Multiple Linear Regression - Estimated Regression Equation
group[t] = + 0.858170604911638 + 3.30450842805776e-06costs[t] + 0.000396266602596716trades[t] -0.00163242981862733orders[t] -9.1635413650838e-07dividends[t] -1.18426873582469e-07wealth[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)0.8581706049116380.05466615.698500
costs3.30450842805776e-064e-060.79320.428110.214055
trades0.0003962666025967160.0003841.0320.3026440.151322
orders-0.001632429818627330.000809-2.01760.044260.02213
dividends-9.1635413650838e-071e-06-1.26160.2078030.103901
wealth-1.18426873582469e-070-1.36780.1720920.086046


Multiple Linear Regression - Regression Statistics
Multiple R0.247742376698528
R-squared0.0613762852122354
Adjusted R-squared0.050333653273556
F-TEST (value)5.5581210668853
F-TEST (DF numerator)5
F-TEST (DF denominator)425
p-value5.66819583613931e-05
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation0.437304029136044
Sum Squared Residuals81.2747959069127


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
10-0.4329358077302330.432935807730233
20-0.232393321532480.23239332153248
300.0290648328918851-0.0290648328918851
410.6699124128754620.330087587124538
500.351312648845757-0.351312648845757
600.44957037047215-0.44957037047215
710.4705633493501750.529436650649825
800.268187861907462-0.268187861907462
900.617798743098023-0.617798743098023
1000.529783493831413-0.529783493831413
1110.4672343476209240.532765652379076
1210.5838611786606820.416138821339318
1300.206011381178243-0.206011381178243
1410.733002296807060.266997703192940
1500.485786141770596-0.485786141770596
1610.5744992655427460.425500734457254
1710.4186734254594360.581326574540564
1800.49751322693526-0.49751322693526
1900.546450679617076-0.546450679617076
2010.4474780035823060.552521996417694
2100.652107780432622-0.652107780432622
2200.698431635675119-0.698431635675119
2310.539604144312640.46039585568736
2410.4060457582231110.59395424177689
2510.6297952253208210.370204774679179
2610.7165435273735050.283456472626495
2700.529437940798988-0.529437940798988
2810.7972277476373760.202772252362624
2910.7230003665441910.276999633455809
3010.7241823268270120.275817673172987
3100.676515496942694-0.676515496942694
3200.651384905305864-0.651384905305864
3300.672150693450566-0.672150693450566
3400.659577601995971-0.659577601995971
3510.501909361001950.49809063899805
3610.4979750392162680.502024960783732
3710.6505632877272970.349436712272703
3800.591640136596765-0.591640136596765
3900.520855806402263-0.520855806402263
4010.6175373707389420.382462629261058
4110.7408519200853950.259148079914605
4210.7069275210570750.293072478942925
4310.6720088405845050.327991159415495
4410.6261333057104620.373866694289538
4510.7251060477830680.274893952216932
4600.701496284301481-0.701496284301481
4700.643461822949017-0.643461822949017
4800.590720906991944-0.590720906991944
4910.6456946941465330.354305305853467
5010.7188198744679660.281180125532034
5100.602592987912538-0.602592987912538
5200.524438536537955-0.524438536537955
5300.538210882605372-0.538210882605372
5400.626870942750184-0.626870942750184
5500.578882734927995-0.578882734927995
5610.6744948291331640.325505170866836
5710.7408654258045730.259134574195427
5810.6921225554320110.307877444567989
5910.6899725182538230.310027481746177
6000.6642374045786-0.6642374045786
6100.680094881044021-0.680094881044021
6210.7534114644347140.246588535565286
6300.705314914264652-0.705314914264652
6400.6732602180725-0.6732602180725
6510.7140209241763660.285979075823634
6610.7418899151345340.258110084865466
6710.7609476923887080.239052307611292
6800.675074424899845-0.675074424899845
6910.6164058925734210.383594107426579
7000.615514607662544-0.615514607662544
7100.762254534420463-0.762254534420463
7210.751870032516310.24812996748369
7310.6844895827783430.315510417221657
7410.7384390961816250.261560903818375
7510.6674060443153330.332593955684667
7600.738891097441071-0.738891097441071
7710.6840403747094020.315959625290598
7810.7640671762151950.235932823784805
7910.7232287276262450.276771272373754
8000.758655948199728-0.758655948199728
8110.7286724660376780.271327533962322
8200.66253049564664-0.66253049564664
8310.6614413267848390.338558673215161
8410.7714454706563120.228554529343688
8510.7024861557230160.297513844276984
8600.693324818175785-0.693324818175785
8710.6040494849792770.395950515020723
8810.7070668936502040.292933106349796
8910.6827642614277950.317235738572205
9010.7011106784206350.298889321579365
9110.6924803803075640.307519619692436
9200.69807119375557-0.69807119375557
9310.6819826307245030.318017369275497
9400.702637243331466-0.702637243331466
9510.7351886347838850.264811365216115
9600.736520443756997-0.736520443756997
9710.6931858674257110.306814132574289
9800.801931583061364-0.801931583061364
9910.6772983867962430.322701613203757
10000.7476644824024-0.7476644824024
10100.718642105222393-0.718642105222393
10210.7286831944740810.271316805525919
10310.6763676751579810.323632324842019
10410.7127073156739230.287292684326077
10510.727331654665230.272668345334770
10610.72489910779870.275100892201299
10700.744462030655749-0.744462030655749
10800.696536399638479-0.696536399638479
10910.6933473022256270.306652697774373
11000.749725577986235-0.749725577986235
11110.7265594846908820.273440515309118
11200.771507676294977-0.771507676294977
11310.7179269985472790.282073001452721
11400.748303003772058-0.748303003772058
11500.759043373025509-0.759043373025509
11610.7291316458162880.270868354183712
11710.7394558591599130.260544140840087
11810.7125107474406960.287489252559304
11900.757825062313649-0.757825062313649
12010.7604742178756410.239525782124359
12110.6338867044193650.366113295580635
12210.7460371619518040.253962838048196
12310.5955211228663480.404478877133652
12400.67886500307495-0.67886500307495
12500.754359638697733-0.754359638697733
12600.745413446871254-0.745413446871254
12710.7651801143524080.234819885647592
12810.7519737198865090.248026280113491
12910.7423593319097970.257640668090203
13010.7651801143524080.234819885647592
13110.75723968800080.242760311999200
13210.7527373128562480.247262687143752
13310.7651801143524080.234819885647592
13410.734009474206920.265990525793081
13510.763154536844170.23684546315583
13610.7635019716739840.236498028326016
13710.7537639029127740.246236097087226
13810.7644151247297910.235584875270209
13910.7636511775008140.236348822499186
14010.7651801143524080.234819885647592
14110.7593399641525220.240660035847478
14210.7651801143524080.234819885647592
14310.7621074213519790.237892578648021
14410.759744945768740.240255054231260
14510.7440455733393030.255954426660697
14610.7599995178165870.240000482183413
14710.7651801143524080.234819885647592
14810.756101606849070.243898393150931
14910.7624345548889650.237565445111034
15010.7652925450924210.234707454907579
15110.7641412388032590.235858761196741
15210.7262256780115770.273774321988423
15310.7570179652592720.242982034740728
15410.7636313544047720.236368645595228
15510.762986367117680.23701363288232
15610.7651801143524080.234819885647592
15710.7651801143524080.234819885647592
15810.7623430905309810.237656909469019
15910.7585233195692060.241476680430794
16010.7651801143524080.234819885647592
16110.7651801143524080.234819885647592
16210.7651801143524080.234819885647592
16310.7651801143524080.234819885647592
16410.7670266881799480.232973311820052
16510.7469455921464290.253054407853571
16610.7649507728207340.235049227179266
16710.7651801143524080.234819885647592
16810.7516267567202960.248373243279704
16910.84341013606190.156589863938100
17010.7651801143524080.234819885647592
17110.7651801143524080.234819885647592
17210.7615649416799030.238435058320097
17310.7651801143524080.234819885647592
17410.7542943223175620.245705677682438
17510.7651801143524080.234819885647592
17610.756268254797870.243731745202129
17710.6425201077973220.357479892202678
17800.765693824408613-0.765693824408613
17910.7651801143524080.234819885647592
18010.7651801143524080.234819885647592
18110.7356351213715880.264364878628412
18200.741193788904786-0.741193788904786
18310.759733957379980.24026604262002
18400.752823882728385-0.752823882728385
18500.757461769151044-0.757461769151044
18600.753088567952765-0.753088567952765
18700.738571128441961-0.738571128441961
18810.7568912746321780.243108725367822
18910.7579354828694730.242064517130527
19010.7651801143524080.234819885647592
19110.7569663574670550.243033642532945
19210.7651801143524080.234819885647592
19310.7557644166379610.244235583362039
19410.7651801143524080.234819885647592
19510.7609756286574360.239024371342564
19600.765180114352408-0.765180114352408
19700.612863004583194-0.612863004583194
19800.765180114352408-0.765180114352408
19900.765180114352408-0.765180114352408
20000.731363585962404-0.731363585962404
20100.765180114352408-0.765180114352408
20200.765180114352408-0.765180114352408
20300.765180114352408-0.765180114352408
20400.767755016290817-0.767755016290817
20500.728331367136353-0.728331367136353
20600.756894055249947-0.756894055249947
20700.758777802372112-0.758777802372112
20800.765180114352408-0.765180114352408
20900.747005533760742-0.747005533760742
21000.774441359708508-0.774441359708508
21110.7651801143524080.234819885647592
21210.7651801143524080.234819885647592
21310.7618702040440230.238129795955977
21410.7603215053915870.239678494608413
21510.7611056269063470.238894373093653
21610.7619152547151540.238084745284846
21710.7584670451016230.241532954898377
21810.7659492568326060.234050743167394
21910.7619152547151540.238084745284846
22010.7404258502782370.259574149721763
22110.7652294488838190.234770551116181
22210.7651801143524080.234819885647592
22310.7643733701539750.235626629846025
22410.7427808426847860.257219157315214
22510.764305206138710.235694793861290
22610.739915696631850.260084303368149
22710.7563357293134280.243664270686572
22810.7651801143524080.234819885647592
22910.760320013420360.23967998657964
23010.7651801143524080.234819885647592
23110.7574146430022930.242585356997707
23210.7561795516966360.243820448303364
23310.7651801143524080.234819885647592
23410.7524648064740820.247535193525918
23510.7651801143524080.234819885647592
23610.7655492421512480.234450757848752
23710.7651801143524080.234819885647592
23810.7582293310887670.241770668911233
23910.7651801143524080.234819885647592
24010.7651801143524080.234819885647592
24110.7651801143524080.234819885647592
24210.761491020045030.238508979954970
24310.7651801143524080.234819885647592
24410.7577986623696840.242201337630316
24510.7591804053105210.240819594689479
24600.765180114352408-0.765180114352408
24700.765180114352408-0.765180114352408
24810.7452453631541820.254754636845818
24900.765180114352408-0.765180114352408
25000.765180114352408-0.765180114352408
25110.7639208062679150.236079193732085
25200.765180114352408-0.765180114352408
25310.7626162060625960.237383793937404
25410.7241745735180050.275825426481995
25510.7042206170748450.295779382925155
25610.7651801143524080.234819885647592
25710.7642251178286810.235774882171319
25810.7517385324532260.248261467546774
25900.765180114352408-0.765180114352408
26010.7651801143524080.234819885647592
26100.765180114352408-0.765180114352408
26200.765180114352408-0.765180114352408
26310.734977945668450.265022054331550
26410.7555594579733220.244440542026678
26500.765180114352408-0.765180114352408
26610.7651801143524080.234819885647592
26700.765180114352408-0.765180114352408
26810.7321574806143050.267842519385695
26900.765180114352408-0.765180114352408
27010.715334920214670.28466507978533
27100.765180114352408-0.765180114352408
27200.765180114352408-0.765180114352408
27300.765180114352408-0.765180114352408
27410.7398740677387930.260125932261207
27510.7651801143524080.234819885647592
27610.7562746736331330.243725326366867
27710.7380577671397970.261942232860203
27810.7651801143524080.234819885647592
27900.765207761654702-0.765207761654702
28010.7575598424576630.242440157542337
28100.765180114352408-0.765180114352408
28210.7651801143524080.234819885647592
28310.755974583839060.244025416160941
28410.7651801143524080.234819885647592
28510.7456051038880320.254394896111968
28610.7651801143524080.234819885647592
28700.760927999514294-0.760927999514294
28810.7604309730864840.239569026913516
28900.765180114352408-0.765180114352408
29010.7778913225227570.222108677477243
29100.765180114352408-0.765180114352408
29210.7525429021046830.247457097895317
29310.7192943697765490.280705630223451
29410.7651801143524080.234819885647592
29510.7572272564481350.242772743551864
29600.758283519872552-0.758283519872552
29710.7651801143524080.234819885647592
29800.765180114352408-0.765180114352408
29910.7651801143524080.234819885647592
30010.7504882459847620.249511754015238
30100.760525555070339-0.760525555070339
30210.7687506451014210.231249354898579
30310.7635476845337810.236452315466219
30400.765180114352408-0.765180114352408
30510.7601009750701970.239899024929803
30610.7491485616808290.250851438319171
30700.765180114352408-0.765180114352408
30800.73683570581095-0.73683570581095
30910.7536041924384880.246395807561512
31000.765180114352408-0.765180114352408
31100.765180114352408-0.765180114352408
31210.7190823173575980.280917682642402
31300.765180114352408-0.765180114352408
31400.741766802028823-0.741766802028823
31510.7536453994023550.246354600597645
31610.7569584981230240.243041501876976
31710.7664021620320370.233597837967962
31810.7422344867737820.257765513226218
31910.7594007331524050.240599266847595
32010.7651801143524080.234819885647592
32110.7651801143524080.234819885647592
32210.7651801143524080.234819885647592
32310.7651801143524080.234819885647592
32400.765180114352408-0.765180114352408
32510.7651801143524080.234819885647592
32610.7647519167582890.235248083241711
32700.765180114352408-0.765180114352408
32800.765180114352408-0.765180114352408
32910.7651801143524080.234819885647592
33010.7651801143524080.234819885647592
33110.7651801143524080.234819885647592
33210.7651801143524080.234819885647592
33310.7651801143524080.234819885647592
33410.761456960428810.23854303957119
33510.7643361603534580.235663839646542
33610.7616704095791550.238329590420845
33710.7683201169723030.231679883027697
33810.7651801143524080.234819885647592
33910.7640462303378560.235953769662144
34010.7550493572390330.244950642760967
34110.7528234977738860.247176502226114
34210.7651801143524080.234819885647592
34310.7651801143524080.234819885647592
34410.7651801143524080.234819885647592
34510.765875096416120.234124903583879
34610.7651801143524080.234819885647592
34710.7659076100432680.234092389956732
34810.7651801143524080.234819885647592
34910.7651801143524080.234819885647592
35010.7603906345543110.239609365445689
35110.7684140744885470.231585925511453
35210.7577014612512570.242298538748743
35310.755359613339640.24464038666036
35410.763692389505250.23630761049475
35510.7651801143524080.234819885647592
35610.7651801143524080.234819885647592
35710.7456199407733780.254380059226622
35810.7651801143524080.234819885647592
35910.7651801143524080.234819885647592
36010.7651801143524080.234819885647592
36110.7602348016047170.239765198395283
36210.7651801143524080.234819885647592
36310.7651801143524080.234819885647592
36400.734836133509218-0.734836133509218
36510.7563170969336640.243682903066336
36610.7651801143524080.234819885647592
36710.7651801143524080.234819885647592
36810.7651801143524080.234819885647592
36910.7651801143524080.234819885647592
37010.7627745992647350.237225400735265
37110.7651801143524080.234819885647592
37210.7709994811577760.229000518842224
37310.7409599682833070.259040031716693
37410.7584392282121430.241560771787857
37510.7651801143524080.234819885647592
37610.7651801143524080.234819885647592
37710.763665432558030.23633456744197
37810.7595538684010460.240446131598954
37910.7611820951442090.238817904855791
38010.7651801143524080.234819885647592
38110.7651801143524080.234819885647592
38210.7494478393469430.250552160653057
38310.7976905109522770.202309489047723
38410.7651801143524080.234819885647592
38510.7501436602340440.249856339765956
38610.7445728506091080.255427149390892
38710.7626792055676920.237320794432308
38810.7642811364594430.235718863540557
38910.7621431747851840.237856825214816
39010.7631943983261040.236805601673896
39110.7514841158156120.248515884184388
39210.7640737253240240.235926274675976
39310.7629096986335630.237090301366437
39410.7479321929319950.252067807068005
39500.74930377056762-0.74930377056762
39610.7649690467305780.235030953269422
39710.7713706088256360.228629391174364
39800.356577703658444-0.356577703658444
39910.7584452778698520.241554722130148
40000.806395081191039-0.806395081191039
40110.7582040422474560.241795957752544
40210.7528884836641060.247111516335894
40310.7641630232530250.235836976746975
40400.74224893446483-0.74224893446483
40510.75978748659420.2402125134058
40610.7457641157265510.254235884273449
40710.7487428126670270.251257187332973
40810.7561402928036740.243859707196326
40910.7605406933154350.239459306684565
41010.7652761525737530.234723847426247
41110.6929370133735170.307062986626483
41200.767949346394844-0.767949346394844
41300.759795714152478-0.759795714152478
41400.707926232713373-0.707926232713373
41510.7601374080080270.239862591991973
41610.7677429592785090.232257040721491
41710.7770177435634630.222982256436537
41800.744533875925914-0.744533875925914
41910.7374705212716660.262529478728334
42010.7703081104532180.229691889546782
42110.7667267244384340.233273275561566
42210.6781866364073550.321813363592645
42300.836187597129757-0.836187597129757
42410.8112209745002330.188779025499767
42510.7596583429795250.240341657020476
42600.692696756843306-0.692696756843306
42710.7969641012446950.203035898755305
42810.4855514531985290.514448546801471
42910.7526420479753350.247357952024665
43010.6887011364921610.311298863507839
43110.852430631137140.147569368862859


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
90.7056360316927510.5887279366144970.294363968307249
100.5570342686979280.8859314626041430.442965731302072
110.7773858517466110.4452282965067780.222614148253389
120.8569902971356180.2860194057287650.143009702864382
130.8146466913489420.3707066173021170.185353308651058
140.7857492808732280.4285014382535450.214250719126772
150.775633185083230.4487336298335420.224366814916771
160.7935155661770760.4129688676458470.206484433822924
170.7798064859278670.4403870281442660.220193514072133
180.7625889270233040.4748221459533920.237411072976696
190.7618082839666370.4763834320667250.238191716033363
200.7757835499747320.4484329000505360.224216450025268
210.7706984641928360.4586030716143290.229301535807164
220.7650809360746090.4698381278507810.234919063925391
230.7568271557813320.4863456884373370.243172844218669
240.7269606725834010.5460786548331970.273039327416599
250.705193483302050.5896130333958990.294806516697949
260.7282005578811050.5435988842377910.271799442118895
270.7479357837673520.5041284324652960.252064216232648
280.7570630999498390.4858738001003220.242936900050161
290.7732054976876170.4535890046247670.226794502312383
300.7665526887820360.4668946224359280.233447311217964
310.792667987487350.4146640250253010.207332012512650
320.8179267025401850.3641465949196290.182073297459815
330.8221741260576540.3556517478846920.177825873942346
340.830545918474880.3389081630502380.169454081525119
350.8120178541858240.3759642916283510.187982145814176
360.8024679536323960.3950640927352080.197532046367604
370.8082405993874770.3835188012250470.191759400612523
380.8183566898882030.3632866202235940.181643310111797
390.8458853881047050.3082292237905910.154114611895295
400.8402686406465470.3194627187069060.159731359353453
410.8150961553409570.3698076893180860.184903844659043
420.8098223243282470.3803553513435060.190177675671753
430.8031963759792920.3936072480414150.196803624020708
440.793997013399330.4120059732013410.206002986600671
450.7890946317728150.421810736454370.210905368227185
460.8136760088871850.3726479822256310.186323991112815
470.856282060922970.2874358781540600.143717939077030
480.8778355144295830.2443289711408350.122164485570417
490.875219850185130.2495602996297390.124780149814869
500.868434638919330.2631307221613410.131565361080670
510.8786288626762570.2427422746474860.121371137323743
520.8875958341634130.2248083316731750.112404165836587
530.8976333594990490.2047332810019030.102366640500951
540.9057327013088580.1885345973822840.094267298691142
550.9159304673352960.1681390653294070.0840695326647037
560.9160847129161520.1678305741676960.0839152870838479
570.916635963889460.1667280722210790.0833640361105397
580.9140688853901380.1718622292197230.0859311146098615
590.9096541267392770.1806917465214450.0903458732607227
600.9194115131879260.1611769736241470.0805884868120737
610.926958795476860.146082409046280.07304120452314
620.9218429937665530.1563140124668940.078157006233447
630.9309053183138140.1381893633723730.0690946816861865
640.937990167696570.1240196646068590.0620098323034293
650.9359926329083370.1280147341833250.0640073670916626
660.9268462427238980.1463075145522040.073153757276102
670.9221140399079240.1557719201841530.0778859600920764
680.9302614948283450.1394770103433100.0697385051716548
690.9295749833850880.1408500332298230.0704250166149117
700.934917475180440.1301650496391220.0650825248195608
710.9435287716578580.1129424566842840.0564712283421418
720.941700096803530.1165998063929390.0582999031964693
730.9400332219969210.1199335560061570.0599667780030785
740.9372234722186230.1255530555627530.0627765277813766
750.9353104481228680.1293791037542650.0646895518771325
760.9449893181253150.1100213637493690.0550106818746847
770.9428549607254180.1142900785491650.0571450392745824
780.9386629297306820.1226741405386370.0613370702693183
790.934833075130090.1303338497398180.0651669248699092
800.947349791585620.105300416828760.05265020841438
810.9445707869544570.1108584260910860.0554292130455428
820.9511335064077480.09773298718450360.0488664935922518
830.9488626705660570.1022746588678870.0511373294339435
840.9452035745053380.1095928509893250.0547964254946624
850.9421034614543180.1157930770913640.0578965385456821
860.9501881754157280.09962364916854440.0498118245842722
870.9495057266753520.1009885466492970.0504942733246483
880.9463901009710730.1072197980578550.0536098990289274
890.943218676000160.1135626479996800.0567813239998399
900.9397085125929070.1205829748141860.0602914874070932
910.9359873657422530.1280252685154940.064012634257747
920.9458296352945230.1083407294109530.0541703647054766
930.9428503982136150.1142992035727690.0571496017863847
940.9528290980836440.0943418038327120.047170901916356
950.9495013030151340.1009973939697310.0504986969848655
960.9584595969818110.08308080603637790.0415404030181889
970.95580948820380.0883810235924010.0441905117962005
980.9668554302579620.0662891394840760.033144569742038
990.9646210960159720.07075780796805510.0353789039840276
1000.9713154586782710.05736908264345730.0286845413217286
1010.9763222387401080.04735552251978310.0236777612598916
1020.9744470040003730.05110599199925430.0255529959996272
1030.9726582699857340.05468346002853290.0273417300142665
1040.9705641950783580.05887160984328470.0294358049216423
1050.9683734838900580.06325303221988360.0316265161099418
1060.9660286704020650.06794265919586950.0339713295979348
1070.9725127332698540.05497453346029180.0274872667301459
1080.9775028050229420.04499438995411520.0224971949770576
1090.9757839026571460.04843219468570780.0242160973428539
1100.9806600820533070.03867983589338530.0193399179466927
1110.9792964994381860.04140700112362770.0207035005618139
1120.9836416935507150.03271661289856930.0163583064492846
1130.9822635319648370.03547293607032710.0177364680351635
1140.9859130535345650.02817389293087070.0140869464654353
1150.9887382281012650.02252354379746990.0112617718987349
1160.9880046318841720.02399073623165590.0119953681158279
1170.9870155803147620.02596883937047690.0129844196852384
1180.9860996526618640.02780069467627120.0139003473381356
1190.9892762055068430.02144758898631440.0107237944931572
1200.988300217335840.02339956532832120.0116997826641606
1210.9875897771223370.02482044575532630.0124102228776632
1220.9865752033531820.02684959329363540.0134247966468177
1230.986152994254250.02769401149150020.0138470057457501
1240.9888309468284910.02233810634301770.0111690531715088
1250.9913585474851970.01728290502960560.0086414525148028
1260.9934247083080220.01315058338395600.00657529169197802
1270.9928675103679660.01426497926406740.00713248963203369
1280.9922767660680380.01544646786392480.00772323393196238
1290.991653822297460.01669235540508080.0083461777025404
1300.9908722343297460.01825553134050760.0091277656702538
1310.9900241413885050.01995171722298960.0099758586114948
1320.9891035684373930.02179286312521390.0108964315626070
1330.9880163257144340.02396734857113250.0119836742855662
1340.9870065915390780.02598681692184330.0129934084609217
1350.985680240225620.0286395195487580.014319759774379
1360.984202353776180.03159529244764030.0157976462238201
1370.9826364070648730.03472718587025410.0173635929351270
1380.9808241232130760.0383517535738490.0191758767869245
1390.978818426492160.04236314701568220.0211815735078411
1400.9765939770881320.04681204582373670.0234060229118684
1410.9742172967060.05156540658799970.0257827032939998
1420.9715162235068440.05696755298631180.0284837764931559
1430.9686201194300140.06275976113997140.0313798805699857
1440.9654400905149280.06911981897014460.0345599094850723
1450.9621754628879960.07564907422400770.0378245371120038
1460.9584714838131810.08305703237363740.0415285161868187
1470.954251028824510.09149794235098110.0457489711754906
1480.9498351811884180.1003296376231630.0501648188115817
1490.9449116506961620.1101766986076770.0550883493038384
1500.9394781246448860.1210437507102270.0605218753551136
1510.9336520491962640.1326959016074720.0663479508037359
1520.9283467836098640.1433064327802720.071653216390136
1530.921849384461230.1563012310775400.0781506155387702
1540.9146696035088410.1706607929823180.085330396491159
1550.906922709619310.1861545807613780.093077290380689
1560.8985544707236570.2028910585526850.101445529276343
1570.8896030825449760.2207938349100490.110396917455024
1580.880130316028220.2397393679435590.119869683971779
1590.8702814110570720.2594371778858550.129718588942928
1600.8595085046766840.2809829906466330.140491495323316
1610.848097600046540.3038047999069210.151902399953460
1620.836041751253410.327916497493180.16395824874659
1630.823337330296530.3533253394069400.176662669703470
1640.8096826881699680.3806346236600650.190317311830032
1650.796339356587570.407321286824860.20366064341243
1660.781705392305970.4365892153880610.218294607694030
1670.7664471185213050.467105762957390.233552881478695
1680.7535767602088570.4928464795822860.246423239791143
1690.7330993825358570.5338012349282860.266900617464143
1700.7160969350327610.5678061299344780.283903064967239
1710.6985607911967680.6028784176064640.301439208803232
1720.6806757993897280.6386484012205440.319324200610272
1730.6621754656102590.6756490687794830.337824534389742
1740.6439955113164620.7120089773670760.356004488683538
1750.6246992979104260.7506014041791490.375300702089574
1760.6057609492575730.7884781014848540.394239050742427
1770.6005111758872650.798977648225470.399488824112735
1780.6557532526308170.6884934947383660.344246747369183
1790.6367193429124010.7265613141751980.363280657087599
1800.6173214925901640.7653570148196730.382678507409836
1810.5989702893095990.8020594213808020.401029710690401
1820.6512192169618940.6975615660762120.348780783038106
1830.6333420586645860.7333158826708280.366657941335414
1840.6897730359827250.620453928034550.310226964017275
1850.7367336966937910.5265326066124180.263266303306209
1860.7770063265977860.4459873468044290.222993673402214
1870.8118353572434640.3763292855130720.188164642756536
1880.7986998631450280.4026002737099440.201300136854972
1890.7843672368835040.4312655262329920.215632763116496
1900.7696028121950440.4607943756099130.230397187804956
1910.7552403968039840.4895192063920310.244759603196016
1920.7393904494915580.5212191010168850.260609550508442
1930.723735263195230.552529473609540.27626473680477
1940.7068699500633680.5862600998732640.293130049936632
1950.6899229591348620.6201540817302760.310077040865138
1960.7376297159576780.5247405680846450.262370284042322
1970.770909690224770.4581806195504610.229090309775231
1980.8109040109624950.378191978075010.189095989037505
1990.8461403491074620.3077193017850750.153859650892538
2000.8799962037215340.2400075925569320.120003796278466
2010.9055043212007210.1889913575985580.0944956787992789
2020.9267838497213940.1464323005572110.0732161502786056
2030.9442236209536620.1115527580926760.0557763790463382
2040.9567796691461760.08644066170764780.0432203308538239
2050.971156280250830.05768743949834080.0288437197491704
2060.9789800667615970.04203986647680680.0210199332384034
2070.9855775269221070.0288449461557860.014422473077893
2080.9900881595661750.01982368086764930.00991184043382467
2090.9923014829928480.01539703401430350.00769851700715177
2100.9952107333399990.009578533320002430.00478926666000122
2110.9945227083073230.01095458338535430.00547729169267713
2120.9937452491999060.01250950160018720.00625475080009359
2130.9928845835974170.01423083280516600.00711541640258298
2140.9918733331084180.01625333378316340.0081266668915817
2150.990747753443020.01850449311395880.0092522465569794
2160.98953150900830.02093698198340160.0104684909917008
2170.988184533229170.02363093354166120.0118154667708306
2180.9865498780349270.02690024393014530.0134501219650727
2190.9848560858235220.03028782835295640.0151439141764782
2200.983495506769930.03300898646013910.0165044932300695
2210.9814097183473140.03718056330537090.0185902816526854
2220.9791089753116040.04178204937679110.0208910246883955
2230.976571984457480.04685603108503980.0234280155425199
2240.9741836971150.05163260577000120.0258163028850006
2250.9711429398920070.05771412021598660.0288570601079933
2260.9682819806976470.06343603860470690.0317180193023534
2270.9648127143497070.07037457130058680.0351872856502934
2280.9608698253312690.07826034933746260.0391301746687313
2290.9563286478867150.08734270422657050.0436713521132853
2300.951623883044420.09675223391116130.0483761169555806
2310.9464043383708450.1071913232583100.0535956616291551
2320.9412176194875190.1175647610249620.0587823805124811
2330.9352569632860540.1294860734278920.0647430367139458
2340.9291269489590640.1417461020818720.070873051040936
2350.922236764879780.1555264702404400.0777632351202201
2360.9148009741622520.1703980516754960.0851990258377479
2370.906888066007340.1862238679853190.0931119339926597
2380.898891493827380.2022170123452420.101108506172621
2390.8899279226603970.2201441546792060.110072077339603
2400.8804071715262630.2391856569474750.119592828473737
2410.8703201360128620.2593597279742760.129679863987138
2420.859760718451590.2804785630968210.140239281548410
2430.8485276626971970.3029446746056060.151472337302803
2440.8374699848058180.3250600303883630.162530015194182
2450.8232790377055490.3534419245889030.176720962294451
2460.8585538803239350.2828922393521300.141446119676065
2470.8890873138554850.2218253722890300.110912686144515
2480.8806207401445740.2387585197108520.119379259855426
2490.9078983484681470.1842033030637060.0921016515318529
2500.9305964492755750.1388071014488490.0694035507244245
2510.9249311234000420.1501377531999160.075068876599958
2520.9445164675748580.1109670648502850.0554835324251424
2530.9382845951266440.1234308097467110.0617154048733557
2540.9315174031165760.1369651937668470.0684825968834234
2550.9240258583285010.1519482833429980.0759741416714988
2560.916457011066910.1670859778661790.0835429889330897
2570.909483116158020.1810337676839600.0905168838419802
2580.9048765826764020.1902468346471960.095123417323598
2590.9288094782638980.1423810434722050.0711905217361025
2600.9215511544936480.1568976910127040.0784488455063518
2610.942452386163010.1150952276739790.0575476138369893
2620.9590348638701030.08193027225979340.0409651361298967
2630.9541315087114950.09173698257701040.0458684912885052
2640.9494871012046710.1010257975906580.0505128987953288
2650.964632038004880.0707359239902420.035367961995121
2660.9603074026592280.07938519468154320.0396925973407716
2670.972920856000260.05415828799947980.0270791439997399
2680.9691545755184220.06169084896315680.0308454244815784
2690.9795437661977370.04091246760452550.0204562338022627
2700.9774015753995370.04519684920092660.0225984246004633
2710.985503588212480.02899282357503850.0144964117875193
2720.9911145601878050.01777087962439050.00888543981219527
2730.9948223599923120.01035528001537630.00517764000768814
2740.9941375546603160.01172489067936720.00586244533968358
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2800.9942177322710160.01156453545796770.00578226772898383
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2900.9967665382574040.006466923485191530.00323346174259577
2910.9983836815826560.003232636834687390.00161631841734369
2920.9980505573837630.003898885232473520.00194944261623676
2930.9976179057618180.004764188476365070.00238209423818254
2940.9971321529018170.005735694196366580.00286784709818329
2950.9966098214002050.006780357199589720.00339017859979486
2960.9982544773606420.003491045278715940.00174552263935797
2970.9978807671892220.004238465621556020.00211923281077801
2980.9990262559110010.001947488177996940.000973744088998471
2990.998801285714770.002397428570461510.00119871428523076
3000.9985720029793540.002855994041292870.00142799702064643
3010.9993598145652030.001280370869595010.000640185434797507
3020.999205996093930.001588007812138340.000794003906069168
3030.999017897818830.001964204362340360.000982102181170181
3040.9996039528646770.000792094270646540.00039604713532327
3050.9994950861680210.001009827663957630.000504913831978814
3060.9993848898559130.001230220288173050.000615110144086524
3070.999772510019420.0004549799611610570.000227489980580529
3080.9999080584458940.0001838831082110559.19415541055274e-05
3090.9998878283742450.0002243432515090910.000112171625754545
3100.9999679207129256.41585741501871e-053.20792870750936e-05
3110.9999924405457631.51189084738074e-057.55945423690371e-06
3120.9999894639785652.10720428704601e-051.05360214352300e-05
3130.99999797405054.05189899940732e-062.02594949970366e-06
3140.999999609324437.8135113883499e-073.90675569417495e-07
3150.9999994472440471.10551190563064e-065.5275595281532e-07
3160.9999991911791621.61764167545628e-068.08820837728139e-07
3170.9999988343147462.33137050836495e-061.16568525418247e-06
3180.9999984380622953.12387540908817e-061.56193770454408e-06
3190.9999977918939634.41621207358561e-062.20810603679281e-06
3200.9999968512768346.29744633220404e-063.14872316610202e-06
3210.9999955295840418.94083191725201e-064.47041595862601e-06
3220.9999936811252211.26377495577611e-056.31887477888056e-06
3230.999991108204181.77835916419522e-058.89179582097608e-06
3240.9999986497890332.7004219349048e-061.3502109674524e-06
3250.9999980343796813.93124063739896e-061.96562031869948e-06
3260.9999971560249345.68795013227075e-062.84397506613537e-06
3270.9999996764663826.47067236758158e-073.23533618379079e-07
3280.9999999770184164.59631673402187e-082.29815836701094e-08
3290.9999999635871067.28257873943068e-083.64128936971534e-08
3300.9999999425905531.14818893647508e-075.74094468237539e-08
3310.9999999099388071.80122385016516e-079.00611925082578e-08
3320.9999998594304372.81139125414559e-071.40569562707279e-07
3330.9999997817183954.36563209753677e-072.18281604876839e-07
3340.9999996665172626.66965475860824e-073.33482737930412e-07
3350.9999994885004861.02299902808433e-065.11499514042165e-07
3360.9999992244068661.55118626753209e-067.75593133766043e-07
3370.9999988459911972.30801760680596e-061.15400880340298e-06
3380.999998252974943.49405011883931e-061.74702505941966e-06
3390.9999973743533875.25129322709195e-062.62564661354598e-06
3400.9999962009475837.59810483319918e-063.79905241659959e-06
3410.9999944785336691.10429326624314e-055.52146633121568e-06
3420.999991819599111.63608017816028e-058.18040089080142e-06
3430.9999879497477922.41005044165741e-051.20502522082871e-05
3440.999982352205613.52955887819806e-051.76477943909903e-05
3450.9999746921142935.06157714140922e-052.53078857070461e-05
3460.9999633480803097.33038393821768e-053.66519196910884e-05
3470.9999477684168210.0001044631663582235.22315831791114e-05
3480.9999252556037540.0001494887924925477.47443962462735e-05
3490.9998936944581750.0002126110836507520.000106305541825376
3500.9998515397656720.0002969204686563230.000148460234328161
3510.9997928590647330.0004142818705338350.000207140935266918
3520.999715171369180.0005696572616379270.000284828630818964
3530.9996156172377960.0007687655244076930.000384382762203846
3540.9994685279723620.001062944055276190.000531472027638095
3550.9992717476267430.001456504746513440.00072825237325672
3560.9990086753234450.001982649353109280.000991324676554638
3570.9986377087379820.002724582524036890.00136229126201844
3580.9981696994448580.003660601110284230.00183030055514212
3590.9975575564647070.004884887070586940.00244244353529347
3600.9967629621776970.006474075644606740.00323703782230337
3610.995777061563940.00844587687211930.00422293843605965
3620.994479755654870.01104048869025980.00552024434512991
3630.9928345976289120.01433080474217520.00716540237108762
3640.9971114104361180.005777179127764020.00288858956388201
3650.996228688736770.007542622526459770.00377131126322988
3660.9949957452773710.01000850944525760.00500425472262882
3670.993409942561880.01318011487623860.00659005743811932
3680.9913879059967540.01722418800649190.00861209400324596
3690.9888322520551320.02233549588973600.0111677479448680
3700.985722353776190.02855529244761950.0142776462238098
3710.9817657428753270.03646851424934630.0182342571246732
3720.9768954670173450.04620906596531040.0231045329826552
3730.9704871978871240.05902560422575270.0295128021128764
3740.9630149483498150.07397010330036910.0369850516501846
3750.9542156547283160.0915686905433670.0457843452716835
3760.9437835563752430.1124328872495140.0562164436247568
3770.9332732664546190.1334534670907620.0667267335453809
3780.9200213624132360.1599572751735280.0799786375867638
3790.904582228776490.1908355424470190.0954177712235095
3800.8864679450400480.2270641099199040.113532054959952
3810.866033766908030.2679324661839380.133966233091969
3820.8408458332251560.3183083335496880.159154166774844
3830.8248153825948430.3503692348103140.175184617405157
3840.7973036467487320.4053927065025360.202696353251268
3850.7706138117040420.4587723765919170.229386188295958
3860.7408099277131120.5183801445737760.259190072286888
3870.7085939498923020.5828121002153970.291406050107698
3880.6752045728474280.6495908543051450.324795427152572
3890.6396706710585610.7206586578828780.360329328941439
3900.6057324648642770.7885350702714470.394267535135723
3910.5707725900518020.8584548198963960.429227409948198
3920.5345038824626070.9309922350747860.465496117537393
3930.4963203676963430.9926407353926850.503679632303657
3940.4574908334376070.9149816668752130.542509166562393
3950.6799366906659840.6401266186680320.320063309334016
3960.6450562628685040.7098874742629920.354943737131496
3970.6157479680988850.7685040638022290.384252031901115
3980.5665790698948330.8668418602103350.433420930105168
3990.5230603650836930.9538792698326140.476939634916307
4000.5608803490467580.8782393019064850.439119650953242
4010.5083018611296790.9833962777406420.491698138870321
4020.4690638953381720.9381277906763440.530936104661828
4030.4340420450693460.8680840901386920.565957954930654
4040.5860884339629060.8278231320741880.413911566037094
4050.5373235227815640.9253529544368730.462676477218436
4060.4847728434489970.9695456868979930.515227156551003
4070.4331903066222380.8663806132444750.566809693377762
4080.4096763905859410.8193527811718810.59032360941406
4090.3860032003180780.7720064006361570.613996799681922
4100.3293755911486840.6587511822973680.670624408851316
4110.3119450585663190.6238901171326370.688054941433681
4120.4577870434226580.9155740868453160.542212956577342
4130.5692825410357140.8614349179285720.430717458964286
4140.78211145324330.4357770935133980.217888546756699
4150.7060239870707380.5879520258585240.293976012929262
4160.6156868732572490.7686262534855020.384313126742751
4170.5786609770662460.8426780458675090.421339022933754
4180.8528957860837670.2942084278324670.147104213916233
4190.7727166393627950.454566721274410.227283360637205
4200.6577748677998010.6844502644003970.342225132200199
4210.5233202400965990.9533595198068020.476679759903401
4220.7330536347689510.5338927304620990.266946365231049


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level810.195652173913043NOK
5% type I error level1560.376811594202899NOK
10% type I error level1950.471014492753623NOK