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Computing time3 seconds
R ServerBig Analytics Cloud Computing Center


Multiple Linear Regression - Estimated Regression Equation
Learning[t] = + 8.35046999717002 -0.404599312019881month[t] + 0.0347834365471902Connected[t] + 0.0433406498517765Separate[t] + 0.576062196352003Software[t] + 0.0796225833189896Happiness[t] -0.026102009191272Depression[t] + 0.0282902834264182Belonging[t] -0.0326511809003049Belonging_Final[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)8.350469997170022.616983.19090.0015960.000798
month-0.4045993120198810.159517-2.53640.0117970.005898
Connected0.03478343654719020.0347561.00080.3178790.15894
Separate0.04334064985177650.035281.22850.2204020.110201
Software0.5760621963520030.05277110.916300
Happiness0.07962258331898960.0578451.37650.1698790.08494
Depression-0.0261020091912720.042437-0.61510.539050.269525
Belonging0.02829028342641820.0377660.74910.4544970.227248
Belonging_Final-0.03265118090030490.056098-0.5820.5610530.280527


Multiple Linear Regression - Regression Statistics
Multiple R0.664098147499979
R-squared0.441026349512904
Adjusted R-squared0.423489921262328
F-TEST (value)25.1491548456242
F-TEST (DF numerator)8
F-TEST (DF denominator)255
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation1.86477720145105
Sum Squared Residuals886.735472818163


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
11315.9509274269776-2.95092742697758
21615.61818286657540.381817133424643
31916.91666437166082.08333562833916
41511.87297480736473.12702519263529
51416.3580519877682-2.35805198776815
61314.7360162717571-1.73601627175708
71915.15370000850733.84629999149269
81517.0077560505479-2.00775605054788
91415.9484454966395-1.94844549663945
101514.29803647116440.701963528835628
111614.86261723779161.13738276220843
121616.1018077007215-0.101807700721472
131615.38931096589850.61068903410149
141615.40797860831350.592021391686455
151718.0043950630554-1.00439506305541
161515.3798159239431-0.379815923943112
171514.51055881772250.489441182277545
182016.3833808166033.61661918339702
191815.37483486550242.6251651344976
201615.49353216649420.506467833505832
211615.30276946513760.697230534862387
221615.04117682479710.958823175202857
231916.45306185276212.54693814723788
241614.98923789504661.0107621049534
251716.16684214898730.833157851012718
261716.22120877420730.778791225792692
271614.97172460671661.02827539328339
281516.7639680138983-1.7639680138983
291615.76616698423490.233833015765089
301414.0778957672031-0.0778957672031147
311515.7460272839639-0.746027283963944
321212.7373771224324-0.737377122432354
331414.7974186192349-0.797418619234864
341615.92850012021880.0714998797812121
351415.6022003060943-1.6022003060943
361012.9219264013097-2.92192640130971
371013.0146729900312-3.01467299003119
381415.7899916900747-1.78999169007471
391614.56264900128851.43735099871148
401614.47211332661551.52788667338445
411614.72718460011861.27281539988142
421415.8283533347221-1.82835333472214
432017.57401211321132.42598788678866
441414.1663108781857-0.166310878185714
451414.4929035444449-0.492903544444942
461115.5799467762799-4.57994677627988
471416.6042289856471-2.60422898564706
481515.1942294341289-0.194229434128941
491615.62909391322530.37090608677469
501415.7309335277757-1.73093352777567
511617.1471512900765-1.14715129007648
521414.2216774089203-0.221677408920321
531215.1453403734528-3.14534037345284
541615.8695524007130.130447599286978
55911.3645521776952-2.36455217769524
561412.40067491876611.59932508123387
571616.0107717121744-0.0107717121744176
581615.58764435886460.412355641135398
591515.2486517151036-0.248651715103637
601614.30096044971811.69903955028191
611211.56804057123740.431959428762605
621615.84809338514080.151906614859215
631616.7320968224482-0.732096822448167
641414.8491657946905-0.849165794690488
651615.45321849883940.546781501160557
661715.7867282952991.213271704701
671816.06639745499831.93360254500172
681814.22360084200553.7763991579945
691215.7039588645577-3.70395886455774
701615.44783813657970.552161863420335
711013.0291955081803-3.02919550818028
721414.6990097947249-0.699009794724867
731816.82153871734651.17846128265351
741817.0473858368980.952614163101954
751615.06185386664440.93814613335562
761713.26865780022513.73134219977488
771616.2744534843814-0.274453484381412
781614.27409504855741.72590495144259
791315.0334785537398-2.03347855373977
801614.92476976718111.07523023281887
811615.56553475187030.434465248129714
821615.53697520668790.463024793312053
831515.5563789647738-0.556378964773841
841514.7091761878920.290823812108049
851613.97564876045272.02435123954728
861414.0085733239176-0.00857332391764704
871615.22083074899350.779169251006491
881614.70659346891491.29340653108514
891514.35475102652220.645248973477802
901213.7050807374168-1.70508073741682
911716.67826411380120.321735886198799
921615.74302028898820.256979711011831
931515.0195639849035-0.0195639849034504
941314.9635980286721-1.96359802867209
951614.69737266429451.30262733570547
961615.68306295708270.316937042917323
971613.58229891990442.41770108009563
981615.76851057004570.2314894299543
991414.3198580815311-0.319858081531108
1001617.0247038337605-1.02470383376054
1011614.57879733628371.42120266371627
1022017.4687674897042.53123251029596
1031514.05230462593870.947695374061293
1041614.95633327821691.04366672178305
1051314.8011674216603-1.80116742166032
1061715.65821183689391.34178816310611
1071615.71494542313630.285054576863653
1081614.26516952799161.73483047200845
1091212.1445025399444-0.144502539944429
1101615.2700317301080.729968269891974
1111616.0190228965521-0.0190228965520536
1121714.9728991243272.02710087567298
1131314.6235262603592-1.62352626035921
1141214.5611065152376-2.56110651523763
1151816.1825664051971.817433594803
1161415.8742392027801-1.8742392027801
1171413.06342436139860.93657563860137
1181314.7664152300671-1.7664152300671
1191615.572753804110.427246195889985
1201314.4067456846915-1.40674568469151
1211615.43916476528990.56083523471014
1221315.8911672712233-2.89116727122331
1231616.9042581868609-0.904258186860862
1241515.8921534889468-0.892153488946773
1251616.9022361707383-0.9022361707383
1261514.7036320628420.296367937158032
1271715.61131042759051.38868957240952
1281513.98386079664091.01613920335906
1291214.7440838384905-2.74408383849047
1301613.99364226261572.00635773738434
1311013.7576725915982-3.75767259159823
1321613.51763211448282.48236788551718
1331214.2161631177914-2.21616311779137
1341415.6237963714392-1.62379637143924
1351515.1698667563622-0.169866756362208
1361312.14215570462570.857844295374258
1371514.50094692009940.499053079900579
1381113.4686249246835-2.46862492468351
1391213.0157243738587-1.01572437385866
1401113.4194465342762-2.41944653427621
1411612.88313150544633.11686849455368
1421513.75585057140021.24414942859978
1431717.0097795066055-0.00977950660547738
1441614.27379465830671.7262053416933
1451013.3567315625142-3.35673156251415
1461815.65274620595732.34725379404273
1471315.0228847719538-2.02288477195385
1481614.96201918240161.03798081759843
1491312.87725916249890.12274083750107
1501012.9838669107856-2.98386691078564
1511516.1494801243129-1.14948012431286
1521614.02757313785671.97242686214327
1531611.91105101507544.08894898492458
1541412.88162029650721.11837970349282
1551012.5110772982986-2.51107729829857
1561716.67826411380120.321735886198799
1571311.77484088460681.22515911539322
1581513.98386079664091.01613920335906
1591614.72204775703351.2779522429665
1601212.9024487088536-0.902448708853636
1611312.72341135615090.276588643849055
1621312.35944475142150.640555248578516
1631212.21971405789-0.219714057889972
1641716.15592569301060.844074306989396
1651513.49271101103111.50728898896895
1661011.3690856488793-1.36908564887931
1671414.1511837465642-0.15118374656421
1681114.0473814027883-3.04738140278826
1691314.6284207569089-1.62842075690888
1701614.32864011010921.67135988989079
1711210.21036951488851.78963048511152
1721615.22941735128720.77058264871285
1731213.6789589162402-1.67895891624021
174911.1422436631215-2.14224366312147
1751214.8132494934299-2.81324949342989
1761514.43672008721820.56327991278181
1771212.0443133302158-0.0443133302158407
1781212.5271258979836-0.527125897983635
1791413.65203802068790.347961979312097
1801213.2423636290015-1.24236362900148
1811614.90287143221651.09712856778351
1821111.2308165908512-0.23081659085118
1831916.63024496677492.36975503322512
1841515.0709573706773-0.0709573706773391
185814.5002572284975-6.50025722849752
1861614.73852227465641.26147772534359
1871714.40111576811242.59888423188756
1881212.2769350009329-0.276935000932892
1891111.3375926910729-0.337592691072856
1901110.23353936827710.766460631722878
1911414.7383473626722-0.738347362672238
1921615.40683587596070.59316412403932
193129.554864139151812.44513586084819
1941613.93110147346472.06889852653535
1951313.589629361434-0.589629361433967
1961514.93247053755730.0675294624426769
1971612.89708801943293.10291198056707
1981615.01800947072730.981990529272688
1991412.34947855432961.6505214456704
2001614.54136139454021.45863860545978
2011613.9445932035732.05540679642697
2021413.32261846105740.677381538942598
2031113.4275177946162-2.42751779461623
2041214.4367109870216-2.43671098702159
2051512.66992691345482.33007308654517
2061514.45865242543130.541347574568739
2071614.46793724639011.53206275360994
2081614.931646920491.06835307951003
2091113.5562780239837-2.55627802398369
2101513.97793980179681.02206019820315
2111214.2029022057863-2.20290220578625
2121215.7784438651911-3.77844386519108
2131514.14402017910060.855979820899417
2141512.03070326771532.96929673228469
2151614.56848295895421.43151704104577
2161413.073134634190.926865365809969
2171714.67461237544132.32538762455872
2181413.94235982251960.0576401774804326
2191311.89050283722281.10949716277721
2201515.2059654363509-0.205965436350911
2211314.671017170643-1.67101717064297
2221414.1319205655599-0.131920565559859
2231514.30011824651640.699881753483601
2241213.1092937744911-1.10929377449114
2251312.71166640654250.288333593457546
226811.747213134275-3.74721313427504
2271413.80158017396440.198419826035621
2281413.02026742792360.97973257207643
2291112.2297591833158-1.22975918331585
2301212.8968382776945-0.896838277694458
2311311.24520848195421.75479151804577
2321013.2130657616632-3.21306576166324
2331611.36771740091854.63228259908155
2341815.94741616960612.05258383039394
2351313.8693288638037-0.869328863803698
2361113.3430027385425-2.34300273854246
237410.9726967298314-6.97269672983141
2381314.2678178481433-1.2678178481433
2391614.30690708652381.6930929134762
2401011.6823923405169-1.68239234051694
2411212.2879119795221-0.287911979522077
2421213.5011921116947-1.50119211169469
243108.851422533167461.14857746683254
2441311.10286279022251.8971372097775
2451513.70924810047961.29075189952042
2461211.96850573174150.0314942682585147
2471412.87773198600271.12226801399732
2481012.5358000227952-2.53580002279515
2491210.76241308588411.23758691411588
2501211.73939094400440.260609055995635
2511111.9220624304821-0.922062430482096
2521011.7304631725709-1.73046317257095
2531211.40196619942770.59803380057231
2541612.88255626328213.11744373671786
2551213.3765522827852-1.37655228278524
2561413.90482908535210.0951709146478995
2571614.51987977996511.48012022003486
2581411.66827988484082.33172011515922
2591314.356690156603-1.35669015660303
26049.38334580594881-5.38334580594881
2611513.84725932840051.15274067159949
2621115.1083609537208-4.1083609537208
2631111.3476291943178-0.347629194317837
2641412.91444947140431.08555052859575


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
120.2492722734171290.4985445468342570.750727726582871
130.1689541093509830.3379082187019650.831045890649017
140.1886524744826960.3773049489653930.811347525517304
150.113822199570940.2276443991418810.88617780042906
160.07735817854516670.1547163570903330.922641821454833
170.1110899216880140.2221798433760270.888910078311986
180.3502972440081350.7005944880162710.649702755991865
190.2730761482175770.5461522964351530.726923851782423
200.200364779799480.400729559598960.79963522020052
210.1473290382449430.2946580764898850.852670961755057
220.1424298221526230.2848596443052450.857570177847377
230.3296136106918740.6592272213837490.670386389308126
240.3961081111703740.7922162223407490.603891888829626
250.3646437826222450.7292875652444890.635356217377755
260.3430137852627020.6860275705254030.656986214737298
270.4195222169011410.8390444338022820.580477783098859
280.4310392695664140.8620785391328270.568960730433586
290.4111782576654860.8223565153309720.588821742334514
300.4445628643832980.8891257287665960.555437135616702
310.3891820533962190.7783641067924380.610817946603781
320.3466207532541680.6932415065083370.653379246745831
330.316677130929610.6333542618592210.68332286907039
340.2756748983004870.5513497966009740.724325101699513
350.2331395248719940.4662790497439870.766860475128006
360.3636238995606090.7272477991212170.636376100439392
370.4004800180238080.8009600360476160.599519981976192
380.3925184568810720.7850369137621450.607481543118928
390.420646898193910.841293796387820.57935310180609
400.3940366688202010.7880733376404010.605963331179799
410.3526085106959840.7052170213919680.647391489304016
420.3178155607826870.6356311215653750.682184439217313
430.3306029984344080.6612059968688160.669397001565592
440.2841930399770590.5683860799541170.715806960022941
450.2593073538046430.5186147076092860.740692646195357
460.4573731365432830.9147462730865660.542626863456717
470.6130150426948590.7739699146102830.386984957305141
480.5647909648943290.8704180702113410.435209035105671
490.5501158312494750.899768337501050.449884168750525
500.5388868721163390.9222262557673230.461113127883661
510.4960291879906010.9920583759812020.503970812009399
520.4489765516673570.8979531033347140.551023448332643
530.4694099708676210.9388199417352420.530590029132379
540.4498338359931050.899667671986210.550166164006895
550.4520661833654640.9041323667309290.547933816634536
560.4207085898279370.8414171796558750.579291410172063
570.3771221469019330.7542442938038660.622877853098067
580.3435042881973320.6870085763946640.656495711802668
590.3053817369161190.6107634738322380.694618263083881
600.3047156648422220.6094313296844440.695284335157778
610.2748853643145120.5497707286290240.725114635685488
620.2433915133210.4867830266420.756608486679
630.2132055555154970.4264111110309940.786794444484503
640.1848502554386160.3697005108772310.815149744561384
650.1596120903137820.3192241806275640.840387909686218
660.1357016826093980.2714033652187960.864298317390602
670.1180785549662390.2361571099324780.881921445033761
680.1474917120339440.2949834240678890.852508287966056
690.3472555386289550.6945110772579090.652744461371045
700.3093835208007310.6187670416014610.690616479199269
710.4660184741956750.9320369483913490.533981525804325
720.4276948834687980.8553897669375960.572305116531202
730.4157563143704610.8315126287409230.584243685629539
740.3945458489702340.7890916979404680.605454151029766
750.3594443771041710.7188887542083420.640555622895829
760.407073802696670.814147605393340.59292619730333
770.3743005846908220.7486011693816440.625699415309178
780.3465913445996450.6931826891992890.653408655400355
790.3751240969174830.7502481938349650.624875903082518
800.3445238367559380.6890476735118760.655476163244062
810.3118927695474320.6237855390948640.688107230452568
820.2778009724449010.5556019448898030.722199027555099
830.2541368671141730.5082737342283450.745863132885827
840.2233817956636750.446763591327350.776618204336325
850.2136243035512130.4272486071024260.786375696448787
860.1860951835112320.3721903670224640.813904816488768
870.1627844833256370.3255689666512750.837215516674362
880.1479693140306380.2959386280612750.852030685969362
890.1275367957355450.2550735914710890.872463204264455
900.12932633296750.2586526659349990.8706736670325
910.1115353318735740.2230706637471470.888464668126426
920.09612839823137280.1922567964627460.903871601768627
930.08255029560782890.1651005912156580.917449704392171
940.08774253876849360.1754850775369870.912257461231506
950.07808798576575520.156175971531510.921912014234245
960.06582940569368970.1316588113873790.93417059430631
970.0689068074898870.1378136149797740.931093192510113
980.05735795154405050.1147159030881010.942642048455949
990.04759063603325670.09518127206651340.952409363966743
1000.04254385848685640.08508771697371280.957456141513144
1010.03698593102943970.07397186205887950.96301406897056
1020.04200024337560510.08400048675121030.957999756624395
1030.0356653898073750.07133077961474990.964334610192625
1040.03166652007823060.06333304015646130.968333479921769
1050.03880949768818570.07761899537637140.961190502311814
1060.03358010302153150.06716020604306310.966419896978469
1070.02729038597572920.05458077195145840.972709614024271
1080.02601341498369650.05202682996739310.973986585016303
1090.02122212996364220.04244425992728440.978777870036358
1100.01720381846762340.03440763693524690.982796181532377
1110.01363218598249520.02726437196499050.986367814017505
1120.01362275664367580.02724551328735160.986377243356324
1130.01248729596998990.02497459193997980.98751270403001
1140.01914617582040560.03829235164081120.980853824179594
1150.01776171432909890.03552342865819780.982238285670901
1160.0176036460063930.0352072920127860.982396353993607
1170.0143650816437960.02873016328759190.985634918356204
1180.01493331609460580.02986663218921160.985066683905394
1190.01206911619647360.02413823239294720.987930883803526
1200.01101721505049460.02203443010098920.988982784949505
1210.008849279819575040.01769855963915010.991150720180425
1220.01405201699397830.02810403398795660.985947983006022
1230.01204312443743530.02408624887487050.987956875562565
1240.01082304395791380.02164608791582750.989176956042086
1250.009037310821263010.0180746216425260.990962689178737
1260.007284510364863310.01456902072972660.992715489635137
1270.00639914163591080.01279828327182160.993600858364089
1280.005106590993472130.01021318198694430.994893409006528
1290.007833750653358330.01566750130671670.992166249346642
1300.008079630421261350.01615926084252270.991920369578739
1310.01809493309141690.03618986618283370.981905066908583
1320.02036896440071270.04073792880142540.979631035599287
1330.02326176122305140.04652352244610270.976738238776949
1340.02325622382259670.04651244764519350.976743776177403
1350.01903603791347590.03807207582695170.980963962086524
1360.01563724885193670.03127449770387340.984362751148063
1370.01244301443481340.02488602886962680.987556985565187
1380.01657726913473470.03315453826946950.983422730865265
1390.01492406271110170.02984812542220340.985075937288898
1400.0190311552513490.03806231050269790.980968844748651
1410.02611292966167810.05222585932335610.973887070338322
1420.02329661463056040.04659322926112070.97670338536944
1430.01901338794118690.03802677588237370.980986612058813
1440.01807745583239280.03615491166478570.981922544167607
1450.0355026157921140.07100523158422790.964497384207886
1460.03842219667212380.07684439334424760.961577803327876
1470.04319875220066930.08639750440133850.956801247799331
1480.03696458495330850.0739291699066170.963035415046692
1490.03032683018115580.06065366036231170.969673169818844
1500.04572933724844140.09145867449688290.954270662751558
1510.04138110432220660.08276220864441310.958618895677793
1520.0410870915093910.0821741830187820.958912908490609
1530.07170817991153650.1434163598230730.928291820088463
1540.06315971234700180.1263194246940040.936840287652998
1550.07711281200610320.1542256240122060.922887187993897
1560.06481484022680470.1296296804536090.935185159773195
1570.05642129033091110.1128425806618220.943578709669089
1580.04785029547827730.09570059095655470.952149704521723
1590.04545701219412290.09091402438824580.954542987805877
1600.03903553390782290.07807106781564580.960964466092177
1610.0318688113299030.06373762265980610.968131188670097
1620.02618793263043850.05237586526087710.973812067369561
1630.02158134175932780.04316268351865560.978418658240672
1640.01825242230985810.03650484461971620.981747577690142
1650.01613833037455370.03227666074910740.983861669625446
1660.01625166588964480.03250333177928970.983748334110355
1670.01295680055704510.02591360111409020.987043199442955
1680.01847941738628010.03695883477256030.98152058261372
1690.01789425962726920.03578851925453840.982105740372731
1700.01701891816530160.03403783633060320.982981081834698
1710.0165616674819240.03312333496384810.983438332518076
1720.01343604769182140.02687209538364280.986563952308179
1730.01295835550851270.02591671101702540.987041644491487
1740.01387744681416230.02775489362832470.986122553185838
1750.01724076288402770.03448152576805540.982759237115972
1760.01389517376727130.02779034753454260.986104826232729
1770.0110519988555190.0221039977110380.988948001144481
1780.008870743418618270.01774148683723650.991129256581382
1790.006883216021683620.01376643204336720.993116783978316
1800.005774435628497010.0115488712569940.994225564371503
1810.004853935652065480.009707871304130960.995146064347935
1820.003788799163754570.007577598327509140.996211200836245
1830.004241499490367010.008482998980734030.995758500509633
1840.003270547165465220.006541094330930440.996729452834535
1850.07284071054683260.1456814210936650.927159289453167
1860.06383693900914570.1276738780182910.936163060990854
1870.07555137742023540.1511027548404710.924448622579765
1880.06403713870606570.1280742774121310.935962861293934
1890.0536541563999320.1073083127998640.946345843600068
1900.04430833113242790.08861666226485580.955691668867572
1910.03873353446880420.07746706893760830.961266465531196
1920.03248044560637260.06496089121274510.967519554393627
1930.03877701880449930.07755403760899860.961222981195501
1940.04258037207050.08516074414099990.9574196279295
1950.03554147970651660.07108295941303310.964458520293483
1960.02914301519934010.05828603039868010.97085698480066
1970.03934322123609450.07868644247218890.960656778763906
1980.03217517463612220.06435034927224450.967824825363878
1990.02996916944179330.05993833888358650.970030830558207
2000.025468536025170.05093707205033990.97453146397483
2010.0242099261925950.048419852385190.975790073807405
2020.02018300708356020.04036601416712050.97981699291644
2030.0255271301508270.05105426030165410.974472869849173
2040.02805986879478570.05611973758957140.971940131205214
2050.03122243404951150.0624448680990230.968777565950488
2060.02457162075482890.04914324150965780.975428379245171
2070.02426991288776360.04853982577552720.975730087112236
2080.01996928815855890.03993857631711780.980030711841441
2090.0216728319632850.043345663926570.978327168036715
2100.01745634679966710.03491269359933420.982543653200333
2110.01892928022771850.0378585604554370.981070719772281
2120.02927031916468960.05854063832937910.97072968083531
2130.02286935442182760.04573870884365520.977130645578172
2140.03302402104082920.06604804208165840.966975978959171
2150.0284568550336940.0569137100673880.971543144966306
2160.02208498411284820.04416996822569640.977915015887152
2170.02435911239073470.04871822478146940.975640887609265
2180.02048958882666260.04097917765332530.979510411173337
2190.01832055050594920.03664110101189830.981679449494051
2200.01375479827737990.02750959655475990.98624520172262
2210.01192723565276560.02385447130553120.988072764347234
2220.008581221005338870.01716244201067770.991418778994661
2230.006346574174097050.01269314834819410.993653425825903
2240.004964716802854890.009929433605709770.995035283197145
2250.004294645822144360.008589291644288720.995705354177856
2260.009946291679482140.01989258335896430.990053708320518
2270.007534383594052540.01506876718810510.992465616405947
2280.005373386330768580.01074677266153720.994626613669231
2290.003807178335165550.00761435667033110.996192821664834
2300.002664712201800940.005329424403601870.997335287798199
2310.002671581709784640.005343163419569290.997328418290215
2320.004943363926681880.009886727853363760.995056636073318
2330.02594673544349790.05189347088699580.974053264556502
2340.03845794067780610.07691588135561220.961542059322194
2350.02771878847402890.05543757694805790.972281211525971
2360.02396181394727590.04792362789455190.976038186052724
2370.187771175358450.3755423507168990.81222882464155
2380.1470448611769030.2940897223538050.852955138823097
2390.130216166245390.2604323324907810.86978383375461
2400.09886843392331150.1977368678466230.901131566076689
2410.07660014168752230.1532002833750450.923399858312478
2420.06146341784320180.1229268356864040.938536582156798
2430.05620977614701910.1124195522940380.943790223852981
2440.1035626757643380.2071253515286760.896437324235662
2450.09078377267345660.1815675453469130.909216227326543
2460.06963829302173110.1392765860434620.930361706978269
2470.04652964356737610.09305928713475210.953470356432624
2480.03780599987857170.07561199975714340.962194000121428
2490.03407474496554950.0681494899310990.96592525503445
2500.04144886906803740.08289773813607480.958551130931963
2510.02182244785967240.04364489571934480.978177552140328
2520.05474267636533120.1094853527306620.945257323634669


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level100.04149377593361NOK
5% type I error level850.352697095435685NOK
10% type I error level1330.551867219917012NOK












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