Multiple Linear Regression - Estimated Regression Equation
Group[t] = + 0.0761928261752459 + 7.32009843802612e-07Costs[t] + 0.0001518049473316Trades[t] + 8.28576137963525e-07Dividends[t] + 1.68976894851889e-07`Wealth `[t] -0.0244610052209563M1[t] + 0.0377799205961304M2[t] + 0.102111416123679M3[t] + 0.200028069046625M4[t] + 0.0592382954538094M5[t] + 0.0911585426152266M6[t] + 0.0702732756616937M7[t] + 0.0572242088453046M8[t] -0.00739757344270558M9[t] + 0.183110754289409M10[t] + 0.0121927684361800M11[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)0.07619282617524590.0871430.87430.3824380.191219
Costs7.32009843802612e-073e-060.2150.829860.41493
Trades0.00015180494733160.0003080.49350.6219120.310956
Dividends8.28576137963525e-071e-061.08590.2781410.139071
`Wealth `1.68976894851889e-0702.3650.0184870.009243
M1-0.02446100522095630.104844-0.23330.8156370.407819
M20.03777992059613040.1042970.36220.7173610.35868
M30.1021114161236790.1044710.97740.3289360.164468
M40.2000280690466250.1046641.91120.0566740.028337
M50.05923829545380940.1046640.5660.5717090.285855
M60.09115854261522660.1044930.87240.38350.19175
M70.07027327566169370.1042670.6740.5007050.250352
M80.05722420884530460.104640.54690.5847650.292382
M9-0.007397573442705580.104262-0.0710.943470.471735
M100.1831107542894090.1044851.75250.0804260.040213
M110.01219276843618000.1051030.1160.9077030.453851


Multiple Linear Regression - Regression Statistics
Multiple R0.275541529327050
R-squared0.0759231343838893
Adjusted R-squared0.0425227657471624
F-TEST (value)2.27312264752685
F-TEST (DF numerator)15
F-TEST (DF denominator)415
p-value0.0042973313924235
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation0.439098732002138
Sum Squared Residuals80.0151940250423


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
111.57307988355429-0.573079883554292
210.9811012690702110.0188987309297888
311.13305762295241-0.133057622952406
400.201058219472366-0.201058219472366
510.5769998533022840.423000146697716
610.6532631369100830.346736863089917
700.587663050767355-0.587663050767355
810.8336522368837330.166347763116267
910.3693190667657760.630680933234224
1010.5713173134284820.428682686571518
1100.534359218518887-0.534359218518887
1200.308383558422506-0.308383558422506
1310.34605391447640.6539460855236
1400.113593100672637-0.113593100672637
1510.5077117132772280.492288286722772
1600.616567094637816-0.616567094637816
1700.529469707536083-0.529469707536083
1810.4844017812484390.515598218751561
1910.4104093378780370.589590662121963
2000.381619495650889-0.381619495650889
2110.3127186733816540.687281326618346
2210.4748284910890520.525171508910948
2300.369479576311417-0.369479576311417
2400.273944569106822-0.273944569106822
2500.259999864307775-0.259999864307775
2600.279593376323493-0.279593376323493
2710.3995771422943590.600422857705641
2800.323557979167653-0.323557979167653
2900.306334693734467-0.306334693734467
3000.35298880179697-0.35298880179697
3110.3417900429462210.658209957053779
3210.3457035330042540.654296466995746
3310.2647456777931470.735254322206853
3410.4556848326663180.544315167333682
3500.482160312652062-0.482160312652062
3600.261946383914723-0.261946383914723
3700.256660953243654-0.256660953243654
3810.3412249974310980.658775002568902
3910.469276720898710.53072327910129
4000.405521263313425-0.405521263313425
4100.430170499941631-0.430170499941631
4200.329711485968228-0.329711485968228
4300.346593149494830-0.346593149494830
4400.321672005247627-0.321672005247627
4500.203080047236755-0.203080047236755
4610.4067835240585020.593216475941498
4710.3753287083635230.624671291636477
4810.3253845776191790.674615422380821
4900.248359263728417-0.248359263728417
5000.219770858557562-0.219770858557562
5110.3818667322035330.618133267796467
5210.5001934325227990.499806567477201
5310.4027567090380270.597243290961973
5410.4058240561361070.594175943863893
5510.3592674045642620.640732595435738
5600.272240213759927-0.272240213759927
5700.200745487814247-0.200745487814247
5800.422970386483737-0.422970386483737
5900.250148538588515-0.250148538588515
6010.2394477815507380.760552218449262
6110.2244951414922640.775504858507736
6200.210206345750683-0.210206345750683
6310.3344869744337320.665513025566268
6410.4196418886263440.580358111373656
6500.259369936830786-0.259369936830786
6600.457064960328032-0.457064960328032
6700.265089697692440-0.265089697692440
6810.2951579253337620.704842074666238
6900.268836508548736-0.268836508548736
7010.4256695392406720.574330460759328
7110.1638699660524110.836130033947589
7200.183686176097319-0.183686176097319
7300.201697330736906-0.201697330736906
7400.237205586871848-0.237205586871848
7500.348828195968452-0.348828195968452
7610.3919918334902560.608008166509744
7700.300960245213906-0.300960245213906
7800.281293635612924-0.281293635612924
7900.28452155240641-0.28452155240641
8010.3285616543643700.67143834563563
8100.182714653978526-0.182714653978526
8210.4214045828599920.578595417140008
8300.283911747404069-0.283911747404069
8400.162620071479834-0.162620071479834
8500.209926146325070-0.209926146325070
8610.2426643840609150.757335615939085
8700.346263763902533-0.346263763902533
8800.430508485386799-0.430508485386799
8900.295670010341615-0.295670010341615
9000.323933697036232-0.323933697036232
9100.301329221243451-0.301329221243451
9210.2735494731462530.726450526853747
9300.210549435485673-0.210549435485673
9410.4430490450123270.556950954987673
9500.188296954927382-0.188296954927382
9610.1985195822211190.80148041777888
9700.225754690949577-0.225754690949577
9810.2648751102070320.735124889792968
9900.365064513815541-0.365064513815541
10010.3951856303341870.604814369665813
10110.2580573457036570.741942654296343
10200.295041757562565-0.295041757562565
10300.314608615265135-0.314608615265135
10400.299637865403317-0.299637865403317
10500.194756402009360-0.194756402009360
10600.36850926495064-0.36850926495064
10710.175370164423070.82462983557693
10810.2485700296638080.751429970336192
10900.203679648394412-0.203679648394412
11010.2259963278735930.774003672126407
11100.310970051641784-0.310970051641784
11210.3475105793350270.652489420664973
11300.253677359093255-0.253677359093255
11410.277962000651310.72203799934869
11510.2561961839999010.7438038160001
11600.247062766561850-0.247062766561850
11700.204916228643154-0.204916228643154
11800.414698496333458-0.414698496333458
11910.1921953672802980.807804632719702
12000.195218861801186-0.195218861801186
12100.235563113251363-0.235563113251363
12200.231645631824127-0.231645631824127
12300.335117130917774-0.335117130917774
12410.4530180817916530.546981918208347
12510.2423093848090310.757690615190969
12610.2731027872848890.726897212715111
12700.251789362822064-0.251789362822064
12800.239890657304252-0.239890657304252
12900.175776591044296-0.175776591044296
13000.364626841449779-0.364626841449779
13100.194880201756375-0.194880201756375
13200.196705520493874-0.196705520493874
13300.157055081939414-0.157055081939414
13400.219632320746623-0.219632320746623
13500.283627503284049-0.283627503284049
13600.383969660405907-0.383969660405907
13700.243010624028999-0.243010624028999
13800.272674629775598-0.272674629775598
13900.251789362822064-0.251789362822064
14000.238740296005676-0.238740296005676
14100.174538319222333-0.174538319222333
14200.364626841449779-0.364626841449779
14300.193488422407919-0.193488422407919
14400.18221384178506-0.18221384178506
14500.165323110996355-0.165323110996355
14600.217781576271967-0.217781576271967
14700.283627503284049-0.283627503284049
14800.382522388948895-0.382522388948895
14900.24075438261418-0.24075438261418
15000.273144462848675-0.273144462848675
15100.250698819021390-0.250698819021390
15200.251021209919965-0.251021209919965
15300.174118513717665-0.174118513717665
15400.361071297354882-0.361071297354882
15500.194356160695601-0.194356160695601
15600.181516087160371-0.181516087160371
15700.157055081939414-0.157055081939414
15800.220508075070435-0.220508075070435
15900.287628206880031-0.287628206880031
16000.381544156206995-0.381544156206995
16100.24075438261418-0.24075438261418
16200.272674629775598-0.272674629775598
16300.251789362822064-0.251789362822064
16400.244342880890293-0.244342880890293
16500.183916253707968-0.183916253707968
16600.364626841449779-0.364626841449779
16700.193708855596551-0.193708855596551
16800.183004126419483-0.183004126419483
16900.157055081939414-0.157055081939414
17000.219296007756501-0.219296007756501
17100.283627503284049-0.283627503284049
17200.382714490838292-0.382714490838292
17300.24075438261418-0.24075438261418
17400.275733658885015-0.275733658885015
17500.251789362822064-0.251789362822064
17600.240124656503502-0.240124656503502
17700.174118513717665-0.174118513717665
17810.3648929018156040.635107098184396
17900.193708855596551-0.193708855596551
18000.181516087160371-0.181516087160371
18100.182483303802434-0.182483303802434
18210.2343356370312510.765664362968749
18300.286877346556029-0.286877346556029
18410.3891109969621850.610889003037815
18510.2437227019012340.756277298098766
18610.2752295401281020.724770459871898
18710.263356049579680.73664395042032
18800.241191451490327-0.241191451490327
18900.176080833171319-0.176080833171319
19000.364626841449779-0.364626841449779
19100.194484046541326-0.194484046541326
19200.181516087160371-0.181516087160371
19300.159881600566279-0.159881600566279
19400.219296007756501-0.219296007756501
19500.284113589509649-0.284113589509649
19610.3815441562069950.618455843793005
19710.3118624208622290.688137579137771
19810.2726746297755980.727325370224402
19910.2517893628220640.748210637177936
20010.2569097308846310.743090269115369
20110.1741185137176650.825881486282335
20210.3646268414497790.63537315855022
20310.1937088555965510.806291144403449
20410.1752233185176710.824776681482329
20510.1841524034750430.815847596524957
20610.2205296638901520.779470336109848
20710.2887344838290620.711265516170938
20810.3815441562069950.618455843793005
20910.2416240194203870.758375980579613
21010.2726746297755980.727325370224402
21100.251789362822064-0.251789362822064
21200.238740296005676-0.238740296005676
21300.176143358289056-0.176143358289056
21400.366574569943055-0.366574569943055
21500.196522922374606-0.196522922374606
21600.181516087160371-0.181516087160371
21700.158473183846369-0.158473183846369
21800.224012407208359-0.224012407208359
21900.283627503284049-0.283627503284049
22000.382959105459238-0.382959105459238
22100.236701031549561-0.236701031549561
22200.272674629775598-0.272674629775598
22300.252072884625747-0.252072884625747
22400.238740296005676-0.238740296005676
22500.174541326113691-0.174541326113691
22600.369749052512305-0.369749052512305
22700.193708855596551-0.193708855596551
22800.181516087160371-0.181516087160371
22900.160388412140450-0.160388412140450
23000.219296007756501-0.219296007756501
23100.286895564354594-0.286895564354594
23200.381544156206995-0.381544156206995
23300.24075438261418-0.24075438261418
23400.277434938297414-0.277434938297414
23500.251789362822064-0.251789362822064
23600.238900117933649-0.238900117933649
23700.174118513717665-0.174118513717665
23800.365316041485075-0.365316041485075
23900.193708855596551-0.193708855596551
24000.181516087160371-0.181516087160371
24100.157055081939414-0.157055081939414
24200.221399359838456-0.221399359838456
24300.283627503284049-0.283627503284049
24400.381853559305495-0.381853559305495
24500.255417601446485-0.255417601446485
24610.2726746297755980.727325370224402
24710.2517893628220640.748210637177936
24800.240397390676541-0.240397390676541
24910.1741185137176650.825881486282335
25010.3646268414497790.63537315855022
25100.185825617911244-0.185825617911244
25210.1815160871603710.81848391283963
25300.159118626801703-0.159118626801703
25400.242015489074393-0.242015489074393
25500.317088889911729-0.317088889911729
25600.381544156206995-0.381544156206995
25700.238804663313038-0.238804663313038
25800.265383978359016-0.265383978359016
25910.2517893628220640.748210637177936
26000.238740296005676-0.238740296005676
26110.1741185137176650.825881486282335
26210.3646268414497790.63537315855022
26300.209640556955844-0.209640556955844
26400.183008572297224-0.183008572297224
26510.1570550819394140.842944918060586
26600.219296007756501-0.219296007756501
26710.2836275032840490.716372496715951
26800.407930765197555-0.407930765197555
26910.2407543826141790.75924561738582
27000.283107112461316-0.283107112461316
27110.2517893628220640.748210637177936
27210.2387402960056760.761259703994324
27310.1741185137176650.825881486282335
27400.366015915485331-0.366015915485331
27500.193708855596551-0.193708855596551
27600.189183882935173-0.189183882935173
27700.167307960075938-0.167307960075938
27800.219296007756501-0.219296007756501
27910.3014721854203190.698527814579681
28000.391491193008008-0.391491193008008
28110.2407543826141790.75924561738582
28200.272674629775598-0.272674629775598
28300.259218986425292-0.259218986425292
28400.238740296005676-0.238740296005676
28500.185066620565088-0.185066620565088
28600.364626841449779-0.364626841449779
28710.1937088555965510.806291144403449
28800.183681963623743-0.183681963623743
28910.1570550819394140.842944918060586
29000.221229852074113-0.221229852074113
29110.2836275032840490.716372496715951
29200.388823364216051-0.388823364216051
29300.269100254216660-0.269100254216660
29400.272674629775598-0.272674629775598
29500.251981665243967-0.251981665243967
29610.2461986857850390.753801314214961
29700.174118513717665-0.174118513717665
29810.3646268414497790.63537315855022
29900.193708855596551-0.193708855596551
30000.181516087160371-0.181516087160371
30110.1574932289209050.842506771079095
30200.215830850249765-0.215830850249765
30300.283627503284049-0.283627503284049
30410.3815441562069950.618455843793005
30500.25467664062358-0.25467664062358
30600.274059836270185-0.274059836270185
30710.2517893628220640.748210637177936
30810.2441073716439420.755892628356058
30900.172832841116581-0.172832841116581
31010.3646268414497790.63537315855022
31110.1937088555965510.806291144403449
31200.223721040530882-0.223721040530882
31310.1570550819394140.842944918060586
31410.2244431110992620.775556888900738
31500.284323442538862-0.284323442538862
31600.390939240364947-0.390939240364947
31700.240222890844877-0.240222890844877
31800.274082282908453-0.274082282908453
31900.252699589009075-0.252699589009075
32000.238740296005676-0.238740296005676
32100.174118513717665-0.174118513717665
32200.364626841449779-0.364626841449779
32300.193708855596551-0.193708855596551
32410.1815160871603710.81848391283963
32500.157055081939414-0.157055081939414
32600.21912548727909-0.21912548727909
32710.2836275032840490.716372496715951
32810.3815441562069950.618455843793005
32900.24075438261418-0.24075438261418
33000.272674629775598-0.272674629775598
33100.251789362822064-0.251789362822064
33200.238740296005676-0.238740296005676
33300.174118513717665-0.174118513717665
33400.365011038895549-0.365011038895549
33500.194020180372288-0.194020180372288
33600.181516087160371-0.181516087160371
33700.158084108404871-0.158084108404871
33800.219296007756501-0.219296007756501
33900.283975937543833-0.283975937543833
34000.382424620934447-0.382424620934447
34100.243402171091308-0.243402171091308
34200.272674629775598-0.272674629775598
34300.251789362822064-0.251789362822064
34400.238740296005676-0.238740296005676
34500.174118513717665-0.174118513717665
34600.364626841449779-0.364626841449779
34700.191134557430828-0.191134557430828
34800.181516087160371-0.181516087160371
34900.157055081939414-0.157055081939414
35000.219296007756501-0.219296007756501
35100.283380740209257-0.283380740209257
35200.383387812285693-0.383387812285693
35300.243324181604061-0.243324181604061
35400.273760604822863-0.273760604822863
35500.251789362822064-0.251789362822064
35600.238740296005676-0.238740296005676
35700.200680371080562-0.200680371080562
35800.364626841449779-0.364626841449779
35900.193708855596551-0.193708855596551
36000.181516087160371-0.181516087160371
36100.157664521913965-0.157664521913965
36200.219296007756501-0.219296007756501
36300.283627503284049-0.283627503284049
36410.3817698175424460.618230182457554
36500.240709202293797-0.240709202293797
36600.272674629775598-0.272674629775598
36700.251789362822064-0.251789362822064
36800.238740296005676-0.238740296005676
36900.174118513717665-0.174118513717665
37000.364626841449779-0.364626841449779
37100.193708855596551-0.193708855596551
37200.185948426153458-0.185948426153458
37300.174766209037747-0.174766209037747
37400.221565442955768-0.221565442955768
37500.283627503284049-0.283627503284049
37600.381544156206995-0.381544156206995
37700.238773733240492-0.238773733240492
37800.273656062259694-0.273656062259694
37900.251789362822064-0.251789362822064
38000.238740296005676-0.238740296005676
38100.174118513717665-0.174118513717665
38200.38867928693077-0.38867928693077
38300.184182431553559-0.184182431553559
38400.181516087160371-0.181516087160371
38500.161804318475233-0.161804318475233
38600.218748989310422-0.218748989310422
38700.284030844650923-0.284030844650923
38800.381240696995972-0.381240696995972
38900.240582890094381-0.240582890094381
39000.270503188455107-0.270503188455107
39100.256865178439914-0.256865178439914
39200.236206834766486-0.236206834766486
39300.171800480556137-0.171800480556137
39400.382037212208118-0.382037212208118
39510.2091833427004310.79081665729957
39600.177491563519568-0.177491563519568
39700.146636075996847-0.146636075996847
39810.3233532954202160.676646704579784
39900.287012788607693-0.287012788607693
40010.3451055129837620.654894487016238
40100.253990252024744-0.253990252024744
40200.280623856396477-0.280623856396477
40300.249870721141253-0.249870721141253
40410.2468584658394750.753141534160525
40500.177060159993059-0.177060159993059
40600.377065184200528-0.377065184200528
40700.205792075457339-0.205792075457339
40800.181425559927587-0.181425559927587
40900.152938331105415-0.152938331105415
41000.223700807547163-0.223700807547163
41100.300268887526634-0.300268887526634
41210.3852695345385510.614730465461449
41310.2382073957438800.76179260425612
41410.2891127029247980.710887297075202
41500.267130671634640-0.267130671634640
41600.246115809781287-0.246115809781287
41700.173500915731860-0.173500915731860
41810.3649224157508830.635077584249117
41900.205621127234826-0.205621127234826
42000.180961458834210-0.180961458834210
42100.154718916525590-0.154718916525590
42200.229542584237363-0.229542584237363
42310.1720739940307950.827926005969205
42400.321379502278277-0.321379502278277
42500.224810901856290-0.224810901856290
42610.2801587469155340.719841253084466
42700.200007373467974-0.200007373467974
42800.363994015156524-0.363994015156524
42900.182139069421383-0.182139069421383
43000.418973826997804-0.418973826997804
43100.101241534927578-0.101241534927578


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
190.3254711985021680.6509423970043360.674528801497832
200.6434525761056580.7130948477886840.356547423894342
210.5055926120083360.9888147759833270.494407387991664
220.4120398655779880.8240797311559760.587960134422012
230.3157131025336630.6314262050673260.684286897466337
240.2922250202943080.5844500405886170.707774979705692
250.2265568323279240.4531136646558470.773443167672076
260.1681114037006110.3362228074012210.83188859629939
270.1254021019639270.2508042039278540.874597898036073
280.08805662133483310.1761132426696660.911943378665167
290.2534287120797490.5068574241594990.746571287920251
300.4520188947701910.9040377895403830.547981105229808
310.4585542559056010.9171085118112020.541445744094399
320.438599962881550.87719992576310.56140003711845
330.3740075767797150.7480151535594290.625992423220285
340.3182388817204670.6364777634409340.681761118279533
350.275688336380740.551376672761480.72431166361926
360.223544547836290.447089095672580.77645545216371
370.2103268146294820.4206536292589640.789673185370518
380.3330529265357390.6661058530714790.666947073464261
390.2890992604869260.5781985209738530.710900739513074
400.2408375158018620.4816750316037250.759162484198138
410.1997313621199470.3994627242398930.800268637880053
420.2403772177852790.4807544355705580.75962278221472
430.2548703872970840.5097407745941680.745129612702916
440.2791890203653280.5583780407306560.720810979634672
450.4118772991513970.8237545983027930.588122700848603
460.3682202008592120.7364404017184250.631779799140788
470.531228324743080.937543350513840.46877167525692
480.6918099652449110.6163800695101780.308190034755089
490.6552048704117530.6895902591764940.344795129588247
500.6267681908467120.7464636183065750.373231809153288
510.5918685117157760.8162629765684490.408131488284224
520.698204113380440.6035917732391220.301795886619561
530.7535629660619460.4928740678761070.246437033938054
540.7602338252498860.4795323495002270.239766174750114
550.7716297224105680.4567405551788630.228370277589431
560.7556516083180140.4886967833639720.244348391681986
570.7845516694966840.4308966610066320.215448330503316
580.8503564766751570.2992870466496850.149643523324843
590.8243207165887770.3513585668224460.175679283411223
600.8581142321629660.2837715356740690.141885767837034
610.8913064352362230.2173871295275550.108693564763777
620.8767846989002330.2464306021995340.123215301099767
630.8640464939740270.2719070120519470.135953506025973
640.8857604759491480.2284790481017040.114239524050852
650.872552497736120.2548950045277590.127447502263880
660.8670134278844330.2659731442311330.132986572115567
670.8687490999267160.2625018001465680.131250900073284
680.887065091038390.2258698179232210.112934908961611
690.8931784774141930.2136430451716150.106821522585807
700.8839720032212870.2320559935574260.116027996778713
710.9222141565190930.1555716869618140.0777858434809068
720.9173269494612020.1653461010775970.0826730505387984
730.9080306104339020.1839387791321960.091969389566098
740.8955814758778750.2088370482442500.104418524122125
750.9235188967950210.1529622064099580.076481103204979
760.929816917787310.1403661644253790.0701830822126893
770.9225322554330560.1549354891338880.0774677445669438
780.9216426725814420.1567146548371160.078357327418558
790.9195046657455940.1609906685088120.0804953342544062
800.924602175847630.1507956483047390.0753978241523696
810.9210261310963880.1579477378072230.0789738689036116
820.9150114900166990.1699770199666020.0849885099833009
830.9052250839795680.1895498320408640.094774916020432
840.8952249732594350.2095500534811300.104775026740565
850.8826852775046920.2346294449906160.117314722495308
860.9111982532894480.1776034934211030.0888017467105517
870.9242306654171310.1515386691657380.075769334582869
880.9241880007985860.1516239984028280.0758119992014141
890.9155671076086450.1688657847827100.0844328923913551
900.91093248684290.1781350263142010.0890675131571006
910.90541612423410.1891677515318000.0945838757659002
920.912332182274120.1753356354517610.0876678177258804
930.9059931355160370.1880137289679260.0940068644839629
940.8989667755885620.2020664488228770.101033224411438
950.8858810821126160.2282378357747680.114118917887384
960.9101925869951970.1796148260096060.089807413004803
970.8988881218858870.2022237562282270.101111878114114
980.9162187015308580.1675625969382840.0837812984691419
990.9228788118332140.1542423763335710.0771211881667856
1000.9300423168258040.1399153663483920.069957683174196
1010.9471252270101380.1057495459797240.052874772989862
1020.9427281781346940.1145436437306120.0572718218653061
1030.9380222427172060.1239555145655880.061977757282794
1040.9398654146109590.1202691707780820.0601345853890412
1050.9335992291465420.1328015417069160.0664007708534579
1060.9460993035747530.1078013928504950.0539006964252474
1070.9604888665938150.07902226681237060.0395111334061853
1080.9682395978658840.06352080426823130.0317604021341157
1090.9632041511689830.07359169766203370.0367958488310168
1100.9701234756041280.05975304879174340.0298765243958717
1110.9706841006202150.05863179875957010.0293158993797851
1120.973256471979990.05348705604001920.0267435280200096
1130.9702949416784490.05941011664310190.0297050583215509
1140.9763058729113270.04738825417734690.0236941270886734
1150.9818663727479250.03626725450415010.0181336272520750
1160.9813820528410380.03723589431792350.0186179471589618
1170.9788607809977050.04227843800459030.0211392190022952
1180.9820769879522010.03584602409559760.0179230120477988
1190.9863118327033010.02737633459339730.0136881672966987
1200.9851459964551210.02970800708975760.0148540035448788
1210.9825391294864280.03492174102714390.0174608705135719
1220.9812087942173420.03758241156531560.0187912057826578
1230.9811009087039790.03779818259204280.0188990912960214
1240.9816767752495160.03664644950096720.0183232247504836
1250.9860279495436020.02794410091279530.0139720504563976
1260.9885629149367540.02287417012649240.0114370850632462
1270.9874367100005980.02512657999880460.0125632899994023
1280.9867164585549760.02656708289004860.0132835414450243
1290.9846421140072170.03071577198556560.0153578859927828
1300.985852980891860.02829403821627870.0141470191081393
1310.9843574814267870.03128503714642640.0156425185732132
1320.982749217932940.03450156413411930.0172507820670596
1330.979686537549870.04062692490026110.0203134624501305
1340.9777116387550780.04457672248984370.0222883612449219
1350.9764593322304320.04708133553913530.0235406677695677
1360.976987778891210.04602444221758160.0230122211087908
1370.9745055878127540.0509888243744930.0254944121872465
1380.9727154163702480.05456916725950410.0272845836297521
1390.9697280455022140.06054390899557250.0302719544977862
1400.967105765616540.06578846876692120.0328942343834606
1410.9624294169344940.07514116613101120.0375705830655056
1420.963203944094810.07359211181037860.0367960559051893
1430.9589058625396520.08218827492069520.0410941374603476
1440.9543889291092370.09122214178152670.0456110708907634
1450.9476713544814040.1046572910371920.0523286455185958
1460.942640904275290.1147181914494180.0573590957247092
1470.9385023262936620.1229953474126760.0614976737063382
1480.9377854578445240.1244290843109530.0622145421554763
1490.9313200837174750.137359832565050.068679916282525
1500.9259745339336530.1480509321326940.074025466066347
1510.9187283651419310.1625432697161380.081271634858069
1520.9123440294338670.1753119411322660.0876559705661332
1530.9020904500748830.1958190998502330.0979095499251165
1540.9012568915387220.1974862169225560.0987431084612778
1550.8911621223492460.2176757553015080.108837877650754
1560.8807905707676650.238418858464670.119209429232335
1570.8670941976309450.2658116047381110.132905802369055
1580.8562920190341730.2874159619316550.143707980965828
1590.8469053957818480.3061892084363040.153094604218152
1600.8433231375004730.3133537249990550.156676862499527
1610.8301360141868550.3397279716262900.169863985813145
1620.818671292327430.362657415345140.18132870767257
1630.804731701866530.3905365962669390.195268298133469
1640.7914120802117020.4171758395765960.208587919788298
1650.7739151579972210.4521696840055580.226084842002779
1660.7700216797811820.4599566404376370.229978320218819
1670.7518205930516380.4963588138967240.248179406948362
1680.7335884074138450.532823185172310.266411592586155
1690.7118695094971410.5762609810057170.288130490502859
1700.6940322818060340.6119354363879310.305967718193966
1710.6782378187412910.6435243625174180.321762181258709
1720.671208328396620.6575833432067590.328791671603379
1730.651306238673490.697387522653020.34869376132651
1740.6340839615777230.7318320768445530.365916038422277
1750.6142784877281970.7714430245436070.385721512271803
1760.5947835999579340.8104328000841330.405216400042066
1770.5705164506808120.8589670986383770.429483549319188
1780.595336199489050.80932760102190.40466380051095
1790.5721076741517350.855784651696530.427892325848265
1800.5492248425406560.9015503149186880.450775157459344
1810.5252127981416470.9495744037167070.474787201858353
1820.578402218311020.843195563377960.42159778168898
1830.561629266438970.876741467122060.43837073356103
1840.5872208312750770.8255583374498460.412779168724923
1850.6419973304814220.7160053390371560.358002669518578
1860.6846950881114650.630609823777070.315304911888535
1870.7283078076938690.5433843846122630.271692192306131
1880.711517422292170.576965155415660.28848257770783
1890.6903055974291650.6193888051416690.309694402570835
1900.68480096343580.6303980731284010.315199036564201
1910.6635683054125980.6728633891748040.336431694587402
1920.6419674184508330.7160651630983340.358032581549167
1930.6192521703274310.7614956593451380.380747829672569
1940.6001012392335030.7997975215329940.399898760766497
1950.582810612059990.834378775880020.41718938794001
1960.6081170269550280.7837659460899450.391882973044972
1970.6516183385204170.6967633229591660.348381661479583
1980.693517734068520.6129645318629590.306482265931479
1990.7372112112006940.5255775775986120.262788788799306
2000.7799796577161290.4400406845677420.220020342283871
2010.8280817872221410.3438364255557170.171918212777859
2020.846357155158390.307285689683220.15364284484161
2030.8822400468897140.2355199062205710.117759953110286
2040.9110175682368230.1779648635263540.0889824317631768
2050.9386332372972860.1227335254054270.0613667627027136
2060.9548526196222270.09029476075554590.0451473803777729
2070.96514219997410.06971560005180030.0348578000259001
2080.9705239408866390.05895211822672270.0294760591133613
2090.9775833659710380.04483326805792450.0224166340289623
2100.983546676189460.03290664762108150.0164533238105407
2110.9815560351420030.0368879297159940.018443964857997
2120.979312293975650.04137541204870090.0206877060243504
2130.9762763154606180.0474473690787630.0237236845393815
2140.9751949689015210.04961006219695810.0248050310984791
2150.9716926182719720.05661476345605530.0283073817280276
2160.9677712153986430.0644575692027150.0322287846013575
2170.9633738076186890.07325238476262250.0366261923813113
2180.9592353430161730.08152931396765490.0407646569838274
2190.9554347797984310.0891304404031380.044565220201569
2200.9540814023610880.09183719527782360.0459185976389118
2210.9491220062948380.1017559874103240.0508779937051618
2220.9446330516365950.1107338967268100.0553669483634051
2230.939121359461610.1217572810767790.0608786405383894
2240.9330717249863320.1338565500273370.0669282750136684
2250.9249572001668260.1500855996663490.0750427998331744
2260.9219717347408070.1560565305183850.0780282652591927
2270.9131067633713610.1737864732572780.0868932366286388
2280.9034080628706860.1931838742586270.0965919371293136
2290.8930011565337040.2139976869325910.106998843466296
2300.8829538001625950.2340923996748090.117046199837405
2310.8743752511345440.2512494977309130.125624748865456
2320.8699975157561520.2600049684876960.130002484243848
2330.8589184250342480.2821631499315040.141081574965752
2340.8489196960503920.3021606078992160.151080303949608
2350.837332285703010.3253354285939780.162667714296989
2360.8250867949386750.3498264101226490.174913205061325
2370.809150671562280.3816986568754410.190849328437721
2380.8023916256589120.3952167486821760.197608374341088
2390.7856182304585790.4287635390828420.214381769541421
2400.7676478469153780.4647043061692440.232352153084622
2410.7501799629076840.4996400741846330.249820037092316
2420.7326543924482750.534691215103450.267345607551725
2430.7189225127777460.5621549744445080.281077487222254
2440.7115908773765030.5768182452469930.288409122623497
2450.6932607699136150.613478460172770.306739230086385
2460.7415696693927180.5168606612145640.258430330607282
2470.784324208500860.4313515829982780.215675791499139
2480.7701121447952620.4597757104094760.229887855204738
2490.8221465430884460.3557069138231070.177853456911554
2500.8452654225276910.3094691549446180.154734577472309
2510.8312277430549890.3375445138900220.168772256945011
2520.8767681925579010.2464636148841970.123231807442099
2530.8652258143495850.2695483713008290.134774185650415
2540.8532367114413760.2935265771172480.146763288558624
2550.845797163973290.3084056720534190.154202836026710
2560.8402683759604870.3194632480790260.159731624039513
2570.8274330618742430.3451338762515150.172566938125757
2580.81550556557760.3689888688448010.184494434422401
2590.8553569269892350.2892861460215300.144643073010765
2600.8445345273642280.3109309452715440.155465472635772
2610.889995410255180.2200091794896410.110004589744820
2620.9105723471177590.1788553057644830.0894276528822414
2630.9005558693074770.1988882613850470.0994441306925234
2640.889066098318010.2218678033639780.110933901681989
2650.9191347723459460.1617304553081080.0808652276540538
2660.9098097702549550.180380459490090.090190229745045
2670.9283436576391460.1433126847217090.0716563423608543
2680.92553737725120.1489252454976020.0744626227488008
2690.9475094940371680.1049810119256640.0524905059628318
2700.9415816009250710.1168367981498580.0584183990749289
2710.9616962570149060.07660748597018850.0383037429850942
2720.9727056607746670.05458867845066680.0272943392253334
2730.9858840830196770.02823183396064540.0141159169803227
2740.98455816797850.03088366404299950.0154418320214997
2750.982077924390740.03584415121852020.0179220756092601
2760.97904211471430.04191577057139860.0209578852856993
2770.9764872617748130.0470254764503740.023512738225187
2780.9727806982539590.05443860349208290.0272193017460415
2790.9785269134541740.04294617309165160.0214730865458258
2800.977958147880020.04408370423996170.0220418521199808
2810.987455348270170.02508930345966080.0125446517298304
2820.9855097381956340.02898052360873240.0144902618043662
2830.9835727583588980.03285448328220390.0164272416411019
2840.9813361237288750.037327752542250.018663876271125
2850.978003014379510.04399397124098110.0219969856204905
2860.97581551744650.04836896510699860.0241844825534993
2870.9855619217435180.02887615651296360.0144380782564818
2880.9828013871118470.03439722577630680.0171986128881534
2890.9898732178323180.02025356433536360.0101267821676818
2900.9886222971621880.02275540567562370.0113777028378118
2910.9932428124410320.01351437511793540.00675718755896768
2920.9933578994577350.01328420108453070.00664210054226537
2930.9920469256635650.01590614867287090.00795307433643546
2940.990649036212710.01870192757458020.0093509637872901
2950.9889574843795760.02208503124084740.0110425156204237
2960.992815211681270.01436957663745930.00718478831872967
2970.9912310153303580.01753796933928350.00876898466964177
2980.9947376860118180.01052462797636480.00526231398818242
2990.993595563142350.01280887371529960.00640443685764982
3000.9921422333608470.01571553327830690.00785776663915345
3010.9962427916568230.007514416686354770.00375720834317738
3020.995447018714930.009105962570140440.00455298128507022
3030.994565207858240.01086958428351850.00543479214175924
3040.9958810870755220.008237825848956440.00411891292447822
3050.9951259454965980.009748109006804630.00487405450340231
3060.994220284706480.01155943058703810.00577971529351905
3070.9977308527545020.004538294490995290.00226914724549764
3080.9990034228603780.00199315427924330.00099657713962165
3090.9987087235440970.002582552911806280.00129127645590314
3100.9994993664017720.001001267196455180.000500633598227592
3110.999856560964060.000286878071878320.00014343903593916
3120.9998284695888930.0003430608222146530.000171530411107326
3130.99996687995286.62400944014554e-053.31200472007277e-05
3140.999992793137051.44137258977679e-057.20686294888397e-06
3150.9999904777615571.90444768865395e-059.52223844326977e-06
3160.999990942652681.81146946404538e-059.0573473202269e-06
3170.9999871997596782.56004806432903e-051.28002403216452e-05
3180.9999836169283953.27661432093383e-051.63830716046692e-05
3190.9999769454297644.61091404721216e-052.30545702360608e-05
3200.999967782000376.443599926108e-053.221799963054e-05
3210.9999542892791669.14214416682457e-054.57107208341229e-05
3220.9999389976022750.0001220047954509406.10023977254698e-05
3230.999914007750950.0001719844981014248.59922490507121e-05
3240.9999872873762532.54252474946749e-051.27126237473375e-05
3250.9999813407341833.73185316348476e-051.86592658174238e-05
3260.999973093945165.38121096813081e-052.69060548406541e-05
3270.9999949072948931.01854102136432e-055.09270510682161e-06
3280.999997966847464.06630507823403e-062.03315253911702e-06
3290.9999969660948456.06781030976958e-063.03390515488479e-06
3300.9999958451115328.30977693525848e-064.15488846762924e-06
3310.9999938028289051.23943421890394e-056.19717109451972e-06
3320.999990911895891.81762082211596e-059.08810411057978e-06
3330.9999864371656172.71256687658756e-051.35628343829378e-05
3340.9999810222654873.79554690250906e-051.89777345125453e-05
3350.9999718124438685.63751122646444e-052.81875561323222e-05
3360.9999584811141348.30377717329506e-054.15188858664753e-05
3370.9999388950433630.000122209913273526.110495663676e-05
3380.9999117512920870.0001764974158261168.82487079130581e-05
3390.9998759197070290.0002481605859423050.000124080292971152
3400.9998743255071860.0002513489856278100.000125674492813905
3410.9998280480071250.0003439039857496850.000171951992874843
3420.9997790677160920.0004418645678152170.000220932283907608
3430.9996884790261120.0006230419477755020.000311520973887751
3440.999570836320290.0008583273594217960.000429163679710898
3450.9993985887175810.001202822564837410.000601411282418707
3460.9991952888917310.001609422216537060.000804711108268529
3470.9988851314030870.002229737193825930.00111486859691296
3480.9984622675182170.003075464963565230.00153773248178261
3490.9978879329110570.004224134177886190.00211206708894309
3500.9971512476905030.005697504618994430.00284875230949721
3510.9963213097111910.00735738057761710.00367869028880855
3520.9964774050884050.007045189823190650.00352259491159533
3530.9954669616270810.009066076745838080.00453303837291904
3540.994587320207830.01082535958434030.00541267979217014
3550.99283375254880.01433249490240160.00716624745120078
3560.9907904566262820.01841908674743550.00920954337371774
3570.988101961877620.02379607624476000.0118980381223800
3580.9850001391196410.02999972176071790.0149998608803590
3590.9806158800347130.03876823993057350.0193841199652867
3600.9751025246337110.04979495073257770.0248974753662889
3610.9681919618224720.06361607635505570.0318080381775279
3620.9601585759245420.07968284815091640.0398414240754582
3630.9512647114278620.09747057714427620.0487352885721381
3640.9640860680156670.07182786396866670.0359139319843333
3650.956566955300350.0868660893992990.0434330446996495
3660.9512593047840130.0974813904319750.0487406952159875
3670.939211675252720.1215766494945610.0607883247472806
3680.9268681396509890.1462637206980220.0731318603490108
3690.909968420979640.1800631580407210.0900315790203607
3700.8930903263952170.2138193472095660.106909673604783
3710.8708979481270520.2582041037458970.129102051872948
3720.8464563456886680.3070873086226650.153543654311332
3730.8172020432913370.3655959134173260.182797956708663
3740.786577555502780.426844888994440.21342244449722
3750.755426220018740.489147559962520.24457377998126
3760.745114288414290.5097714231714190.254885711585710
3770.7210539591692120.5578920816615750.278946040830788
3780.7151262703834850.5697474592330310.284873729616515
3790.6724714395387010.6550571209225980.327528560461299
3800.6389358806317250.722128238736550.361064119368275
3810.5909718429201410.8180563141597180.409028157079859
3820.5725391023035240.8549217953929520.427460897696476
3830.5728306956928630.8543386086142740.427169304307137
3840.5208881317924080.9582237364151840.479111868207592
3850.4682394215604920.9364788431209830.531760578439508
3860.4262597236575240.8525194473150480.573740276342476
3870.3865249591946710.7730499183893420.613475040805329
3880.401189098548720.802378197097440.59881090145128
3890.3685174437425960.7370348874851910.631482556257404
3900.3945567902908620.7891135805817250.605443209709138
3910.3417626826427050.683525365285410.658237317357295
3920.329378914145970.658757828291940.67062108585403
3930.2771104971213170.5542209942426340.722889502878683
3940.2493938552348620.4987877104697230.750606144765138
3950.49914840283730.99829680567460.5008515971627
3960.4340714658417960.8681429316835930.565928534158204
3970.3712272929002880.7424545858005770.628772707099712
3980.5246761863260520.9506476273478970.475323813673948
3990.4644222994887350.928844598977470.535577700511265
4000.3986657976390010.7973315952780020.601334202360999
4010.3636663543212010.7273327086424020.636333645678799
4020.5987909713657150.802418057268570.401209028634285
4030.5232656502428650.953468699514270.476734349757135
4040.6196156234563450.760768753087310.380384376543655
4050.5309952476189620.9380095047620770.469004752381038
4060.4823931608511310.9647863217022610.517606839148869
4070.3841063006884910.7682126013769830.615893699311509
4080.2888906818383550.577781363676710.711109318161645
4090.2027771127297890.4055542254595780.797222887270211
4100.1336808623815480.2673617247630960.866319137618452
4110.1515617733685870.3031235467371740.848438226631413
4120.3135638472846320.6271276945692640.686436152715368


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level510.129441624365482NOK
5% type I error level1160.294416243654822NOK
10% type I error level1490.378172588832487NOK