Multiple Linear Regression - Estimated Regression Equation
y[t] = -74.2923884514436 + 64.4159961053255M1[t] + 96.5806248412497M2[t] + 113.235576157819M3[t] + 94.8518177969689M4[t] + 1.58741427482855M5[t] + 97.0843010752688M6[t] + 105.458607230548M7[t] + 91.4200101600203M8[t] + 89.7556066378799M9[t] + 52.2428160189654M10[t] + 71.8461544323089M11[t] -0.000112606891880455t + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)-74.29238845144364.822622-15.40500
M164.41599610532556.06540810.620200
M296.58062484124976.0653115.923400
M3113.2355761578196.06523418.669600
M494.85181779696896.0651815.638700
M51.587414274828556.0651470.26170.7936820.396841
M697.08430107526886.06513616.006900
M7105.4586072305486.06514717.387600
M891.42001016002036.0651815.072900
M989.75560663787996.06523414.798400
M1052.24281601896546.065318.613400
M1171.84615443230896.06540811.845200
t-0.0001126068918804550.011485-0.00980.9921820.496091


Multiple Linear Regression - Regression Statistics
Multiple R0.841137954501946
R-squared0.707513058503718
Adjusted R-squared0.697709026945184
F-TEST (value)72.165522344511
F-TEST (DF numerator)12
F-TEST (DF denominator)358
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation23.6819316670133
Sum Squared Residuals200778.531718229


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
1-45.6-9.87650495300985-35.7234950469902
216.122.2880111760224-6.18801117602236
323.938.9428498856998-15.0428498856998
439.320.558978917957818.7410210820422
5-39.4-72.705537211074533.3055372110745
6-0.322.7912369824739-23.0912369824739
717.331.165430530861-13.865430530861
817.717.12672085344170.573279146558254
931.415.462204724409415.9377952755906
10-28.6-22.050698501397-6.549301498603
11-17.2-2.44747269494538-14.7525273050546
12-79-74.2937397341461-4.70626026585393
13-47.9-9.87785623571246-38.0221437642875
149.122.2866598933198-13.1866598933198
1510.638.9414986029972-28.3414986029972
16-23.920.5576276352553-44.4576276352553
17-45-72.70688849377727.706888493777
18-42.222.7898856997714-64.9898856997714
1943.231.164079248158512.0359207518415
2032.117.125369570739114.9746304292609
21-15.315.4608534417069-30.7608534417069
2221.8-22.052049784099643.8520497840996
23-12-2.44882397764795-9.55117602235205
24-95.8-74.2950910168487-21.5049089831513
25-14.3-9.87920751841504-4.42079248158496
2647.822.285308610617225.5146913893828
2764.838.940147320294625.8598526797054
2840.220.556276352552719.6437236474473
29-28.8-72.708239776479643.9082397764796
3023.522.78853441706880.711465582931162
3170.331.162727965455939.1372720345441
3212.317.1240182880366-4.82401828803657
3343.515.459502159004328.0404978409957
34-30.1-22.0534010668021-8.04659893319787
35-5.3-2.45017526035052-2.84982473964948
36-24-74.296442299551350.2964422995513
3711.1-9.880558801117620.9805588011176
3821.522.2839573279147-0.783957327914657
3938.538.9387960375921-0.438796037592075
4016.820.5549250698501-3.75492506985014
41-36.2-72.709591059182136.5095910591821
42622.7871831343663-16.7871831343663
4326.631.1613766827534-4.56137668275337
44-817.122667005334-25.122667005334
4513.215.4581508763018-2.25815087630176
46-23.6-22.0547523495047-1.54524765049531
4719.4-2.4515265430530921.8515265430531
48-46.2-74.297793582253828.0977935822538
49-8.2-9.881910083820171.68191008382017
5033.822.282606045212111.5173939547879
5116.638.9374447548895-22.3374447548895
525.420.5535737871476-15.1535737871476
53-25-72.710942341884747.7109423418847
54-5.322.7858318516637-28.0858318516637
5516.731.1600254000508-14.4600254000508
561917.12131572263141.87868427736856
5724.815.45679959359929.34320040640081
58-11.4-22.056103632207310.6561036322073
594.9-2.452877825755647.35287782575564
60-58.7-74.299144864956415.5991448649564
6116.8-9.8832613665227326.6832613665227
6213.622.2812547625095-8.68125476250953
636.438.9360934721869-32.5360934721869
6422.820.5522225044452.24777749555499
65-19.6-72.712293624587353.1122936245873
662.222.7844805689611-20.5844805689611
6719.831.1586741173482-11.3586741173482
68-10.717.1199644399289-27.8199644399289
694.715.4554483108966-10.7554483108966
70-44.5-22.0574549149098-22.4425450850902
71-34.7-2.45422910845821-32.2457708915418
72-119.7-74.300496147659-45.399503852341
73-42.2-9.8846126492253-32.3153873507747
74-5.422.279903479807-27.679903479807
7519.138.9347421894844-19.8347421894844
7618.820.5508712217424-1.75087122174245
77-2.3-72.713644907289870.4136449072898
780.222.7831292862586-22.5831292862586
7920.931.1573228346457-10.2573228346457
803.717.1186131572263-13.4186131572263
8150.415.454097028194134.9459029718059
82-18.6-22.05880619761243.45880619761239
8310.6-2.4555803911607813.0555803911608
84-66-74.30184743036158.30184743036153
8510-9.8859639319278619.8859639319279
8627.222.27855219710444.92144780289561
8713.538.9333909067818-25.4333909067818
8847.220.549519939039926.6504800609601
89-20.3-72.714996189992452.4149961899924
9023.122.7817780035560.31822199644399
9112.631.1559715519431-18.5559715519431
9219.817.11726187452372.68273812547626
935.415.4527457454915-10.0527457454915
94-25.2-22.060157480315-3.13984251968504
95-6.5-2.45693167386335-4.04306832613665
96-46.5-74.303198713064127.8031987130641
97-2.6-9.887315214630437.28731521463043
98-0.322.2772009144018-22.5772009144018
9938.538.9320396240793-0.432039624079249
100-8.920.5481686563373-29.4481686563373
101-38-72.716347472694934.7163474726949
10219.522.7804267208534-3.28042672085345
10351.731.154620269240520.5453797307595
10419.417.11591059182122.28408940817882
10518.215.45139446278892.74860553721107
106-50.8-22.0615087630175-28.7384912369825
107-6.1-2.45828295656591-3.64171704343409
108-54.6-74.304549995766719.7045499957667
10912.1-9.8886664973329921.988666497333
11026.322.27584963169934.02415036830074
11119.538.9306883413767-19.4306883413767
112-0.820.5468173736347-21.3468173736347
113-49.6-72.717698755397523.1176987553975
11428.822.77907543815096.02092456184912
11531.731.1532689865380.546731013462026
1162.317.1145593091186-14.8145593091186
1173.815.4500431800864-11.6500431800864
118-66.2-22.0628600457201-44.1371399542799
119-20.5-2.45963423926847-18.0403657607315
120-113.2-74.3059012784692-38.8940987215308
121-65.2-9.89001778003556-55.3099822199644
122-3.922.2744983489967-26.1744983489967
1239.138.9293370586741-29.8293370586741
12423.220.54546609093222.65453390906782
125-39.1-72.719050038100133.6190500381001
12612.522.7777241554483-10.2777241554483
12749.131.151917703835417.9480822961646
12854.917.11320802641637.786791973584
12930.815.448691897383815.3513081026162
130-3.5-22.064211328422718.5642113284227
131-28.3-2.46098552197104-25.839014478029
132-61-74.307252561171813.3072525611718
133-2-9.891369062738137.89136906273813
1344022.273147066294117.7268529337059
1357438.927985775971535.0720142240285
13623.120.54411480822962.55588519177038
137-45.3-72.720401320802627.4204013208026
13817.522.7763728727457-5.27637287274575
13925.831.1505664211328-5.35056642113284
14015.217.1118567437135-1.91185674371348
141-3.615.4473406146812-19.0473406146812
142-40.5-22.0655626111252-18.4344373888748
14311.5-2.4623368046736213.9623368046736
144-59.8-74.308603843874414.5086038438744
14523.3-9.892720345440733.1927203454407
146-27.822.2717957835916-50.0717957835916
14755.738.92663449326916.773365506731
14822.720.54276352552712.15723647447295
149-79.2-72.7217526035052-6.4782473964948
15028.822.77502159004326.02497840995681
15117.331.1492151384303-13.8492151384303
15239.617.110505461010922.4894945389891
153-22.215.4459893319787-37.6459893319787
154-43-22.0669138938278-20.9330861061722
155-50.3-2.46368808737618-47.8363119126238
156-86.5-74.3099551265769-12.1900448734231
157-31.9-9.89407162814326-22.0059283718567
15823.122.2704445008890.829555499110998
15953.638.925283210566414.6747167894336
16021.620.54141224282451.05858775717551
161-64.2-72.72310388620788.52310388620776
16235.222.773670307340612.4263296926594
16352.131.147863855727720.9521361442723
16440.617.109154178308423.4908458216916
16517.115.44463804927611.65536195072391
166-7.8-22.068265176530414.2682651765304
167-10-2.46503937007874-7.53496062992126
168-58-74.311306409279516.3113064092795
16914-9.8954229108458223.8954229108458
17015.822.2690932181864-6.46909321818644
1714638.92393192786397.07606807213614
172-8.920.5400609601219-29.4400609601219
173-26.7-72.724455168910346.0244551689103
1743922.77231902463816.227680975362
175-1.331.1465125730251-32.4465125730251
17638.717.107802895605821.5921971043942
17722.115.44328676657356.65671323342647
178-49.2-22.0696164592329-27.1303835407671
179-3.4-2.4663906527813-0.933609347218698
180-86.7-74.3126576919821-12.387342308018
181-24.3-9.89677419354839-14.4032258064516
18242.822.267741935483920.5322580645161
18344.938.92258064516135.97741935483871
1844.420.5387096774194-16.1387096774194
185-60.5-72.725806451612912.2258064516129
18641.422.770967741935518.6290322580645
18738.531.14516129032267.35483870967741
18828.517.106451612903211.3935483870968
1897.615.441935483871-7.84193548387097
190-46.4-22.0709677419355-24.3290322580645
1917-2.467741935483879.46774193548387
192-73-74.31400897468461.31400897468462
1935.7-9.8981254762509515.598125476251
19423.622.26639065278131.3336093472187
19539.438.92122936245870.478770637541274
19630.320.53735839471689.76264160528321
197-92.5-72.7271577343155-19.7728422656845
19877.822.769616459232955.0303835407671
19912.431.14381000762-18.74381000762
20028.917.105100330200711.7948996697993
2016.415.4405842011684-9.04058420116841
202-12-22.07231902463810.072319024638
203-9.1-2.46909321818644-6.63090678181356
204-53.2-74.315360257387221.1153602573872
205-23.1-9.89947675895352-13.2005232410465
20647.322.265039370078725.0349606299213
20720.738.9198780797562-18.2198780797562
20827.820.53600711201427.26399288798577
209-84.3-72.728509017018-11.571490982982
21062.822.768265176530340.0317348234697
21126.431.1424587249175-4.74245872491745
21232.317.103749047498115.1962509525019
21313.315.4392329184658-2.13923291846584
214-17.9-22.07367030734064.17367030734062
21510-2.47044450088912.470444500889
216-45.6-74.316711540089728.7167115400897
21713.5-9.9008280416560823.4008280416561
21811.922.2636880873762-10.3636880873762
2192638.9185267970536-12.9185267970536
220-6.320.5346558293117-26.8346558293117
221-79.9-72.7298602997206-7.17013970027941
22254.222.766913893827831.4330861061722
22322.931.1411074422149-8.24110744221489
22431.817.102397764795514.6976022352045
2253.815.4378816357633-11.6378816357633
226-11.4-22.075021590043210.6750215900432
227-8.6-2.47179578359157-6.12820421640843
228-49.4-74.318062822792324.9180628227923
229-2.5-9.902179324358657.40217932435865
2302322.26233680467360.73766319532639
2312938.917175514351-9.91717551435103
23220.620.53330454660910.0666954533909062
233-117-72.7312115824232-44.2687884175768
23437.922.765562611125215.1344373888748
23530.731.1397561595123-0.43975615951232
2364.717.101046482093-12.401046482093
237-5.715.4365303530607-21.1365303530607
2384.9-22.076372872745726.9763728727457
23918.3-2.4731470662941320.7731470662941
240-35.4-74.319414105494938.9194141054949
241-21.3-9.90353060706122-11.3964693929388
24235.822.26098552197113.539014478029
24343.838.91582423164854.88417576835153
24418.720.5319532639065-1.83195326390653
245-131.1-72.7325628651258-58.3674371348742
24639.822.764211328422717.0357886715773
24744.531.138404876809813.3615951231902
24816.517.0996951993904-0.599695199390395
2499.715.4351790703581-5.73517907035814
250-6.6-22.077724155448315.4777241554483
25115.8-2.474498348996718.2744983489967
252-45.7-74.320765388197428.6207653881974
253-4.8-9.904881889763785.10488188976378
25417.622.2596342392685-4.65963423926848
25520.538.9144729489459-18.4144729489459
25624.220.5306019812043.66939801879603
257-109-72.7339141478283-36.2660858521717
25820.822.7628600457201-1.96286004572009
25931.231.13705359410720.0629464058928114
260-8.817.0983439166878-25.8983439166878
26111.815.4338277876556-3.63382778765558
26213-22.079075438150935.0790754381509
2638.3-2.4758496316992610.7758496316993
264-77.9-74.3221166709-3.5778833291
265-38.8-9.90623317246634-28.8937668275337
2666.122.2582829565659-16.1582829565659
26718.138.9131216662433-20.8131216662433
26816.820.5292506985014-3.7292506985014
269-128.5-72.7352654305309-55.7647345694691
27015.922.7615087630175-6.86150876301753
2712931.1357023114046-2.13570231140463
272-7.217.0969926339853-24.2969926339853
2733.315.432476504953-12.132476504953
274-34.8-22.0804267208534-12.7195732791466
275-2.9-2.47720091440183-0.422799085598174
276-77.8-74.3234679536026-3.47653204639742
277-2.8-9.907584455168927.10758445516892
27826.722.25693167386334.44306832613665
27948.138.91177038354089.18822961645923
2803020.52789941579889.47210058420116
281-109.6-72.7366167132334-36.8633832867666
2821622.760157480315-6.76015748031496
28326.931.1343510287021-4.23435102870206
28422.117.09564135128275.0043586487173
2852715.431125222250511.5688747777495
286-24.5-22.081778003556-2.41822199644399
28712-2.478552197104414.4785521971044
288-75.2-74.3248192363051-0.875180763694863
2893.5-9.9089357378714813.4089357378715
29019.722.2555803911608-2.55558039116078
29151.838.910419100838212.8895808991618
29235.320.526548133096314.7734518669037
293-108.2-72.737967995936-35.462032004064
29425.322.75880619761242.5411938023876
29531.631.13299974599950.467000254000506
29619.917.09429006858012.80570993141986
29718.815.42977393954793.37022606045212
29820.4-22.083129286258642.4831292862586
29915-2.4799034798069617.479903479807
300-55.9-74.326170519007718.4261705190077
301-17-9.91028702057404-7.08971297942596
30233.322.254229108458211.0457708915418
30333.838.9090678181356-5.10906781813564
30437.520.525196850393716.9748031496063
305-104.8-72.7393192786386-32.0606807213614
30629.722.75745491490986.94254508509016
30734.231.13164846329693.06835153670307
3084.317.0929387858776-12.7929387858776
30940.215.428422656845324.7715773431547
310-29.3-22.0844805689611-7.21551943103886
311-0.2-2.481254762509532.28125476250952
312-95-74.3275218017103-20.6724781982897
313-13.2-9.91163830327661-3.28836169672339
31438.522.252877825755616.2471221742444
31545.438.90771653543316.49228346456693
31615.720.5238455676911-4.82384556769114
317-123.6-72.7406705613411-50.8593294386589
3181222.7561036322073-10.7561036322073
31937.531.13029718059446.36970281940564
320-31.717.091587503175-48.791587503175
32115.815.42707137414270.372928625857252
322-64.1-22.0858318516637-42.0141681483363
323-42.1-2.48260604521209-39.6173939547879
324-207.4-74.3288730844129-133.071126915587
325-12.9-9.91298958597918-2.98701041402082
326-522.2515265430531-27.2515265430531
32753.938.906365252730514.9936347472695
32819.720.5224942849886-0.822494284988573
329-94.6-72.7420218440437-21.8579781559563
3303622.754752349504713.2452476504953
33151.331.128945897891820.1710541021082
33217.417.09023622047240.309763779527561
33327.815.425720091440212.3742799085598
3341.3-22.087183134366323.3871831343663
3353.6-2.483957327914656.08395732791465
336-97.9-74.3302243671154-23.5697756328846
33714.1-9.9143408686817424.0143408686817
33850.822.250175260350528.5498247396495
33963.538.905013970027924.5949860299721
34058.620.52114300228638.078856997714
341-135.1-72.7433731267462-62.3566268732538
3427.822.7534010668021-14.9534010668021
34325.531.1275946151892-5.62759461518923
34429.617.088884937769912.5111150622301
34519.315.42436880873763.87563119126239
346-26.2-22.0885344170688-4.11146558293116
3477.3-2.485308610617229.78530861061722
348-82.6-74.331575649818-8.26842435018203
349-26.1-9.91569215138431-16.1843078486157
35055.322.24882397764833.051176022352
35198.838.903662687325459.8963373126746
35241.720.519791719583421.1802082804166
353-130.2-72.7447244094488-57.4552755905511
35451.222.752049784099628.4479502159004
35518.431.1262433324867-12.7262433324867
3563217.087533655067314.9124663449327
35721.615.42301752603516.17698247396495
358-12.5-22.08988569977149.5898856997714
35946.6-2.4866598933197849.0866598933198
360-101.7-74.3329269325205-27.3670730674795
36115.8-9.9170434340868725.7170434340869
3622622.24747269494543.75252730505461
36379.138.902311404622840.1976885953772
36423.120.51844043688092.58155956311913
365-86.9-72.7460756921514-14.1539243078486
366-11.222.750698501397-33.950698501397
36750.731.124892049784119.5751079502159
36813.417.0861823723647-3.68618237236474
36933.715.421666243332518.2783337566675
370-16.9-22.0912369824745.19123698247397
371-9.6-2.48801117602235-7.11198882397765


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
160.4534293616467560.9068587232935130.546570638353244
170.3212482613681560.6424965227363130.678751738631844
180.2675571581651670.5351143163303340.732442841834833
190.4022343382674470.8044686765348930.597765661732553
200.3746557988360240.7493115976720470.625344201163976
210.3858786763000760.7717573526001520.614121323699924
220.6408129437462730.7183741125074550.359187056253727
230.5638519300176140.8722961399647720.436148069982386
240.4816844961062890.9633689922125790.518315503893711
250.5598739697917560.8802520604164880.440126030208244
260.5962307760117580.8075384479764840.403769223988242
270.6639749038899290.6720501922201410.336025096110071
280.6311270234881930.7377459530236130.368872976511807
290.5720013676894320.8559972646211350.427998632310568
300.5768184500826610.8463630998346770.423181549917339
310.5599948407613290.8800103184773420.440005159238671
320.5572365396647710.8855269206704580.442763460335229
330.5244686203460530.9510627593078950.475531379653947
340.5875989120980410.8248021758039170.412401087901959
350.5261993280208140.9476013439583710.473800671979186
360.6405580278386550.718883944322690.359441972161345
370.6247938603814770.7504122792370450.375206139618523
380.6157916663517720.7684166672964560.384208333648228
390.5767259302336580.8465481395326850.423274069766342
400.5520475061489010.8959049877021970.447952493851099
410.5286986496005080.9426027007989840.471301350399492
420.4778525136078780.9557050272157560.522147486392122
430.4982506364414630.9965012728829250.501749363558537
440.5678776042627120.8642447914745770.432122395737288
450.5364876366068170.9270247267863670.463512363393183
460.514198980975110.9716020380497810.48580101902489
470.4937947812072240.9875895624144480.506205218792776
480.4559678470573060.9119356941146130.544032152942694
490.406192686468970.812385372937940.59380731353103
500.3603996470944420.7207992941888840.639600352905558
510.3786446520201820.7572893040403640.621355347979818
520.3698291216272230.7396582432544450.630170878372777
530.3513652582430190.7027305164860380.648634741756981
540.3254740209060920.6509480418121850.674525979093908
550.3433375170739440.6866750341478870.656662482926056
560.3012772376132070.6025544752264130.698722762386793
570.2625842967082140.5251685934164280.737415703291786
580.2279365746804310.4558731493608630.772063425319569
590.1949133089896540.3898266179793070.805086691010346
600.1680099957130930.3360199914261860.831990004286907
610.1775452557923520.3550905115847040.822454744207648
620.1699811514362380.3399623028724760.830018848563762
630.1962878049202190.3925756098404380.803712195079781
640.1670432842617450.334086568523490.832956715738255
650.1688618168794780.3377236337589570.831138183120522
660.1469604113265160.2939208226530320.853039588673484
670.141673541294690.2833470825893810.85832645870531
680.1594593723836780.3189187447673560.840540627616322
690.1497786467876060.2995572935752120.850221353212394
700.1717474968327430.3434949936654850.828252503167257
710.2035278957095560.4070557914191110.796472104290444
720.3618428042539630.7236856085079270.638157195746037
730.3762297821492170.7524595642984340.623770217850783
740.3868580089969850.7737160179939690.613141991003015
750.3574650842007940.7149301684015870.642534915799206
760.3221699276810320.6443398553620640.677830072318968
770.4226031727673560.8452063455347130.577396827232644
780.3976363928697420.7952727857394840.602363607130258
790.3671631534969220.7343263069938440.632836846503078
800.3357842022166890.6715684044333790.664215797783311
810.3774189753785720.7548379507571450.622581024621428
820.3415684942654930.6831369885309850.658431505734507
830.3249680070430290.6499360140860580.675031992956971
840.2931950062842660.5863900125685320.706804993715734
850.3009804087982270.6019608175964540.699019591201773
860.270731673187140.5414633463742790.72926832681286
870.2593714614402640.5187429228805270.740628538559736
880.2730576063657330.5461152127314670.726942393634267
890.3017139667675210.6034279335350410.698286033232479
900.2942946027368260.5885892054736510.705705397263174
910.2875155212012370.5750310424024740.712484478798763
920.2596033203927620.5192066407855240.740396679607238
930.2462285721658350.4924571443316690.753771427834165
940.2208325496093960.4416650992187920.779167450390604
950.1954315231974230.3908630463948460.804568476802577
960.1971332004061660.3942664008123330.802866799593834
970.1765675015473310.3531350030946620.823432498452669
980.1781054357818030.3562108715636060.821894564218197
990.1605893736054160.3211787472108320.839410626394584
1000.1815342192542920.3630684385085830.818465780745709
1010.1934910389788080.3869820779576170.806508961021192
1020.1814395973207610.3628791946415220.818560402679239
1030.178389432697530.3567788653950610.82161056730247
1040.157569608969460.3151392179389190.84243039103054
1050.1380056816833840.2760113633667670.861994318316616
1060.1579489178899960.3158978357799930.842051082110004
1070.1382179928807110.2764359857614230.861782007119289
1080.1277899698866750.255579939773350.872210030113325
1090.1287730845396850.257546169079370.871226915460315
1100.112279034006160.2245580680123210.88772096599384
1110.1034808262932510.2069616525865030.896519173706749
1120.1021489111080020.2042978222160040.897851088891998
1130.1141573436036880.2283146872073770.885842656396312
1140.111993727045690.2239874540913810.88800627295431
1150.0966504819586610.1933009639173220.903349518041339
1160.08751634864380120.1750326972876020.912483651356199
1170.08092593608982920.1618518721796580.919074063910171
1180.1252965827826910.2505931655653810.874703417217309
1190.118093673922220.2361873478444390.88190632607778
1200.1738297295720520.3476594591441030.826170270427948
1210.2969596780581940.5939193561163880.703040321941806
1220.3004577693219710.6009155386439430.699542230678029
1230.3070323146238040.6140646292476080.692967685376196
1240.2834779025791060.5669558051582110.716522097420894
1250.3083021810150480.6166043620300950.691697818984953
1260.2925812158529970.5851624317059940.707418784147003
1270.2866783329937140.5733566659874280.713321667006286
1280.3659931794651450.7319863589302890.634006820534855
1290.3490615516394260.6981231032788520.650938448360574
1300.3494345252326040.6988690504652070.650565474767396
1310.3554427812703080.7108855625406160.644557218729692
1320.334364427130180.6687288542603610.66563557286982
1330.3142965956955820.6285931913911630.685703404304418
1340.3109239551002990.6218479102005970.689076044899701
1350.3931787130157530.7863574260315060.606821286984247
1360.3640472125686410.7280944251372810.63595278743136
1370.4016817156574680.8033634313149370.598318284342532
1380.3807299159059980.7614598318119950.619270084094002
1390.3537465838040860.7074931676081720.646253416195914
1400.3249933780482440.6499867560964880.675006621951756
1410.3238125883255030.6476251766510060.676187411674497
1420.3143426405965190.6286852811930390.685657359403481
1430.3028616799030170.6057233598060330.697138320096983
1440.2847280196101930.5694560392203850.715271980389808
1450.3259577962605250.6519155925210490.674042203739475
1460.4532696202829280.9065392405658560.546730379717072
1470.4525241398057380.9050482796114760.547475860194262
1480.4225277134596170.8450554269192330.577472286540384
1490.4853938014892930.9707876029785860.514606198510707
1500.4717496227512510.9434992455025030.528250377248749
1510.4547972811454910.9095945622909810.545202718854509
1520.4568931894653970.9137863789307940.543106810534603
1530.522860859676540.9542782806469210.47713914032346
1540.5193184203646850.9613631592706310.480681579635315
1550.6310203806085690.7379592387828620.368979619391431
1560.6140071768589460.7719856462821070.385992823141054
1570.6150148522428280.7699702955143440.384985147757172
1580.5897751384408990.8204497231182020.410224861559101
1590.5819915462297560.8360169075404880.418008453770244
1600.5530966786339370.8938066427321260.446903321366063
1610.5792243294858740.8415513410282520.420775670514126
1620.5750616984746590.8498766030506810.424938301525341
1630.5716494170157520.8567011659684970.428350582984248
1640.5750933619998360.8498132760003290.424906638000164
1650.5451232279402990.9097535441194010.454876772059701
1660.530498449991750.93900310001650.46950155000825
1670.506758461296630.9864830774067390.49324153870337
1680.4909398226065170.9818796452130350.509060177393483
1690.4965563312559590.9931126625119170.503443668744041
1700.4713691644489860.9427383288979730.528630835551014
1710.446841920050940.893683840101880.55315807994906
1720.476613428657220.953226857314440.52338657134278
1730.6256726669702260.7486546660595470.374327333029774
1740.6210020285935790.7579959428128410.378997971406421
1750.6629933236005690.6740133527988620.337006676399431
1760.6612909949248750.6774180101502510.338709005075125
1770.6350835616229170.7298328767541660.364916438377083
1780.6566058709158380.6867882581683250.343394129084162
1790.6317921024221170.7364157951557650.368207897577883
1800.6158089428934580.7683821142130850.384191057106542
1810.602455868752250.79508826249550.39754413124775
1820.6002182565937910.7995634868124180.399781743406209
1830.57453330383580.8509333923283990.4254666961642
1840.5668383961604920.8663232076790150.433161603839508
1850.6236123538344730.7527752923310540.376387646165527
1860.6204724446705840.7590551106588320.379527555329416
1870.5938300962661220.8123398074677560.406169903733878
1880.5720562568927280.8558874862145430.427943743107272
1890.5471716501098710.9056566997802590.452828349890129
1900.5643362982842330.8713274034315350.435663701715767
1910.5420523828224380.9158952343551250.457947617177562
1920.5126444083788440.9747111832423120.487355591621156
1930.4963824066229490.9927648132458990.503617593377051
1940.4675672647922240.9351345295844490.532432735207776
1950.4395935161826360.8791870323652720.560406483817364
1960.4155230897901060.8310461795802130.584476910209894
1970.4845153532993350.9690307065986710.515484646700665
1980.6433058891813640.7133882216372730.356694110818636
1990.639159962596460.721680074807080.36084003740354
2000.6198871093979280.7602257812041430.380112890602072
2010.5970023870004940.8059952259990120.402997612999506
2020.5740843649817050.851831270036590.425915635018295
2030.5515397317854210.8969205364291590.448460268214579
2040.5530433451789580.8939133096420830.446956654821041
2050.536972310717940.9260553785641190.46302768928206
2060.5427576043532590.9144847912934830.457242395646741
2070.5434797867262450.9130404265475090.456520213273755
2080.515570199944540.9688596001109210.48442980005546
2090.5647719761207240.8704560477585530.435228023879276
2100.6314648174832320.7370703650335360.368535182516768
2110.6041322750024970.7917354499950060.395867724997503
2120.5936646829451960.8126706341096080.406335317054804
2130.5639869068632120.8720261862735750.436013093136788
2140.535389512173850.92922097565230.46461048782615
2150.5130969759754070.9738060480491850.486903024024593
2160.5504121054670160.8991757890659670.449587894532984
2170.5543258618477010.8913482763045980.445674138152299
2180.5331664733633240.9336670532733510.466833526636676
2190.5216139466816040.9567721066367920.478386053318396
2200.550517968841950.8989640623160990.44948203115805
2210.604957438952440.790085122095120.39504256104756
2220.6384585035233050.723082992953390.361541496476695
2230.6139581995919460.7720836008161070.386041800408054
2240.6085810166702440.7828379666595120.391418983329756
2250.5879708453612610.8240583092774790.412029154638739
2260.5630946545476840.8738106909046310.436905345452315
2270.538351115943290.9232977681134190.46164888405671
2280.5754786670848160.8490426658303690.424521332915184
2290.5488037803983060.9023924392033890.451196219601694
2300.5175850397184480.9648299205631040.482414960281552
2310.5017556925106190.9964886149787610.498244307489381
2320.4719355996012290.9438711992024580.528064400398771
2330.5673171682883720.8653656634232550.432682831711628
2340.5535961521386810.8928076957226380.446403847861319
2350.5220244291821490.9559511416357010.477975570817851
2360.498849496859730.9976989937194590.50115050314027
2370.5007208475595160.9985583048809690.499279152440484
2380.5121713775103060.9756572449793880.487828622489694
2390.5041544889958440.9916910220083120.495845511004156
2400.6383602576005060.7232794847989870.361639742399494
2410.6151268314198310.7697463371603380.384873168580169
2420.5950434700029810.8099130599940380.404956529997019
2430.5655179029770930.8689641940458140.434482097022907
2440.5359236998959890.9281526002080230.464076300104011
2450.65658824351250.6868235129750.3434117564875
2460.652162097743230.695675804513540.34783790225677
2470.6342504605369470.7314990789261060.365749539463053
2480.6098058432268060.7803883135463880.390194156773194
2490.5808326758029040.8383346483941930.419167324197096
2500.5643026617680220.8713946764639570.435697338231978
2510.55255282801680.8948943439664010.4474471719832
2520.6637292846010510.6725414307978980.336270715398949
2530.6374553380445720.7250893239108570.362544661955428
2540.6069257542446290.7861484915107420.393074245755371
2550.6143091337784910.7713817324430180.385690866221509
2560.5826186927025610.8347626145948780.417381307297439
2570.6172369194668390.7655261610663220.382763080533161
2580.5870094307480810.8259811385038380.412990569251919
2590.5543658243887560.8912683512224880.445634175611244
2600.5480823437129680.9038353125740640.451917656287032
2610.5158139789971750.9683720420056510.484186021002825
2620.5793468128820680.8413063742358650.420653187117932
2630.5549574184165070.8900851631669860.445042581583493
2640.5617272435600050.8765455128799910.438272756439995
2650.5785227964195520.8429544071608970.421477203580448
2660.5645395091518840.8709209816962320.435460490848116
2670.595346922043850.80930615591230.40465307795615
2680.5672068918787420.8655862162425170.432793108121258
2690.631201858921770.7375962821564610.36879814107823
2700.5987057343059390.8025885313881210.401294265694061
2710.5644033599894270.8711932800211450.435596640010573
2720.55476376895510.8904724620897990.4452362310449
2730.5380752560717420.9238494878565160.461924743928258
2740.5131965420017030.9736069159965930.486803457998297
2750.4786435826363420.9572871652726850.521356417363657
2760.4808049782345580.9616099564691160.519195021765442
2770.4479509028293520.8959018056587040.552049097170648
2780.4136146253262660.8272292506525310.586385374673734
2790.3876056841868970.7752113683737940.612394315813103
2800.3562745024372220.7125490048744450.643725497562778
2810.3618598494241610.7237196988483220.638140150575839
2820.3291764075255220.6583528150510440.670823592474478
2830.2982549002742690.5965098005485380.701745099725731
2840.2740180500792640.5480361001585280.725981949920736
2850.2481104696852070.4962209393704140.751889530314793
2860.2200652263771270.4401304527542540.779934773622873
2870.2020037967565490.4040075935130990.797996203243451
2880.2190488257300560.4380976514601120.780951174269944
2890.2020060635463480.4040121270926970.797993936453652
2900.1788970587091540.3577941174183080.821102941290846
2910.1598699606584020.3197399213168040.840130039341598
2920.1420756429927420.2841512859854850.857924357007258
2930.1418075088113570.2836150176227150.858192491188643
2940.1235978659917460.2471957319834920.876402134008254
2950.1050294327247030.2100588654494060.894970567275297
2960.09272409211999210.1854481842399840.907275907880008
2970.07787336585222890.1557467317044580.922126634147771
2980.1326047781152160.2652095562304320.867395221884784
2990.1283677494513690.2567354989027380.871632250548631
3000.2769248206348940.5538496412697880.723075179365106
3010.2447331257191370.4894662514382740.755266874280863
3020.2204378946711730.4408757893423470.779562105328827
3030.2130024114208270.4260048228416540.786997588579173
3040.1974106583805450.394821316761090.802589341619455
3050.2014927992076780.4029855984153550.798507200792322
3060.1925362087287260.3850724174574530.807463791271274
3070.1689922732077020.3379845464154030.831007726792299
3080.1462857687540580.2925715375081150.853714231245942
3090.1580993278404790.3161986556809590.841900672159521
3100.1370013000903520.2740026001807030.862998699909648
3110.1207948528740410.2415897057480810.879205147125959
3120.1568283648292420.3136567296584840.843171635170758
3130.1325652980714440.2651305961428880.867434701928556
3140.1270931174693590.2541862349387190.872906882530641
3150.1096783914032220.2193567828064450.890321608596778
3160.09036689423533790.1807337884706760.909633105764662
3170.08980729065782970.1796145813156590.91019270934217
3180.07430133309564850.1486026661912970.925698666904352
3190.06537798800223820.1307559760044760.934622011997762
3200.08846302138969450.1769260427793890.911536978610306
3210.07167477951077680.1433495590215540.928325220489223
3220.08915409045869220.1783081809173840.910845909541308
3230.1237462953058630.2474925906117260.876253704694137
3240.8727120777132050.2545758445735910.127287922286795
3250.8494581608341650.301083678331670.150541839165835
3260.9206348351003980.1587303297992040.0793651648996021
3270.9282189608084850.143562078383030.0717810391915148
3280.928715189743850.14256962051230.0712848102561502
3290.921723398055570.1565532038888610.0782766019444303
3300.9109144135577840.1781711728844310.0890855864422155
3310.9013802143441580.1972395713116850.0986197856558424
3320.8757877089449680.2484245821100640.124212291055032
3330.8425265299349520.3149469401300960.157473470065048
3340.8304839556614740.3390320886770530.169516044338526
3350.7955675451487510.4088649097024990.204432454851249
3360.7520514064340120.4958971871319750.247948593565988
3370.7289989792220440.5420020415559130.271001020777956
3380.6868294702051110.6263410595897770.313170529794889
3390.6787866946664960.6424266106670080.321213305333504
3400.6841410691777270.6317178616445470.315858930822274
3410.6962255364173010.6075489271653980.303774463582699
3420.6445905250185380.7108189499629230.355409474981462
3430.5833894909417780.8332210181164430.416610509058222
3440.5084878369985380.9830243260029240.491512163001462
3450.4416273208856110.8832546417712230.558372679114389
3460.3885127313708130.7770254627416250.611487268629187
3470.347748458624480.6954969172489590.65225154137552
3480.2775910750802820.5551821501605630.722408924919718
3490.3732734923692820.7465469847385640.626726507630718
3500.3113058079065960.6226116158131920.688694192093404
3510.2451205146895440.4902410293790880.754879485310456
3520.1733500525142310.3467001050284620.826649947485769
3530.2859588115272960.5719176230545930.714041188472704
3540.412449450607780.824898901215560.58755054939222
3550.5208405914527630.9583188170944750.479159408547237


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