Multiple Linear Regression - Estimated Regression Equation
Learning[t] = + 4.76348289506874 -0.485576603308534Pop[t] -0.00437931852270916t -5.10504111858711e-05Pop_t[t] -0.0558670662591829Connected[t] + 0.145224903907176Connected_p[t] + 0.156566737435064Separate[t] -0.170900646235258Separate_p[t] + 0.562361449228819Software[t] -0.0335162245982637Software_p[t] + 0.112073294456415Happiness[t] -0.0279623279275028Happiness_p[t] -0.011262554231335Belonging[t] + 0.0306569232903473Belonging_p[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)4.763482895068742.614731.82180.0696820.034841
Pop-0.4855766033085343.374018-0.14390.8856820.442841
t-0.004379318522709160.006347-0.690.4908510.245425
Pop_t-5.10504111858711e-050.007154-0.00710.9943120.497156
Connected-0.05586706625918290.052286-1.06850.2863330.143167
Connected_p0.1452249039071760.070052.07310.0391830.019591
Separate0.1565667374350640.0598192.61730.0094020.004701
Separate_p-0.1709006462352580.074506-2.29380.0226320.011316
Software0.5623614492288190.0822576.836600
Software_p-0.03351622459826370.10926-0.30680.7592830.379642
Happiness0.1120732944564150.0750651.4930.1366910.068346
Happiness_p-0.02796232792750280.101031-0.27680.7821860.391093
Belonging-0.0112625542313350.018356-0.61360.5400670.270033
Belonging_p0.03065692329034730.0239321.2810.2013710.100685


Multiple Linear Regression - Regression Statistics
Multiple R0.680098352063563
R-squared0.462533768479574
Adjusted R-squared0.434585524440512
F-TEST (value)16.5496539901795
F-TEST (DF numerator)13
F-TEST (DF denominator)250
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation1.84674512097084
Sum Squared Residuals852.616885457403


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
11315.9440565190857-2.94405651908571
21616.2363436409125-0.23634364091247
31916.58159086556272.41840913443732
41512.03908446579012.9609155342099
51416.45830173466-2.45830173466005
61315.2783754710599-2.27837547105988
71915.83909599178773.16090400821228
81516.8975453044673-1.89754530446734
91415.9962188225434-1.99621882254335
101514.49039762908320.509602370916777
111615.43091272426410.569087275735903
121615.94581810947730.0541818905227417
131615.60089760604610.399102393953892
141615.36651712513540.633482874864622
151717.7638906496412-0.763890649641175
161515.2420218355414-0.242021835541392
171514.88137055074180.118629449258239
182016.53180255091773.4681974490823
191815.37008703799822.6299129620018
201615.38746183260480.612538167395183
211615.18262358482910.817376415170891
221615.09636039289380.903639607106195
231916.21611232093362.78388767906639
241614.83150872370261.16849127629737
251716.63736252071160.362637479288438
261716.55123910511880.448760894881163
271614.98168143711911.01831856288093
281516.4919081196921-1.49190811969211
291615.74578322475790.254216775242091
301414.2232383184461-0.223238318446112
311515.7097743338415-0.709774333841459
321212.4616113118721-0.461611311872121
331415.0889318175983-1.08893181759831
341615.87201979688970.127980203110276
351415.6898721324382-1.68987213243815
361012.9295370645357-2.9295370645357
371012.9994597313448-2.99945973134484
381415.8382228338837-1.83822283388374
391614.44445874810611.55554125189393
401614.4753031379311.524696862069
411614.92911613144621.07088386855383
421415.8034741256171-1.80347412561714
432017.35006293972782.64993706027219
441414.0437664216633-0.0437664216633002
451414.9611162832643-0.9611162832643
461115.4688429291675-4.4688429291675
471416.30354074625-2.30354074624999
481515.0602439744061-0.0602439744061165
491615.41537904721420.584620952785766
501415.8874635339514-1.88746353395141
511616.5127229279992-0.512722927999202
521414.2423891525918-0.242389152591754
531214.9227371306956-2.9227371306956
541615.61891471515720.381085284842825
55911.310404695743-2.31040469574303
561412.7430667106331.25693328936703
571616.1500795019895-0.150079501989472
581615.03219920663370.967800793366348
591515.0491518114201-0.0491518114200926
601614.3076452529831.69235474701699
611211.68974533459980.310254665400209
621615.84442002726230.155579972737695
631616.4158760223166-0.415876022316569
641414.2661270324814-0.26612703248142
651615.23885074096980.761149259030229
661715.8503187444031.14968125559698
671816.30534905505081.6946509449492
681814.51277880668083.48722119331916
691215.7134625958035-3.71346259580352
701615.51096881703230.489031182967691
711013.5506652666734-3.55066526667343
721414.3946930257855-0.394693025785526
731816.67007493295151.3299250670485
741816.7616756683011.23832433169896
751615.66549182554410.334508174455855
761714.3166248017932.683375198207
771616.3751334365384-0.375133436538421
781614.77510432302591.22489567697406
791315.0867490383646-2.08674903836457
801615.32958242204830.670417577951724
811615.49179668285380.508203317146203
821615.49659312794360.503406872056406
831515.8511137741534-0.851113774153397
841514.75320974796090.246790252039134
851614.36515459721111.63484540278886
861414.209319149896-0.209319149895987
871615.21582762973180.784172370268221
881614.50760722539221.4923927746078
891514.65191840402080.348081595979188
901213.7385277319648-1.73852773196484
911716.70635665601810.293643343981867
921615.51132001775790.488679982242059
931515.4380178290487-0.438017829048742
941315.0139464249235-2.01394642492355
951615.0117334299940.988266570005964
961615.87967504269120.120324957308769
971613.98125498972882.01874501027116
981616.0095902503458-0.00959025034578832
991414.2068186479575-0.206818647957546
1001617.0221381364917-1.02213813649165
1011614.87741022499671.1225897750033
1022017.43951139416042.56048860583956
1031514.30222611054830.697773889451698
1041614.81805124634311.18194875365693
1051315.3503044683544-2.35030446835443
1061715.86808841589851.13191158410155
1071615.89331311288380.106686887116215
1081614.22032485963241.77967514036762
1091212.4705261416388-0.470526141638752
1101615.24027650278130.759723497218674
1111615.84744640379190.152553596208056
1121714.67091002809682.32908997190318
1131313.8955434431428-0.895543443142771
1141214.8681530193762-2.86815301937621
1151816.50464789946671.49535210053333
1161415.239273166593-1.23927316659303
1171412.93210130992151.06789869007849
1181314.5353070593503-1.53530705935028
1191615.8994589447260.100541055274027
1201314.0386410349391-1.0386410349391
1211615.65142258032840.348577419671636
1221315.9078827089936-2.9078827089936
1231616.6339920627059-0.633992062705861
1241516.0535128859177-1.05351288591774
1251616.5794602417009-0.579460241700854
1261515.2097822853631-0.209782285363102
1271715.77033906275421.22966093724583
1281514.07226627330270.927733726697263
1291214.8362505676798-2.83625056767976
1301613.84728515905452.1527148409455
1311013.5951868615487-3.59518686154867
1321613.72284918532072.27715081467934
1331214.0109075337477-2.01090753374774
1341415.4887788170539-1.48877881705388
1351515.4640134652598-0.464013465259818
1361312.59417315996970.405826840030297
1371514.42412167290020.575878327099804
1381113.1065325076259-2.10653250762593
1391213.0359223431769-1.03592234317685
1401113.1173218517186-2.11732185171859
1411612.5650444017753.43495559822504
1421513.53368389407431.46631610592566
1431716.60155949558440.398440504415638
1441614.65267461637641.34732538362363
1451014.0681012372182-4.06810123721825
1461815.79824312768682.2017568723132
1471314.7625289679238-1.76252896792382
1481614.8473632948131.15263670518698
1491313.2190152184265-0.219015218426485
1501013.1461397459846-3.14613974598463
1511516.3321807790856-1.33218077908561
1521613.580350848762.41964915124
1531611.74735923772564.2526407622744
1541412.8298463682341.17015363176601
1551012.9326217251075-2.93262172510748
1561716.4183826753150.581617324685043
1571311.60027089252721.39972910747278
1581513.93935520528591.06064479471411
1591614.69282606646541.30717393353456
1601212.7530299290138-0.753029929013813
1611312.749178483620.250821516379981
1621312.61737653628780.38262346371218
1631211.54416091862640.455839081373624
1641715.83173202838921.16826797161076
1651514.18096137817320.819038621826762
1661012.5162284574896-2.51622845748959
1671414.3993498832206-0.399349883220634
1681113.7491700074955-2.74917000749547
1691314.9069014283352-1.90690142833521
1701615.23838782427370.761612175726268
1711210.22627983902391.77372016097606
1721615.52260120632190.477398793678094
1731212.9489417965926-0.948941796592602
174911.024497259364-2.02449725936401
1751214.1003626138382-2.1003626138382
1761514.44926206441160.550737935588401
1771211.82966195652410.17033804347592
1781212.6339706678772-0.633970667877187
1791413.76347075604750.236529243952493
1801213.1058565971907-1.10585659719067
1811615.30519998943370.694800010566342
1821110.78463211772310.215367882276936
1831917.19473345812571.80526654187433
1841514.26123454159220.738765458407801
185814.647244934307-6.64724493430698
1861615.14692217431110.85307782568894
1871714.17817806957182.82182193042824
1881211.25271163250010.74728836749991
1891111.5406875312444-0.540687531244425
1901111.1376664801757-0.137666480175688
1911415.3288560535754-1.32885605357541
1921615.53504666404770.464953335952285
193129.888298157819712.11170184218029
1941614.47202088588391.52797911411606
1951313.625715265247-0.625715265246953
1961515.0924291635898-0.092429163589778
1971612.59538313494353.40461686505647
1981615.18325522112620.816744778873838
1991412.47464869422161.52535130577838
2001614.78328460857661.21671539142336
2011613.88411080617212.11588919382791
2021413.76265075348530.237349246514671
2031112.9503773241019-1.95037732410186
2041214.577869551733-2.57786955173304
2051512.71446559017322.28553440982683
2061514.63191191948520.368088080514808
2071614.49227088113731.50772911886274
2081615.48949715295520.510502847044806
2091113.2958817978772-2.2958817978772
2101513.58178073600341.41821926399659
2111214.1428623393701-2.14286233937013
2121216.0289096453871-4.02890964538706
2131514.58798465181680.412015348183227
2141511.89031509547483.10968490452521
2151614.57297040010911.42702959989093
2161412.74008855888071.25991144111931
2171714.58329823692772.41670176307235
2181413.21109355927940.788906440720609
2191311.98149570486251.01850429513746
2201515.4008285553322-0.40082855533223
2211314.1321980260207-1.13219802602067
2221414.0682872710141-0.068287271014069
2231514.01158370652750.988416293472523
2241212.9922206451188-0.992220645118751
2251313.1569941546857-0.15699415468565
226811.9112755129364-3.91127551293636
2271414.1924632927691-0.192463292769131
2281412.94124581809241.05875418190755
2291112.2423518553558-1.24235185535583
2301212.8422756781471-0.842275678147151
2311310.69293565390062.30706434609943
2321013.7310868426761-3.7310868426761
2331611.68066459857754.31933540142245
2341815.13398419196622.86601580803384
2351313.4508816862766-0.450881686276635
2361112.6403601339811-1.64036013398109
237410.2185991839173-6.21859918391726
2381313.5794551191926-0.579455119192583
2391614.00841613776581.9915838622342
2401010.7007996000469-0.700799600046881
2411212.06245829497-0.0624582949700043
2421213.7138232266365-1.71382322663655
243108.89763502272111.1023649772789
2441310.88200384139522.11799615860479
2451512.85822172806722.14177827193283
2461212.5004430180822-0.500443018082235
2471413.1262330931550.87376690684504
2481012.8110598932988-2.81105989329878
2491210.8883813115661.11161868843402
2501211.43599682392550.564003176074509
2511112.0849147298808-1.08491472988076
2521011.3414207812061-1.34142078120605
2531210.99905016916641.00094983083355
2541612.52496036800633.47503963199372
2551212.9490178935796-0.949017893579647
2561413.68586377729460.314136222705359
2571614.38792547426191.6120745257381
2581411.72114814169272.27885185830732
2591313.9979112437533-0.997911243753274
26048.23954017419469-4.23954017419469
2611513.8432706877971.15672931220298
2621115.3297403317004-4.32974033170044
2631111.0362068643451-0.0362068643450975
2641412.81670874227231.18329125772766


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
170.9779550875552120.04408982488957550.0220449124447877
180.9950186867951540.009962626409692230.00498131320484611
190.9910434663162510.0179130673674980.00895653368374899
200.9830046814190420.03399063716191580.0169953185809579
210.9692392514126340.06152149717473240.0307607485873662
220.9564157543079360.08716849138412860.0435842456920643
230.9414194235947140.1171611528105720.0585805764052862
240.9250375681141760.1499248637716490.0749624318858244
250.893277797090330.213444405819340.10672220290967
260.8662789262045390.2674421475909220.133721073795461
270.8239714167733330.3520571664533330.176028583226667
280.8405239322428840.3189521355142310.159476067757116
290.7947577695771710.4104844608456590.205242230422829
300.793390342552390.4132193148952190.20660965744761
310.7504450742193430.4991098515613130.249554925780656
320.7383233145921520.5233533708156960.261676685407848
330.7154342195052370.5691315609895260.284565780494763
340.6567400579175930.6865198841648130.343259942082407
350.6390602109418210.7218795781163580.360939789058179
360.7235918238734270.5528163522531470.276408176126573
370.7838673047604630.4322653904790750.216132695239537
380.7630969177182060.4738061645635890.236903082281794
390.794378314953960.411243370092080.20562168504604
400.7799661068543650.440067786291270.220033893145635
410.7498971712739240.5002056574521520.250102828726076
420.7296126912497470.5407746175005060.270387308750253
430.7554862618644940.4890274762710120.244513738135506
440.71504565885460.5699086822907990.2849543411454
450.679042281927180.641915436145640.32095771807282
460.8463515401532580.3072969196934840.153648459846742
470.8477800979009190.3044398041981630.152219902099081
480.8207314832903230.3585370334193550.179268516709677
490.7969672131486150.4060655737027710.203032786851385
500.777383743963250.44523251207350.22261625603675
510.73970579627690.52058840744620.2602942037231
520.7005411210383970.5989177579232050.299458878961603
530.7168838912464290.5662322175071410.283116108753571
540.6864670879923660.6270658240152680.313532912007634
550.6809407427339980.6381185145320050.319059257266002
560.6753136628641480.6493726742717040.324686337135852
570.6331751838406370.7336496323187260.366824816159363
580.6239232075620880.7521535848758240.376076792437912
590.5831467885220070.8337064229559850.416853211477993
600.597191195157750.8056176096844990.40280880484225
610.5625028809858130.8749942380283750.437497119014187
620.5218046151616520.9563907696766950.478195384838348
630.4800252619533680.9600505239067360.519974738046632
640.435406107910670.8708122158213390.56459389208933
650.4016044313180890.8032088626361790.598395568681911
660.388656308651110.7773126173022190.61134369134889
670.3842509067864860.7685018135729720.615749093213514
680.5177200560945230.9645598878109540.482279943905477
690.630617026494020.7387659470119590.36938297350598
700.5954160079073770.8091679841852460.404583992092623
710.6723711584608620.6552576830782750.327628841539137
720.6348543777328340.7302912445343320.365145622267166
730.6246708958679780.7506582082640450.375329104132022
740.6066483835577190.7867032328845620.393351616442281
750.5664999471467840.8670001057064320.433500052853216
760.6075920349676050.7848159300647890.392407965032395
770.5683178932687980.8633642134624050.431682106731202
780.5415581341885770.9168837316228460.458441865811423
790.5492965079020110.9014069841959790.450703492097989
800.5105676574295310.9788646851409380.489432342570469
810.4749516849870430.9499033699740860.525048315012957
820.4383894058297150.8767788116594310.561610594170285
830.4074304583241230.8148609166482460.592569541675877
840.3702547028324980.7405094056649960.629745297167502
850.3605181470943090.7210362941886180.639481852905691
860.3240333842846530.6480667685693060.675966615715347
870.2938873788514840.5877747577029680.706112621148516
880.2777302406271930.5554604812543860.722269759372807
890.2464300516126880.4928601032253760.753569948387312
900.2387403191129940.4774806382259870.761259680887006
910.2108160588742350.421632117748470.789183941125765
920.1867657320288050.3735314640576090.813234267971195
930.1640247807015460.3280495614030920.835975219298454
940.1703222636513120.3406445273026250.829677736348688
950.1533052193970030.3066104387940070.846694780602997
960.1315470358125150.263094071625030.868452964187485
970.1341529591981130.2683059183962270.865847040801887
980.1141902996061830.2283805992123650.885809700393817
990.09692825908044720.1938565181608940.903071740919553
1000.0866880830820240.1733761661640480.913311916917976
1010.07692686469778790.1538537293955760.923073135302212
1020.08925782461949090.1785156492389820.910742175380509
1030.07676477124007940.1535295424801590.923235228759921
1040.06931156604158130.1386231320831630.930688433958419
1050.08137706855224940.1627541371044990.918622931447751
1060.07273599574737620.1454719914947520.927264004252624
1070.06092819459853760.1218563891970750.939071805401462
1080.06154275615391670.1230855123078330.938457243846083
1090.05194774227158370.1038954845431670.948052257728416
1100.04413478284154250.08826956568308490.955865217158458
1110.03696479495482160.07392958990964320.963035205045178
1120.04545168057633380.09090336115266760.954548319423666
1130.03886715595143680.07773431190287370.961132844048563
1140.05095299485280770.1019059897056150.949047005147192
1150.04984357181055250.0996871436211050.950156428189448
1160.04427891095688970.08855782191377940.95572108904311
1170.04036899393477670.08073798786955350.959631006065223
1180.03695122869740330.07390245739480670.963048771302597
1190.03256742226337280.06513484452674570.967432577736627
1200.02754500052856950.05509000105713910.97245499947143
1210.02328702475222510.04657404950445030.976712975247775
1220.02888276090374820.05776552180749650.971117239096252
1230.02373924291598290.04747848583196590.976260757084017
1240.02005425156554160.04010850313108320.979945748434458
1250.01661382092386040.03322764184772070.98338617907614
1260.01332666533423540.02665333066847090.986673334665765
1270.01248359189361140.02496718378722280.987516408106389
1280.01079945287783880.02159890575567760.989200547122161
1290.01324600827588260.02649201655176520.986753991724117
1300.01667034516504480.03334069033008970.983329654834955
1310.02499479687049320.04998959374098640.975005203129507
1320.03752810325106340.07505620650212690.962471896748937
1330.03985263731822840.07970527463645680.960147362681772
1340.0349080697220820.06981613944416410.965091930277918
1350.02856609941917890.05713219883835770.971433900580821
1360.02374537464284180.04749074928568370.976254625357158
1370.02000386812088870.04000773624177740.979996131879111
1380.02413967294481510.04827934588963030.975860327055185
1390.02058014504569840.04116029009139680.979419854954302
1400.02651359628560590.05302719257121190.973486403714394
1410.03596954055510180.07193908111020360.964030459444898
1420.0322941684533620.06458833690672390.967705831546638
1430.02672852241373140.05345704482746280.973271477586269
1440.02347756688037320.04695513376074640.976522433119627
1450.03511284130417570.07022568260835130.964887158695824
1460.03814574654888720.07629149309777430.961854253451113
1470.04539737831891030.09079475663782060.95460262168109
1480.03934778932759860.07869557865519730.960652210672401
1490.03211262051082590.06422524102165180.967887379489174
1500.04268877707409690.08537755414819380.957311222925903
1510.05027607260586030.1005521452117210.94972392739414
1520.05186555067995630.1037311013599130.948134449320044
1530.07603465209323060.1520693041864610.923965347906769
1540.0804755300590510.1609510601181020.919524469940949
1550.08148259539578190.1629651907915640.918517404604218
1560.06890511576390460.1378102315278090.931094884236095
1570.0604351108358440.1208702216716880.939564889164156
1580.05150584558426630.1030116911685330.948494154415734
1590.04418640624898050.08837281249796110.955813593751019
1600.03663738579590310.07327477159180620.963362614204097
1610.02974948022484740.05949896044969480.970250519775153
1620.02404619813717260.04809239627434520.975953801862827
1630.01934760252277180.03869520504554360.980652397477228
1640.01618200824344360.03236401648688720.983817991756556
1650.01307079735971270.02614159471942530.986929202640287
1660.01305537019005960.02611074038011920.98694462980994
1670.0102469789445370.02049395788907390.989753021055463
1680.01101481111912360.02202962223824720.988985188880876
1690.01020063473567990.02040126947135990.98979936526432
1700.00848747534276590.01697495068553180.991512524657234
1710.01007545488037960.02015090976075920.98992454511962
1720.007861468588951230.01572293717790250.992138531411049
1730.006494486776939350.01298897355387870.993505513223061
1740.00624391504178240.01248783008356480.993756084958218
1750.006180905955750490.0123618119115010.99381909404425
1760.005235421400849430.01047084280169890.994764578599151
1770.00406258827243040.008125176544860810.99593741172757
1780.00331028131032040.006620562620640810.99668971868968
1790.00253941585122750.0050788317024550.997460584148772
1800.002141008960451010.004282017920902020.997858991039549
1810.001649175218778680.003298350437557360.998350824781221
1820.001216170421107310.002432340842214620.998783829578893
1830.001205689014739810.002411378029479630.99879431098526
1840.0009084383757359310.001816876751471860.999091561624264
1850.02235648217360940.04471296434721880.977643517826391
1860.01919159342655490.03838318685310990.980808406573445
1870.02347535473284290.04695070946568580.976524645267157
1880.01908765521684830.03817531043369650.980912344783152
1890.0164597524357790.03291950487155790.983540247564221
1900.01282077428276460.02564154856552920.987179225717235
1910.01211008146812190.02422016293624390.987889918531878
1920.009392308823360320.01878461764672060.99060769117664
1930.009012755531288280.01802551106257660.990987244468712
1940.008041758626017020.0160835172520340.991958241373983
1950.006542561835958250.01308512367191650.993457438164042
1960.004867918089105140.009735836178210290.995132081910895
1970.008273157192693270.01654631438538650.991726842807307
1980.006298744336119380.01259748867223880.993701255663881
1990.005531506791185120.01106301358237020.994468493208815
2000.004577844216077060.009155688432154120.995422155783923
2010.004131965889697060.008263931779394130.995868034110303
2020.00320494913838090.006409898276761810.996795050861619
2030.003738698191705140.007477396383410280.996261301808295
2040.005626306141211840.01125261228242370.994373693858788
2050.005556043483016570.01111208696603310.994443956516983
2060.00404293286866770.00808586573733540.995957067131332
2070.003341727450652120.006683454901304240.996658272549348
2080.002415683607813080.004831367215626150.997584316392187
2090.002985965927161990.005971931854323980.997014034072838
2100.002309858196491990.004619716392983980.997690141803508
2110.002863571442413230.005727142884826470.997136428557587
2120.007697196418164440.01539439283632890.992302803581836
2130.00551983437004560.01103966874009120.994480165629954
2140.006994681128725760.01398936225745150.993005318871274
2150.005516466018934750.01103293203786950.994483533981065
2160.004064985869492120.008129971738984240.995935014130508
2170.004284167379998780.008568334759997570.995715832620001
2180.003380626327490290.006761252654980580.99661937367251
2190.002861142789383170.005722285578766330.997138857210617
2200.001986036276292270.003972072552584540.998013963723708
2210.001487738294423310.002975476588846630.998512261705577
2220.0009940237907459940.001988047581491990.999005976209254
2230.000687627520339790.001375255040679580.99931237247966
2240.000481678381968720.0009633567639374390.999518321618031
2250.0003022356807954730.0006044713615909450.999697764319205
2260.0008276246188555640.001655249237711130.999172375381144
2270.000603937611804310.001207875223608620.999396062388196
2280.0003994449856239570.0007988899712479150.999600555014376
2290.000267407853993050.0005348157079861010.999732592146007
2300.0001681695905248750.0003363391810497510.999831830409475
2310.0001772597702539770.0003545195405079540.999822740229746
2320.000734775027998520.001469550055997040.999265224972001
2330.003580828309309280.007161656618618550.996419171690691
2340.005924061336728940.01184812267345790.994075938663271
2350.003744029407671640.007488058815343270.996255970592328
2360.002615348166964550.00523069633392910.997384651833035
2370.0378183870842050.075636774168410.962181612915795
2380.02590267360097340.05180534720194690.974097326399027
2390.01752929973707020.03505859947414040.98247070026293
2400.01193945928264010.02387891856528010.98806054071736
2410.009769453430093990.0195389068601880.990230546569906
2420.0140459992101740.02809199842034810.985954000789826
2430.009475560151936590.01895112030387320.990524439848063
2440.009194010494654850.01838802098930970.990805989505345
2450.00597192116816740.01194384233633480.994028078831833
2460.003827923506940760.007655847013881520.996172076493059
2470.001450931372056490.002901862744112980.998549068627943


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level420.181818181818182NOK
5% type I error level1030.445887445887446NOK
10% type I error level1350.584415584415584NOK