.4339.232327433992-0.832327433991652
268466.9414.36966472640152.5303352735985
269451449.6588223319281.34117766807152
270422421.6857283247380.314271675261819
271429.2406.32825384812922.871746151871
272425.9416.1518611405399.7481388594613
273460.7449.17182340944311.5281765905566
274463.6464.077941146939-0.477941146938563
275541.4537.9395349679033.46046503209719
276544.2550.244375270585-6.04437527058543
277517.5521.491309174278-3.99130917427778
278469.4478.444133839933-9.04413383993277
279439.4448.626550016294-9.22655001629422
280549512.11808146900536.8819185309949
281533528.5913486248494.40865137515126
282506.1501.8737664766754.22623352332471
283484488.71968787238-4.71968787238047
284457467.749960079249-10.7499600792487
285481.5478.0927446305553.40725536944512
286469.5483.932539350217-14.432539350217
287544.7542.9527885950231.7472114049766
288541.2553.610767079978-12.4107670799785
289521.5518.4562048534883.04379514651172
290469.7483.183059163985-13.4830591639849
291434.4448.992242710592-14.5922427105916
292542.6507.20724621299735.3927537870029
293517.3522.597781975441-5.2977819754406
294485.7486.2549205789-0.554920578900396
295465.8468.854790085535-3.05479008553541
296447450.524066974276-3.52406697427591
297426.6469.284170434557-42.6841704345569
298411.6427.57703261555-15.9770326155496
299467.5486.690973755844-19.1909737558442
300484.5477.3807197223447.11928027765585
301451.2465.054126793-13.8541267929999
302417.4414.0827411548743.31725884512595
303379.9399.695183933091-19.7951839330914
304484.7454.31408041779330.385919582207
305455466.307182103605-11.3071821036047
306420.8425.607432388331-4.80743238833114
307416.5405.80483297000310.6951670299972
308376.3403.975838276126-27.6758382761262
309405.6399.233005585276.36699441472955
310405.8411.042591214943-5.24259121494327
311500.8482.47629401674318.3237059832574
312514512.9633539390871.0366460609132
313475.5493.848948575289-18.3489485752889
314430.1437.712812179029-7.61281217902897
315414.4411.5680720369532.831927963047
316538489.82037808225448.1796219177461
317526519.9059110816256.09408891837494
318488.5496.364090150757-7.86409015075675
319520.2471.83658221513848.3634177848618
320504.4507.894200283252-3.49420028325182
321568.5526.07846255104742.4215374489534
322610.6572.52632622315538.0736737768454
323818685.275142532825132.724857467175
324830.9830.2959401084250.604059891574666
325835.9802.77919776610333.1208022338968
326782792.157356437445-10.1573564374451
327762.3753.9928646033578.30713539664306
328856.9828.67361523232528.2263847676754
329820.9828.718527696189-7.81852769618884
330769.6782.164197471208-12.5641974712081
331752.2744.9316226019997.26837739800121
332724.4730.633085699255-6.2330856992553
333723.1739.800998644789-16.7009986447893
334719.5718.716482455920.783517544079507
335817.4788.37816476367829.0218352363224
336803.3822.171529582467-18.8715295824667
337752.5774.297837747957-21.7978377479571
338689707.26282494763-18.2628249476306
339630.4663.074075504451-32.6740755044511
340765.5697.76368358839767.7363164116034
341757.7742.9632187510114.7367812489907
342732.2722.9862273595649.21377264043583
343702.6710.706188661909-8.10618866190921
344683.3681.7921432039431.50785679605665
345709.5700.7273790361118.77262096388909
346702.2707.790937755255-5.59093775525515
347784.8771.60415450960713.1958454903929
348810.9789.66289797737621.237102022624
349755.6784.931769112855-29.3317691128545
350656.8710.297718500219-53.4977185002188
351615.1629.515730969903-14.4157309699026
352745.3684.41979603300160.8802039669994
353694.1723.278697799522-29.178697799522
354675.7658.26619769901817.433802300982
355643.7656.534581359111-12.8345813591109
356622.1624.599659155319-2.4996591553189
357634.6641.302243701262-6.70224370126176
358588634.203728399202-46.2037283992021
359689.7657.90252545723331.7974745427667
360673.9698.764356778878-24.8643567788779
361647.9648.839331256009-0.93933125600908
362568.8607.862726478246-39.0627264782458
363545.7545.5746793052420.125320694757771
364632.6618.51313523533214.0868647646676
365643.8610.74998855822733.0500114417726
366593.1614.11197106326-21.0119710632596
367579.7574.1102479446155.58975205538473
368546563.951770853173-17.9517708531728
369562.9566.661558365719-3.76155836571913
370572.5565.0353513978367.46464860216408


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
180.6511127978839930.6977744042320140.348887202116007
190.5770720482884740.8458559034230520.422927951711526
200.5961532635368920.8076934729262160.403846736463108
210.6105213727389650.778957254522070.389478627261035
220.5552512616377380.8894974767245250.444748738362262
230.4566297605578940.9132595211157870.543370239442106
240.447011947335090.894023894670180.55298805266491
250.7000389670580270.5999220658839460.299961032941973
260.831369452496750.3372610950064990.16863054750325
270.8115407791172530.3769184417654930.188459220882747
280.7610921890751270.4778156218497460.238907810924873
290.7589481226274110.4821037547451770.241051877372589
300.7141292985796140.5717414028407710.285870701420386
310.7401264835438060.5197470329123880.259873516456194
320.7082565242988530.5834869514022940.291743475701147
330.7651446500423230.4697106999153550.234855349957677
340.711010078071260.5779798438574790.28898992192874
350.7977940913888720.4044118172222550.202205908611128
360.7697371694426720.4605256611146550.230262830557328
370.7715385603539490.4569228792921030.228461439646051
380.734463774845880.5310724503082390.26553622515412
390.7024259272089230.5951481455821530.297574072791077
400.6699086931034380.6601826137931250.330091306896562
410.619839104148720.760321791702560.38016089585128
420.6169325631691520.7661348736616960.383067436830848
430.6347515100171370.7304969799657270.365248489982863
440.5839049876742890.8321900246514220.416095012325711
450.543207740146040.913584519707920.45679225985396
460.545472397720080.909055204559840.45452760227992
470.5053876703932850.9892246592134290.494612329606715
480.4528403681807940.9056807363615870.547159631819206
490.4031350728218540.8062701456437070.596864927178146
500.4025284219268670.8050568438537340.597471578073133
510.3680956161872510.7361912323745020.631904383812749
520.3553584465235240.7107168930470480.644641553476476
530.326431862626250.65286372525250.67356813737375
540.3248765697410480.6497531394820970.675123430258952
550.2843240297376790.5686480594753570.715675970262321
560.2455333545563480.4910667091126950.754466645443652
570.2102809177484520.4205618354969030.789719082251549
580.1786165013308070.3572330026616140.821383498669193
590.151666295196060.3033325903921190.84833370480394
600.1593850286116410.3187700572232820.84061497138836
610.1556228449264830.3112456898529650.844377155073517
620.162489455951130.3249789119022590.83751054404887
630.1384206115214420.2768412230428840.861579388478558
640.1415773138922390.2831546277844780.858422686107761
650.1224020898438360.2448041796876720.877597910156164
660.1131861663260140.2263723326520270.886813833673986
670.1164572699362540.2329145398725080.883542730063746
680.1011810632632740.2023621265265480.898818936736726
690.1108948634963160.2217897269926320.889105136503684
700.120992401705150.24198480341030.87900759829485
710.2137161398731820.4274322797463630.786283860126818
720.204390550048980.4087811000979590.79560944995102
730.2020840131519030.4041680263038050.797915986848097
740.1793142435103850.358628487020770.820685756489615
750.1539924641023760.3079849282047510.846007535897624
760.2059997281329020.4119994562658040.794000271867098
770.1979805000764510.3959610001529030.802019499923549
780.1810380160488030.3620760320976050.818961983951197
790.1591625277194450.318325055438890.840837472280555
800.1864326016067970.3728652032135940.813567398393203
810.1683539799683380.3367079599366760.831646020031662
820.1534880991874880.3069761983749750.846511900812512
830.1321418231069210.2642836462138410.86785817689308
840.1261566522835990.2523133045671980.8738433477164
850.1076199496792550.2152398993585090.892380050320745
860.1041754078497710.2083508156995430.895824592150229
870.1213830793782970.2427661587565940.878616920621703
880.1337351867793980.2674703735587950.866264813220602
890.1293106925615190.2586213851230380.870689307438481
900.1354239846019550.270847969203910.864576015398045
910.1226757459830210.2453514919660410.87732425401698
920.1167543138029130.2335086276058270.883245686197087
930.09947095883072680.1989419176614540.900529041169273
940.084262631608420.168525263216840.91573736839158
950.0869997080298310.1739994160596620.913000291970169
960.07327869899254760.1465573979850950.926721301007452
970.0768458816595120.1536917633190240.923154118340488
980.07172685701024840.1434537140204970.928273142989751
990.08933809274540440.1786761854908090.910661907254596
1000.0947548369671790.1895096739343580.905245163032821
1010.09121316861041620.1824263372208320.908786831389584
1020.086166968877170.172333937754340.91383303112283
1030.07291728597390950.1458345719478190.92708271402609
1040.06176974866571550.1235394973314310.938230251334285
1050.0719368066434750.143873613286950.928063193356525
1060.06130759024962650.1226151804992530.938692409750373
1070.05589545773170530.1117909154634110.944104542268295
1080.05245515440783730.1049103088156750.947544845592163
1090.04366475748846190.08732951497692390.956335242511538
1100.03928276982656490.07856553965312990.960717230173435
1110.03681945376186890.07363890752373780.963180546238131
1120.04043621115439730.08087242230879470.959563788845603
1130.04454584944017750.0890916988803550.955454150559823
1140.03760000309202160.07520000618404320.962399996907978
1150.03299737886877090.06599475773754190.96700262113123
1160.02902276291824250.0580455258364850.970977237081758
1170.04667497222733130.09334994445466270.953325027772669
1180.04018742038369620.08037484076739250.959812579616304
1190.06635115596752670.1327023119350530.933648844032473
1200.1207789456479060.2415578912958110.879221054352094
1210.1139967871725870.2279935743451740.886003212827413
1220.1187167591919720.2374335183839450.881283240808028
1230.1058142770345710.2116285540691430.894185722965429
1240.1171855010714290.2343710021428590.88281449892857
1250.1114518072346180.2229036144692360.888548192765382
1260.101637959276350.2032759185526990.89836204072365
1270.1218031227183070.2436062454366140.878196877281693
1280.1078687152977880.2157374305955760.892131284702212
1290.1005177547266920.2010355094533850.899482245273308
1300.1213387571173660.2426775142347320.878661242882634
1310.1124989953191370.2249979906382740.887501004680863
1320.0982886956603180.1965773913206360.901711304339682
1330.09105506330220450.1821101266044090.908944936697796
1340.1167818104094570.2335636208189150.883218189590543
1350.1050085741147440.2100171482294890.894991425885256
1360.1228566008567250.2457132017134490.877143399143275
1370.1177283303359230.2354566606718460.882271669664077
1380.1053192902975090.2106385805950170.894680709702491
1390.09171704080582820.1834340816116560.908282959194172
1400.09224548067587040.1844909613517410.90775451932413
1410.08512372483412280.1702474496682460.914876275165877
1420.08436151061079130.1687230212215830.915638489389209
1430.07439294559161270.1487858911832250.925607054408387
1440.08646148668612320.1729229733722460.913538513313877
1450.2004755087996660.4009510175993330.799524491200334
1460.2358672765987270.4717345531974530.764132723401273
1470.212611464439280.4252229288785610.78738853556072
1480.2684673773992730.5369347547985450.731532622600727
1490.2830408820495730.5660817640991460.716959117950427
1500.2768361690664380.5536723381328750.723163830933562
1510.2857392386857320.5714784773714650.714260761314268
1520.3745242136408140.7490484272816280.625475786359186
1530.3624914716956450.724982943391290.637508528304355
1540.4759475477728250.9518950955456490.524052452227175
1550.4516875985994670.9033751971989350.548312401400533
1560.4652966709105290.9305933418210580.534703329089471
1570.4423218273941990.8846436547883980.557678172605801
1580.4243030887955150.8486061775910310.575696911204485
1590.3986089118994640.7972178237989290.601391088100536
1600.4244148867158320.8488297734316640.575585113284168
1610.4304214791888040.8608429583776090.569578520811196
1620.410347005871690.820694011743380.58965299412831
1630.3967545674698470.7935091349396940.603245432530153
1640.3693003024593920.7386006049187840.630699697540608
1650.3523859464417210.7047718928834420.647614053558279
1660.3363662911920170.6727325823840350.663633708807983
1670.3188389987140950.6376779974281910.681161001285905
1680.3121956060959330.6243912121918660.687804393904067
1690.295772013527670.5915440270553390.70422798647233
1700.2768138029022570.5536276058045140.723186197097743
1710.3161373089443620.6322746178887230.683862691055638
1720.462778751364610.925557502729220.53722124863539
1730.4575304720377630.9150609440755250.542469527962237
1740.5251885989354540.949622802129090.474811401064546
1750.5401132557076170.9197734885847670.459886744292383
1760.5100864438074140.9798271123851730.489913556192586
1770.5431856284786440.9136287430427110.456814371521356
1780.520802432748640.958395134502720.47919756725136
1790.5071209925103990.9857580149792030.492879007489601
1800.4973731615513030.9947463231026050.502626838448697
1810.4996019305807120.9992038611614240.500398069419288
1820.4731906055987830.9463812111975660.526809394401217
1830.4770611055494130.9541222110988250.522938894450587
1840.5224271925893890.9551456148212220.477572807410611
1850.5298442189925650.940311562014870.470155781007435
1860.4994782706879760.9989565413759520.500521729312024
1870.4733765435173210.9467530870346420.526623456482679
1880.4534972887562310.9069945775124610.546502711243769
1890.4769894496592450.953978899318490.523010550340755
1900.461063851296520.922127702593040.53893614870348
1910.4316574082085380.8633148164170760.568342591791462
1920.4122380909801540.8244761819603080.587761909019846
1930.3884644252664360.7769288505328730.611535574733564
1940.3656622924229670.7313245848459340.634337707577033
1950.3445775209829720.6891550419659440.655422479017028
1960.408597265290580.817194530581160.59140273470942
1970.5971419066884340.8057161866231310.402858093311566
1980.6200373272818540.7599253454362930.379962672718146
1990.6021011060091020.7957977879817970.397898893990898
2000.5850606859503610.8298786280992780.414939314049639
2010.5661412838808760.8677174322382470.433858716119124
2020.550546937242180.898906125515640.44945306275782
2030.5516322362471450.896735527505710.448367763752855
2040.5499656361158980.9000687277682030.450034363884102
2050.5623568057166320.8752863885667360.437643194283368
2060.5828988741955090.8342022516089820.417101125804491
2070.5591777120910650.8816445758178690.440822287908935
2080.5916248493171960.8167503013656080.408375150682804
2090.6547272546459030.6905454907081950.345272745354097
2100.6361399373071120.7277201253857770.363860062692888
2110.6255353670954040.7489292658091920.374464632904596
2120.5997201404180030.8005597191639940.400279859581997
2130.574693118668360.850613762663280.42530688133164
2140.5553882860007170.8892234279985670.444611713999283
2150.5881859940778460.8236280118443080.411814005922154
2160.5815983858867130.8368032282265740.418401614113287
2170.5656523070477570.8686953859044850.434347692952243
2180.550640554895370.898718890209260.44935944510463
2190.5694409503458530.8611180993082930.430559049654147
2200.6214051158636440.7571897682727110.378594884136356
2210.6495793664048170.7008412671903670.350420633595183
2220.6317910546745710.7364178906508580.368208945325429
2230.6300147793895220.7399704412209570.369985220610478
2240.6149099906942580.7701800186114850.385090009305742
2250.5950530678194270.8098938643611460.404946932180573
2260.5732313789835720.8535372420328560.426768621016428
2270.6207248230319550.758550353936090.379275176968045
2280.5913720989359960.8172558021280090.408627901064004
2290.5617136916680570.8765726166638860.438286308331943
2300.5455267844640190.9089464310719630.454473215535981
2310.5156817064545130.9686365870909750.484318293545487
2320.5960451476978580.8079097046042840.403954852302142
2330.5875433051027570.8249133897944870.412456694897243
2340.5576533121834290.8846933756331430.442346687816572
2350.5320163590348280.9359672819303440.467983640965172
2360.5330017448659260.9339965102681490.466998255134074
2370.5571834752876250.885633049424750.442816524712375
2380.5437222512103970.9125554975792070.456277748789603
2390.6659792294667920.6680415410664160.334020770533208
2400.6578870615856520.6842258768286960.342112938414348
2410.6450544615520670.7098910768958660.354945538447933
2420.6188783538140120.7622432923719760.381121646185988
2430.5895931509585490.8208136980829020.410406849041451
2440.689883355952270.6202332880954610.31011664404773
2450.697597174065840.6048056518683210.302402825934161
2460.676760987354510.646478025290980.32323901264549
2470.6501317397840110.6997365204319780.349868260215989
2480.6230411101996470.7539177796007050.376958889800353
2490.612613823080040.774772353839920.38738617691996
2500.5998675149347930.8002649701304150.400132485065207
2510.7053443511556660.5893112976886680.294655648844334
2520.6763008753385860.6473982493228290.323699124661414
2530.6458926040160.7082147919680.354107395984
2540.6436456072689520.7127087854620960.356354392731048
2550.6159400357900030.7681199284199940.384059964209997
2560.6437966086805620.7124067826388750.356203391319438
2570.6134060027570810.7731879944858380.386593997242919
2580.5812662021906890.8374675956186220.418733797809311
2590.5707757157493650.8584485685012710.429224284250635
2600.5369913300288010.9260173399423970.463008669971199
2610.6149915372870070.7700169254259850.385008462712993
2620.586163976230250.8276720475394990.413836023769749
2630.5961787847898010.8076424304203990.403821215210199
2640.6174048804943880.7651902390112250.382595119505612
2650.5906103167076840.8187793665846310.409389683292316
2660.6034722992320550.793055401535890.396527700767945
2670.5696516353047690.8606967293904630.430348364695231
2680.6309335788890020.7381328422219970.369066421110998
2690.5976332300721550.804733539855690.402366769927845
2700.5630625222480160.8738749555039680.436937477751984
2710.5555568465198270.8888863069603460.444443153480173
2720.5346510884786020.9306978230427960.465348911521398
2730.5079302185973450.984139562805310.492069781402655
2740.4725407354361230.9450814708722460.527459264563877
2750.4776254606441620.9552509212883230.522374539355839
2760.4419414876187790.8838829752375580.558058512381221
2770.4068759052914520.8137518105829040.593124094708548
2780.3793217105639690.7586434211279370.620678289436031
2790.3463746048103980.6927492096207970.653625395189602
2800.3573827049816350.714765409963270.642617295018365
2810.325289881708380.650579763416760.67471011829162
2820.2950758630595560.5901517261191120.704924136940444
2830.2701851285725080.5403702571450160.729814871427492
2840.2418266614370820.4836533228741640.758173338562918
2850.2149396755623540.4298793511247080.785060324437646
2860.1950640472293230.3901280944586460.804935952770677
2870.2071869884615670.4143739769231330.792813011538433
2880.1844633949099930.3689267898199850.815536605090007
2890.1642262578128550.3284525156257090.835773742187145
2900.1447678218992950.289535643798590.855232178100705
2910.1272575672976270.2545151345952530.872742432702373
2920.1285602544802270.2571205089604540.871439745519773
2930.1105932023864710.2211864047729420.889406797613529
2940.09329843555145270.1865968711029050.906701564448547
2950.08163629470334160.1632725894066830.918363705296658
2960.06817580470706880.1363516094141380.931824195292931
2970.1175447412696230.2350894825392470.882455258730377
2980.1050927898203460.2101855796406930.894907210179654
2990.2325850333917820.4651700667835630.767414966608218
3000.2063971253449760.4127942506899510.793602874655024
3010.1869412957151210.3738825914302420.813058704284879
3020.1785897461341440.3571794922682870.821410253865856
3030.172492178166480.344984356332960.82750782183352
3040.1766023456825460.3532046913650920.823397654317454
3050.1687324137168170.3374648274336340.831267586283183
3060.1473045315072690.2946090630145390.85269546849273
3070.1276175600058930.2552351200117870.872382439994107
3080.148016303332750.29603260666550.85198369666725
3090.1294461460049910.2588922920099830.870553853995009
3100.1201326573409230.2402653146818450.879867342659077
3110.1933852392020360.3867704784040720.806614760797964
3120.1739394862215140.3478789724430290.826060513778486
3130.2152382607461070.4304765214922130.784761739253893
3140.1872562976865850.3745125953731710.812743702313415
3150.1728569552249430.3457139104498860.827143044775057
3160.208402274674810.4168045493496190.79159772532519
3170.2455039124644390.4910078249288780.754496087535561
3180.4237271812794720.8474543625589450.576272818720528
3190.422556753520440.845113507040880.57744324647956
3200.6790691685612420.6418616628775150.320930831438758
3210.7923870317707260.4152259364585480.207612968229274
3220.9061920323134430.1876159353731140.0938079676865572
3230.9658903855766520.0682192288466970.0341096144233485
3240.954251792603380.09149641479324110.0457482073966205
3250.9628808211146860.07423835777062710.0371191788853136
3260.9755392798824720.04892144023505660.0244607201175283
3270.987317176455630.025365647088740.01268282354437
3280.9819106155722120.03617876885557570.0180893844277879
3290.9791773138034180.04164537239316470.0208226861965823
3300.9808205118739770.03835897625204650.0191794881260232
3310.9719399566618570.05612008667628690.0280600433381435
3320.9595303281992210.08093934360155770.0404696718007788
3330.9618999082874580.07620018342508440.0381000917125422
3340.9470656323866930.1058687352266130.0529343676133066
3350.9309698448567960.1380603102864070.0690301551432037
3360.925352615914270.149294768171460.0746473840857301
3370.9410159641861140.1179680716277720.0589840358138858
3380.9163939189220570.1672121621558860.0836060810779429
3390.9248788388815850.1502423222368290.0751211611184147
3400.9079011448317040.1841977103365930.0920988551682964
3410.8724293535440410.2551412929119170.127570646455959
3420.8244869618620250.351026076275950.175513038137975
3430.7692586375259110.4614827249481780.230741362474089
3440.6963246517687780.6073506964624440.303675348231222
3450.6197096343063390.7605807313873230.380290365693661
3460.5773590937807840.8452818124384330.422640906219216
3470.5038462019121630.9923075961756740.496153798087837
3480.6184697257447930.7630605485104150.381530274255207
3490.6373378222317620.7253243555364750.362662177768238
3500.5257933172241290.948413365551740.47420668277587
3510.3850634255618720.7701268511237430.614936574438129
3520.5043376065667560.9913247868664880.495662393433244


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level00OK
5% type I error level50.0149253731343284OK
10% type I error level210.0626865671641791OK