Multiple Linear Regression - Estimated Regression Equation
Learning[t] = + 5.45153304933178 + 0.0321668940555693Connected[t] + 0.0427653888947305Separate[t] + 0.558489671132888Software[t] + 0.0702334998707421Happiness[t] -0.031126424436301Depression[t] + 0.00747850801958789Belonging[t] -0.00491058171792578t + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)5.451533049331781.9427942.8060.0054010.0027
Connected0.03216689405556930.0344240.93440.3509670.175483
Separate0.04276538889473050.0350761.21920.2238860.111943
Software0.5584896711328880.05372610.395200
Happiness0.07023349987074210.0578091.21490.2255180.112759
Depression-0.0311264244363010.041759-0.74540.4567250.228362
Belonging0.007478508019587890.0118690.63010.5291910.264595
t-0.004910581717925780.00168-2.92270.003780.00189


Multiple Linear Regression - Regression Statistics
Multiple R0.667212929789437
R-squared0.445173093678205
Adjusted R-squared0.430002045458468
F-TEST (value)29.3435949336093
F-TEST (DF numerator)7
F-TEST (DF denominator)256
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation1.85421524491435
Sum Squared Residuals880.15722866503


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
11316.0985387854795-3.09853878547954
21615.75062807565610.249371924343879
31917.10632188991671.89367811008327
41512.16160524103182.83839475896815
51416.4017873467223-2.40178734672232
61314.8470133702108-1.84701337021082
71915.39411954043473.60588045956526
81517.1034911605066-2.10349116050658
91416.0596585119288-2.0596585119288
101514.46131972028220.53868027971776
111615.00398977859880.996010221401191
121616.1957780658441-0.195778065844102
131615.54520079549590.454799204504098
141615.4975704227910.50242957720904
151718.0026152345095-1.00261523450953
161515.4966907599622-0.496690759962226
171514.58783765963910.412162340360936
182016.42213291884223.57786708115779
191815.53184129240092.46815870759907
201615.5983979603540.40160203964601
211615.39447915384270.605520846157265
221615.21361417839330.786385821606707
231916.49214037872652.50785962127348
241615.16091922295150.839080777048499
251716.14837639146470.851623608535261
261716.221803070780.778196929220023
271614.9083527902141.09164720978603
281516.8091087350266-1.80910873502655
291615.68482375194730.31517624805274
301414.263029558757-0.263029558756992
311515.7659606607022-0.765960660702232
321212.8492889523859-0.849288952385888
331414.8039620225922-0.803962022592169
341616.0017496144186-0.00174961441855281
351415.4902098814983-1.49020988149829
361013.0304769205532-3.0304769205532
371013.0355345646574-3.03553456465737
381415.7470324913881-1.74703249138812
391614.5545559199381.445444080062
401614.49489392472291.50510607527713
411614.72053770649711.27946229350293
421415.7009510594818-1.70095105948177
432017.48712155669652.51287844330348
441414.1533777639022-0.153377763902224
451414.4623553291315-0.462355329131477
461115.4909495615117-4.49094956151171
471416.6307612737306-2.63076127373058
481515.1467421663187-0.146742166318652
491615.4178766163230.582123383676952
501415.6302473667626-1.63024736676259
511617.0252984963352-1.02529849633517
521414.1419408813432-0.14194088134322
531215.0171855791395-3.01718557913948
541616.0361860907356-0.0361860907355932
55911.3432897998035-2.34328979980353
561412.38497814452031.61502185547966
571615.85454010930220.145459890697824
581615.52988322876590.470116771234096
591515.1123930302181-0.112393030218105
601614.22106056522641.77893943477358
611211.55955340846610.440446591533867
621615.64068175553980.359318244460184
631616.5488168530774-0.548816853077399
641414.7109860019853-0.710986001985265
651615.30632115833420.693678841665768
661716.05418603320130.945813966798677
671816.33317707986111.6668229201389
681814.39588818744263.60411181255739
691215.8997083739692-3.89970837396924
701615.65157867302610.348421326973927
711013.412380608575-3.41238060857495
721414.9242951062704-0.924295106270409
731816.92805867454331.07194132545668
741817.1409836239110.85901637608902
751615.23229487529480.767705124705194
761713.49188698970083.50811301029925
771616.419099992442-0.419099992441992
781614.53119884767541.46880115232456
791315.2165773344004-2.21657733440038
801615.14214025715680.857859742843149
811615.65862745062780.341372549372198
821615.76324083063160.236759169368356
831515.6434137240469-0.64341372404695
841514.88423238192270.115767618077311
851614.16073547223411.83926452776585
861414.1555692846506-0.155569284650592
871615.36748817802790.632511821972136
881614.87258884882471.12741115117526
891514.51948139025870.480518609741335
901213.907972516408-1.90797251640802
911716.75849437545860.241505624541391
921615.80556191940360.194438080596368
931515.0531067912421-0.0531067912420967
941315.0298518503278-2.02985185032776
951614.74361333653481.25638666346519
961615.78824288132970.21175711867026
971613.67738396548952.32261603451052
981615.77370837563650.22629162436346
991414.4297816437613-0.429781643761329
1001616.9922981106499-0.992298110649857
1011614.67662466255271.32337533744731
1022017.45421844256342.54578155743657
1031514.23966037274950.760339627250478
1041614.95985844448531.04014155551469
1051314.8422042092773-1.84220420927732
1061715.70172996487481.29827003512525
1071615.70112345875230.298876541247731
1081614.35865146879431.64134853120572
1091212.3043422991135-0.30434229911349
1101615.28568089566040.71431910433959
1111615.99282714923440.00717285076563753
1121715.05640936909211.9435906309079
1131314.2811780773625-1.28117807736248
1141214.5798742612205-2.57987426122045
1151816.16147284443871.83852715556127
1161415.8657328435429-1.86573284354287
1171413.2288878289070.771112171092987
1181314.7929151358429-1.79291513584291
1191615.5203842062240.479615793776011
1201314.4292215835434-1.42922158354341
1211615.38542326764150.614576732358463
1221315.8212093173508-2.82120931735076
1231616.8545044640026-0.854504464002574
1241515.8437647974654-0.84376479746541
1251616.7849339139009-0.784933913900918
1261514.65872160107570.341278398924287
1271715.49058390584561.50941609415437
1281514.04825211200880.951747887991231
1291214.6858650734517-2.68586507345171
1301613.94027147954572.05972852045429
1311013.7239532443361-3.72395324433605
1321613.45833215416292.54166784583713
1331214.1659890224415-2.16598902244154
1341415.5440460090552-1.54404600905523
1351515.0836566962205-0.0836566962204929
1361312.11211273473090.887887265269134
1371514.53127780695890.468722193041143
1381113.4989500572246-2.49895005722465
1391213.0064804164844-1.00648041648441
1401113.339956434492-2.33995643449198
1411612.85649991512233.14350008487773
1421513.64412442582351.35587557417654
1431716.84136395828370.158636041716298
1441614.12440384704751.87559615295252
1451013.266751430131-3.26675143013095
1461815.4975454673632.50245453263695
1471314.9457512386837-1.94575123868367
1481614.8430101053071.15698989469303
1491312.827227670110.172772329889988
1501012.9004577169405-2.90045771694049
1511515.8784182905414-0.878418290541449
1521613.82486309168812.17513690831192
1531611.85258101474954.1474189852505
1541412.39630251826531.60369748173469
1551012.4816282956809-2.48162829568091
1561716.43930656379340.560693436206567
1571311.70668585473171.29331414526825
1581513.9009346604711.099065339529
1591614.53739613320241.46260386679759
1601212.6989037635456-0.698903763545609
1611312.69310492059890.306895079401113
1621312.6702041146490.329795885350951
1631212.3813576310274-0.381357631027421
1641716.21309801790220.78690198209781
1651513.66822027825111.33177972174891
1661011.6197611469958-1.61976114699577
1671414.3441924705758-0.344192470575766
1681114.1943469919182-3.19434699191817
1691314.7895963339482-1.78959633394817
1701614.38719268389761.61280731610237
1711210.48153201795311.5184679820469
1721615.33778810465530.66221189534468
1731213.8444384221823-1.84443842218234
174911.3336124343809-2.3336124343809
1751214.9070414350127-2.90704143501267
1761514.47300757445320.526992425546806
1771212.294327621092-0.294327621092034
1781212.650368444193-0.650368444193032
1791413.79386819549250.206131804507504
1801213.2889048934373-1.28890489343725
1811615.00687376064150.993126239358508
1821111.4515058779588-0.451505877958786
1831916.70157676851062.29842323148939
1841515.1109818809655-0.110981880965518
185814.596986586261-6.59698658626104
1861614.69893555689941.30106444310063
1871714.38958070849442.61041929150556
1881212.3486229107255-0.348622910725466
1891111.4120697144516-0.4120697144516
1901110.45496806318950.545031936810458
1911414.4364908904417-0.436490890441723
1921615.3764277982820.623572201717984
193129.722481419343272.27751858065673
1941614.08864046437771.9113595356223
1951313.632884513438-0.632884513437976
1961514.99897541085330.00102458914674308
1971612.91262601217053.08737398782949
1981614.9919436450661.00805635493403
1991412.40763309691111.59236690308889
2001614.46036154757351.53963845242654
2011614.03332000290351.96667999709652
2021413.29546183599230.704538164007681
2031113.3129603848872-2.31296038488724
2041214.4949222642595-2.49492226425949
2051512.67787629914692.32212370085313
2061514.41883656983920.581163430160781
2071614.53201478385261.46798521614738
2081614.8431254461591.15687455384097
2091113.5801453187234-2.58014531872336
2101513.88855340965341.11144659034664
2111214.2037853885328-2.20378538853275
2121215.7224255491506-3.7224255491506
2131514.1090793589770.89092064102304
2141512.09057881164022.90942118835982
2151614.46474325730631.53525674269367
2161413.08051386717530.919486132824671
2171714.57487132482132.42512867517871
2181413.90492310732150.0950768926785438
2191311.83210547004741.16789452995262
2201515.1299096914369-0.129909691436878
2211314.5726876835671-1.57268768356711
2221413.89214896343540.107851036564568
2231514.19998768899480.800012311005213
2241213.0554532006112-1.05545320061118
2251312.26891749151280.731082508487173
226811.6573695969631-3.65736959696312
2271413.68327913284810.316720867151928
2281412.81428909454271.18571090545735
2291112.197890873762-1.19789087376205
2301212.8303898458872-0.830389845887172
2311311.1854887383651.81451126163496
2321013.2189058291037-3.21890582910368
2331611.3487875113224.65121248867802
2341815.77375167331492.22624832668511
2351313.7266606548843-0.726660654884331
2361113.2215618348084-2.22156183480842
237410.9938193483991-6.99381934839915
2381314.1796817218455-1.17968172184545
2391614.13674396300881.86325603699123
2401011.5930618646107-1.59306186461067
2411212.1626452683162-0.162645268316151
2421213.3960154190304-1.39601541903038
243108.810367300487061.18963269951294
2441310.97974899918712.02025100081286
2451513.58020958912071.41979041087932
2461211.80713291791590.192867082084071
2471412.7458333034011.254166696599
2481012.3830320431314-2.38303204313139
2491210.70456268355481.29543731644515
2501211.52224734561410.477752654385857
2511111.7208297915302-0.720829791530183
2521011.5207040112403-1.52070401124025
2531211.27374420882630.726255791173704
2541612.70749683969793.29250316030215
2551213.2078556645355-1.20785566453552
2561413.71970841263680.280291587363206
2571614.13888496961291.86111503038708
2581411.55367985172182.44632014827823
2591314.0549432381567-1.05494323815668
26049.33309354369939-5.33309354369939
2611513.55310182796561.44689817203439
2621114.7741198188765-3.7741198188765
2631111.1662281765916-0.16622817659161
2641412.63108337060341.36891662939664


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
110.4024752294716530.8049504589433070.597524770528347
120.7998130195522850.400373960895430.200186980447715
130.7608266649872480.4783466700255040.239173335012752
140.6735526211782490.6528947576435010.326447378821751
150.6181146999759330.7637706000481350.381885300024067
160.6808332009748050.6383335980503890.319166799025195
170.6081426280273630.7837147439452740.391857371972637
180.8576943804218130.2846112391563750.142305619578187
190.8309802892137430.3380394215725140.169019710786257
200.7804673886153940.4390652227692110.219532611384606
210.7164350906766020.5671298186467950.283564909323398
220.6779248597001320.6441502805997360.322075140299868
230.6400806239680920.7198387520638160.359919376031908
240.6080028194115910.7839943611768180.391997180588409
250.5446025202534540.9107949594930920.455397479746546
260.4951188739165580.9902377478331160.504881126083442
270.4356950665268060.8713901330536110.564304933473194
280.4894287276521350.978857455304270.510571272347865
290.4295311932516830.8590623865033670.570468806748317
300.4391106913414210.8782213826828430.560889308658579
310.3907776313005610.7815552626011230.609222368699439
320.3865362509458760.7730725018917520.613463749054124
330.3675737435383950.7351474870767890.632426256461605
340.3119461115168850.6238922230337690.688053888483115
350.3007900756320090.6015801512640180.699209924367991
360.3994469562214780.7988939124429550.600553043778522
370.4802336405472560.9604672810945130.519766359452744
380.4564144938699520.9128289877399050.543585506130048
390.5040367816736210.9919264366527580.495963218326379
400.484662564347350.9693251286946990.51533743565265
410.4489815388141230.8979630776282450.551018461185877
420.4193309291449650.838661858289930.580669070855035
430.4354887871740710.8709775743481420.564511212825929
440.3883570187665220.7767140375330440.611642981233478
450.3497844417106930.6995688834213850.650215558289307
460.5744902589496390.8510194821007220.425509741050361
470.592513782373670.814972435252660.40748621762633
480.5540651435835930.8918697128328150.445934856416407
490.5413440298923260.9173119402153490.458655970107675
500.5141860993611120.9716278012777760.485813900638888
510.4699707815049490.9399415630098990.530029218495051
520.428427599419140.856855198838280.57157240058086
530.4356612904445350.871322580889070.564338709555465
540.4060088780298160.8120177560596330.593991121970184
550.4042776889552210.8085553779104430.595722311044779
560.4207346972468480.8414693944936960.579265302753152
570.3801415205875410.7602830411750820.619858479412459
580.3656289476085520.7312578952171040.634371052391448
590.3265080055678580.6530160111357170.673491994432141
600.3533720372327280.7067440744654550.646627962767272
610.3272204306739440.6544408613478880.672779569326056
620.2931319780199710.5862639560399410.706868021980029
630.2591175374011110.5182350748022220.740882462598889
640.2265144769622940.4530289539245870.773485523037706
650.2029094885878310.4058189771756630.797090511412169
660.1931317947470220.3862635894940440.806868205252978
670.1958312451995280.3916624903990550.804168754800472
680.3093029909179420.6186059818358850.690697009082058
690.4222184651265260.8444369302530520.577781534873474
700.3901976574227390.7803953148454780.609802342577261
710.4626709970512260.9253419941024520.537329002948774
720.4277994404901990.8555988809803990.572200559509801
730.4210243957462350.842048791492470.578975604253765
740.3996317935083080.7992635870166160.600368206491692
750.3635917953613020.7271835907226050.636408204638698
760.4415616385406130.8831232770812270.558438361459387
770.4034167204255080.8068334408510160.596583279574492
780.3826230797418060.7652461594836120.617376920258194
790.3920519671908410.7841039343816820.607948032809159
800.3577742307192110.7155484614384230.642225769280789
810.3260492214260720.6520984428521440.673950778573928
820.2940411602945140.5880823205890280.705958839705486
830.2670596465294420.5341192930588840.732940353470558
840.2370940357481770.4741880714963530.762905964251823
850.2342196076945590.4684392153891170.765780392305441
860.2054573319940010.4109146639880020.794542668005999
870.1823600852479830.3647201704959660.817639914752017
880.168667246980520.337334493961040.83133275301948
890.1460354047632350.2920708095264710.853964595236764
900.1414013986751060.2828027973502130.858598601324894
910.1214534031524870.2429068063049750.878546596847512
920.1055383353625640.2110766707251280.894461664637436
930.09047315031226920.1809463006245380.909526849687731
940.09445170453054310.1889034090610860.905548295469457
950.08514528825709260.1702905765141850.914854711742907
960.071343759710940.142687519421880.92865624028906
970.07653904197525380.1530780839505080.923460958024746
980.06391729571907330.1278345914381470.936082704280927
990.05325605400948650.1065121080189730.946743945990513
1000.04719646434776450.0943929286955290.952803535652236
1010.04182377086681880.08364754173363760.958176229133181
1020.04956466407379190.09912932814758390.950435335926208
1030.04181593253059760.08363186506119530.958184067469402
1040.03715462474442260.07430924948884520.962845375255577
1050.04437996451127950.08875992902255910.95562003548872
1060.03924672407584380.07849344815168760.960753275924156
1070.0321015407475390.06420308149507810.967898459252461
1080.03063896195038420.06127792390076850.969361038049616
1090.02497665092764810.04995330185529620.975023349072352
1100.02068028807217360.04136057614434720.979319711927826
1110.01653670186114490.03307340372228980.983463298138855
1120.01746109681401090.03492219362802170.982538903185989
1130.01518680487295420.03037360974590830.984813195127046
1140.02034278401881580.04068556803763150.979657215981184
1150.01955457891592430.03910915783184870.980445421084076
1160.0191565828176050.038313165635210.980843417182395
1170.01618954154275630.03237908308551270.983810458457244
1180.01614287982130670.03228575964261350.983857120178693
1190.0131115966255750.02622319325115010.986888403374425
1200.01185128625019640.02370257250039280.988148713749804
1210.009611389131385440.01922277826277090.990388610868615
1220.01429761320826160.02859522641652320.985702386791738
1230.01191824859867930.02383649719735870.988081751401321
1240.01004172312432350.0200834462486470.989958276875677
1250.008203863469081220.01640772693816240.991796136530919
1260.006524021410002810.01304804282000560.993475978589997
1270.005924994717088630.01184998943417730.994075005282911
1280.004989580314376040.009979160628752070.995010419685624
1290.006796767787733840.01359353557546770.993203232212266
1300.007378964708857440.01475792941771490.992621035291143
1310.01503800357014760.03007600714029510.984961996429852
1320.01790200110102970.03580400220205950.98209799889897
1330.01900142777862720.03800285555725430.980998572221373
1340.01793995121491990.03587990242983990.98206004878508
1350.01432808310788750.0286561662157750.985671916892113
1360.01223094262633360.02446188525266710.987769057373666
1370.009906487418236290.01981297483647260.990093512581764
1380.01253842108576520.02507684217153030.987461578914235
1390.01076182162125860.02152364324251710.989238178378741
1400.012905295518090.02581059103617990.98709470448191
1410.02015601666196180.04031203332392360.979843983338038
1420.01852428145511670.03704856291023350.981475718544883
1430.01502053120934960.03004106241869930.98497946879065
1440.01572360125878750.0314472025175750.984276398741213
1450.02669745511910140.05339491023820280.973302544880899
1460.0328992839312780.0657985678625560.967100716068722
1470.03471066253461560.06942132506923130.965289337465384
1480.03082681579115920.06165363158231840.969173184208841
1490.02516944911618040.05033889823236080.97483055088382
1500.03474316691801150.06948633383602310.965256833081989
1510.02956496453309840.05912992906619680.970435035466902
1520.03121189996585850.06242379993171690.968788100034142
1530.06149216472039650.1229843294407930.938507835279603
1540.05926934843115770.1185386968623150.940730651568842
1550.06685146729498350.1337029345899670.933148532705017
1560.05688283720363720.1137656744072740.943117162796363
1570.05072635077972830.1014527015594570.949273649220272
1580.0443069457737580.0886138915475160.955693054226242
1590.0428963705597270.08579274111945390.957103629440273
1600.03682892885311180.07365785770622360.963171071146888
1610.03014940476039780.06029880952079570.969850595239602
1620.02468825111722130.04937650223444270.975311748882779
1630.02045569225456290.04091138450912580.979544307745437
1640.01746633422788520.03493266845577030.982533665772115
1650.01528997122958660.03057994245917320.984710028770413
1660.01621585711291260.03243171422582530.983784142887087
1670.01295191907958690.02590383815917390.987048080920413
1680.01900979434554740.03801958869109470.980990205654453
1690.01931450605355480.03862901210710960.980685493946445
1700.01780193125318540.03560386250637080.982198068746815
1710.0163272135588430.0326544271176860.983672786441157
1720.01317765009859480.02635530019718960.986822349901405
1730.01281280658023820.02562561316047640.987187193419762
1740.0146859512169980.02937190243399610.985314048783002
1750.01889299089026780.03778598178053560.981107009109732
1760.01514540637781190.03029081275562370.984854593622188
1770.01198087198819830.02396174397639660.988019128011802
1780.01007815072384070.02015630144768150.989921849276159
1790.007837987409293120.01567597481858620.992162012590707
1800.006892283844467760.01378456768893550.993107716155532
1810.005579292334205570.01115858466841110.994420707665794
1820.004301702273412540.008603404546825080.995698297726587
1830.004542724867746630.009085449735493250.995457275132253
1840.003463407804699890.006926815609399780.9965365921953
1850.09454855289349380.1890971057869880.905451447106506
1860.08376732863415990.167534657268320.91623267136584
1870.09373198735774520.187463974715490.906268012642255
1880.07914224297580170.1582844859516030.920857757024198
1890.07054186547488870.1410837309497770.929458134525111
1900.05967056132143360.1193411226428670.940329438678566
1910.05168880038133290.1033776007626660.948311199618667
1920.04301097668946360.08602195337892710.956989023310536
1930.04331207625446860.08662415250893730.956687923745531
1940.04106966838062690.08213933676125390.958930331619373
1950.03570277389819840.07140554779639680.964297226101802
1960.02845501402156620.05691002804313250.971544985978434
1970.03732224023959860.07464448047919710.962677759760401
1980.03051949953524940.06103899907049870.969480500464751
1990.02740578193646910.05481156387293820.972594218063531
2000.02327653896244020.04655307792488050.97672346103756
2010.0213113555866380.0426227111732760.978688644413362
2020.01781655444151850.0356331088830370.982183445558481
2030.0198469109119110.03969382182382210.980153089088089
2040.02636750807308050.0527350161461610.973632491926919
2050.02782370670694510.05564741341389020.972176293293055
2060.02175032821015880.04350065642031750.978249671789841
2070.0193869270812980.03877385416259590.980613072918702
2080.01549037224012230.03098074448024460.984509627759878
2090.01807789947052060.03615579894104120.981922100529479
2100.01496369412228890.02992738824457780.985036305877711
2110.01839583923516740.03679167847033490.981604160764833
2120.03247176111908930.06494352223817850.967528238880911
2130.02537109455514540.05074218911029070.974628905444855
2140.03147911690339730.06295823380679470.968520883096603
2150.02676125047967240.05352250095934480.973238749520328
2160.0207293671329080.0414587342658160.979270632867092
2170.02313706630027140.04627413260054270.976862933699729
2180.01960675534811750.0392135106962350.980393244651882
2190.01829439039192630.03658878078385260.981705609608074
2200.01374190380798160.02748380761596320.986258096192018
2210.01140251372411710.02280502744823410.988597486275883
2220.008311548018902670.01662309603780530.991688451981097
2230.006416313818357130.01283262763671430.993583686181643
2240.004916911599013890.009833823198027770.995083088400986
2250.003439601113773190.006879202227546380.996560398886227
2260.007101991232983660.01420398246596730.992898008767016
2270.005651567358694880.01130313471738980.994348432641305
2280.004122617759569460.008245235519138910.995877382240431
2290.002931619834977250.00586323966995450.997068380165023
2300.002075990459030020.004151980918060040.99792400954097
2310.002268509892050130.004537019784100260.99773149010795
2320.007798519167070090.01559703833414020.99220148083293
2330.02936984049576280.05873968099152560.970630159504237
2340.0449507472439720.0899014944879440.955049252756028
2350.03309141058089440.06618282116178880.966908589419106
2360.02710115142265260.05420230284530510.972898848577347
2370.2389590159114660.4779180318229320.761040984088534
2380.1929492720192480.3858985440384960.807050727980752
2390.1632899251623070.3265798503246140.836710074837693
2400.130447620662190.260895241324380.86955237933781
2410.1168174708181940.2336349416363870.883182529181806
2420.1779079840648210.3558159681296430.822092015935179
2430.1504539502042450.3009079004084890.849546049795755
2440.1514528225349930.3029056450699870.848547177465007
2450.1328522494438550.265704498887710.867147750556145
2460.1164758208434460.2329516416868930.883524179156554
2470.0792562973088710.1585125946177420.920743702691129
2480.07042908849462310.1408581769892460.929570911505377
2490.05349779011521510.106995580230430.946502209884785
2500.1307798132060180.2615596264120370.869220186793981
2510.1074728615960920.2149457231921850.892527138403908
2520.5439783895035810.9120432209928390.456021610496419
2530.3822887274810980.7645774549621970.617711272518902


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level100.0411522633744856NOK
5% type I error level860.353909465020576NOK
10% type I error level1250.51440329218107NOK