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Computing time3 seconds
R ServerBig Analytics Cloud Computing Center


Multiple Linear Regression - Estimated Regression Equation
Learning[t] = + 4.00445406989737 + 0.161768138570369month[t] + 0.0339720452340411Connected[t] + 0.0426648655196235Separate[t] + 0.553914374083271Software[t] + 0.0693843908517855Happiness[t] -0.0309724601101621Depression[t] + 0.0210589104920521Belonging[t] -0.0218367544310276Belonging_Final[t] -0.00651732044274797t + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)4.004454069897373.8937441.02840.3047250.152362
month0.1617681385703690.4087380.39580.6926040.346302
Connected0.03397204523404110.0346750.97970.3281470.164074
Separate0.04266486551962350.0351961.21220.2265580.113279
Software0.5539143740832710.05466110.133700
Happiness0.06938439085178550.0581021.19420.2335220.116761
Depression-0.03097246011016210.042456-0.72950.4663530.233176
Belonging0.02105891049205210.0379790.55450.579730.289865
Belonging_Final-0.02183675443102760.056419-0.3870.6990470.349524
t-0.006517320442747970.004332-1.50430.133740.06687


Multiple Linear Regression - Regression Statistics
Multiple R0.667804237836336
R-squared0.44596250007217
Adjusted R-squared0.426331250074727
F-TEST (value)22.7169691247506
F-TEST (DF numerator)9
F-TEST (DF denominator)254
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation1.86017625008154
Sum Squared Residuals878.904943067328


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
11316.131999294817-3.13199929481699
21615.7730133207950.226986679205006
31917.06432088135921.93567911864081
41512.1954414843572.80455851564301
51416.4180322249668-2.41803222496677
61314.8802268925994-1.88022689259937
71915.30738884979883.69261115020122
81517.0994109702753-2.09941097027535
91416.0716945323483-2.07169453234826
101514.47092766324020.529072336759826
111615.00483208812550.995167911874469
121616.1898230324591-0.189823032459148
131615.52988297608430.47011702391567
141615.50146168205470.498538317945331
151717.9849723007825-0.984972300782522
161515.4711693679876-0.471169367987593
171514.61151730328050.388482696719519
182016.41506761399343.58493238600663
191815.48989120805032.51010879194969
201615.55111755201870.448882447981341
211615.36086953737470.639130462625267
221615.14050556597480.859494434025239
231916.47381068475322.52618931524677
241615.08824249253160.911757507468418
251716.14898491088840.851015089111614
261716.25402615760590.745973842394144
271614.97075727681.02924272319996
281516.7314032980079-1.73140329800789
291615.71444805827950.28555194172051
301414.1776976706257-0.177697670625716
311515.7271570905493-0.727157090549255
321212.8196274232436-0.81962742324364
331414.7900282358008-0.790028235800783
341615.90923301678180.0907669832181634
351415.5241842748814-1.52418427488142
361012.9949264320293-2.99492643202928
371013.036017732808-3.03601773280804
381415.7159143656349-1.7159143656349
391614.51893224043911.48106775956085
401614.46397400331251.53602599668751
411614.69226143879911.30773856120088
421415.6917393515645-1.69173935156446
432017.42399040785732.57600959214275
441414.1268333106255-0.126833310625486
451414.4277755307962-0.427775530796168
461115.4769010866658-4.47690108666582
471416.5016700566974-2.50167005669743
481515.0872733557269-0.0872733557269339
491615.43449868155980.565501318440216
501415.5957515567831-1.59575155678312
511616.9470055618408-0.947005561840803
521414.1029056640276-0.102905664027613
531214.9814432966391-2.98144329663915
541615.7857932992670.214206700732997
55911.3563715377051-2.35637153770508
561412.33493451389981.66506548610016
571615.79458143180020.205418568199844
581615.42094699845460.579053001545421
591515.0830124726959-0.0830124726959017
601614.15126792463561.84873207536441
611211.50696101907350.493038980926456
621615.61401880338330.385981196616663
631616.4810046021701-0.481004602170093
641414.6386116076605-0.638611607660451
651615.21606649800860.7839335019914
661716.12835949642960.871640503570416
671816.36598102858421.63401897141582
681814.54606520960843.45393479039163
691215.9859557929281-3.98595579292812
701615.72358968010840.276410319891618
711013.4364628729273-3.43646287292727
721414.9824764129632-0.982476412963164
731817.01588301218050.984116987819492
741817.24548809358730.754511906412746
751615.32572059802380.674279401976158
761713.57575201879013.42424798120991
771616.4687902994353-0.468790299435257
781614.55221583323521.44778416676477
791315.2614002582591-2.26140025825906
801615.19645256229850.803547437701546
811615.75744966677730.242550333222654
821615.77685169303720.223148306962762
831515.7298773413515-0.729877341351537
841514.92997023040010.0700297695999293
851614.21494342275451.78505657724555
861414.2366309572854-0.236630957285364
871615.40941707492330.590582925076748
881614.90002720382131.09997279617871
891514.5575243875150.442475612484963
901213.9195769686057-1.91957696860565
911716.78002268138110.219977318618857
921615.86296481876890.13703518123111
931515.130179843395-0.130179843395007
941315.0948418111599-2.09484181115993
951614.83081725072941.16918274927061
961615.79873323490230.201266765097668
971613.75560587896972.24439412103031
981615.83442676297320.165573237026833
991414.4661328340413-0.466132834041305
1001617.0397108174705-1.03971081747049
1011614.69888001762821.3011199823718
1022017.4606549280592.53934507194103
1031514.22090689148290.77909310851712
1041615.00493246408790.995067535912096
1051314.8816285614617-1.88162856146174
1061715.70608292130381.29391707869617
1071615.7299469725030.270053027497047
1081614.37341216152491.62658783847514
1091212.3059825583899-0.305982558389886
1101615.28361706323190.716382936768055
1111616.0107716671885-0.0107716671884995
1121715.03508126417861.96491873582139
1131314.5406112403526-1.54061124035262
1141214.577275020435-2.57727502043505
1151816.1499158080541.85008419194603
1161415.8490205615627-1.84902056156272
1171413.17143741370320.82856258629681
1181314.7890480129649-1.7890480129649
1191615.5214947103640.478505289635981
1201314.4173866932526-1.41738669325258
1211615.37326484034760.626735159652424
1221315.8239894208261-2.82398942082606
1231616.8206727627472-0.820672762747186
1241515.8151943614052-0.815194361405174
1251616.7758864663847-0.775886466384696
1261514.65631769558030.34368230441972
1271715.51354584467651.48645415532348
1281513.95619058709241.04380941290757
1291214.6649696205487-2.66496962054875
1301613.94841252720742.05158747279264
1311013.6993457863953-3.69934578639529
1321613.47873264914812.52126735085192
1331214.117119104406-2.11711910440598
1341415.4969825827167-1.49698258271669
1351515.022851451454-0.0228514514539678
1361312.07828353730440.921716462695573
1371514.41797520628360.582024793716389
1381113.4148843246345-2.41488432463447
1391212.9615388133991-0.961538813399098
1401113.3294291078386-2.32942910783858
1411612.81982867301833.18017132698169
1421513.61147651816381.38852348183617
1431716.76473616182030.235263838179739
1441614.09726648148351.9027335185165
1451013.2326063570416-3.23260635704162
1461815.42318082200582.57681917799422
1471314.8643149057299-1.86431490572987
1481614.78110400975751.21889599024249
1491312.75937389386590.240626106134064
1501012.8479456212172-2.8479456212172
1511515.8571245856987-0.85712458569868
1521613.82432036865652.17567963134345
1531611.8177905401794.18220945982101
1541412.17962526706481.8203747329352
1551012.3603674449609-2.3603674449609
1561716.35639685260250.643603147397474
1571311.63995927610471.36004072389525
1581513.760670973811.23932902619001
1591614.47778380013721.52221619986284
1601212.671268682682-0.671268682682037
1611312.55015839308360.449841606916437
1621312.69518566592350.304814334076526
1631212.5325265824158-0.532526582415784
1641716.29443654998990.705563450010119
1651513.78026949660191.21973050339809
1661011.6960484317299-1.69604843172991
1671414.4098138706111-0.409813870611069
1681114.2824014929904-3.28240149299045
1691314.8696564507497-1.8696564507497
1701614.52772562337951.4722743766205
1711210.578159697221.42184030277997
1721615.40539571243870.594604287561291
1731213.9507326026571-1.95073260265711
174911.4327559786395-2.43275597863949
1751214.9708875013237-2.97088750132369
1761514.61531181533650.384688184663523
1771212.3484847331071-0.348484733107104
1781212.7410235452396-0.741023545239609
1791413.84825693293810.151743067061868
1801213.4363825724819-1.4363825724819
1811615.05742255122530.94257744877469
1821111.5290900782481-0.52909007824815
1831916.70239346640272.29760653359726
1841515.1861080347248-0.186108034724758
185814.6098477634635-6.60984776346354
1861614.79487542842621.20512457157383
1871714.48896780864662.51103219135342
1881212.4492788886035-0.449278888603544
1891111.5258253233485-0.525825323348466
1901110.48399194092270.51600805907726
1911414.7297291026958-0.729729102695759
1921615.45734086060360.542659139396387
193129.794949979580532.20505002041947
1941614.05823760705391.94176239294607
1951313.6671267744826-0.667126774482572
1961515.0059615481752-0.00596154817517691
1971612.96127564877993.03872435122008
1981615.02169595069260.978304049307385
1991412.46549516896531.53450483103466
2001614.5360348798981.46396512010202
2011614.01017732156791.98982267843206
2021413.350514644940.649485355059961
2031113.424889464178-2.42488946417804
2041214.4629453484512-2.4629453484512
2051512.72818073292342.27181926707665
2061514.43920770290540.560792297094569
2071614.4841958335771.51580416642298
2081614.86391748317791.13608251682205
2091113.5735507320522-2.57355073205221
2101513.93299163421961.06700836578037
2111214.1909393598993-2.19093935989935
2121215.7003657756719-3.7003657756719
2131514.09847214845650.90152785154354
2141512.08980395457622.9101960454238
2151614.48611736758141.51388263241863
2161413.04479115557020.955208844429784
2171714.57038470360082.42961529639919
2181413.88987696130980.110123038690205
2191311.8763407163771.12365928362303
2201515.0824598206262-0.0824598206262444
2211314.5750556822787-1.57505568227875
2221413.98603322779790.0139667722021436
2231514.18660326089680.813396739103202
2241213.0451003628764-1.04510036287638
2251312.52779271327570.472207286724271
226811.6960459918855-3.69604599188549
2271413.65619932870260.34380067129741
2281412.90007169960871.09992830039132
2291112.1551096302894-1.15510963028936
2301212.81419870208-0.814198702080019
2311311.19279847494691.80720152505309
2321013.1324013386614-3.13240133866138
2331611.32387242147464.67612757852538
2341815.70166237527842.29833762472164
2351313.6986247386433-0.698624738643332
2361113.1953213217862-2.19532132178623
237410.9144168771812-6.91441687718123
2381314.0863865432717-1.08638654327175
2391614.1114446024491.88855539755096
2401011.5810420842532-1.58104208425324
2411212.1457895056583-0.145789505658296
2421213.3223330284657-1.32233302846566
243108.801955081847951.19804491815205
2441310.96759703967272.0324029603273
2451513.4825144280371.51748557196297
2461211.77011759791040.229882402089584
2471412.67016620458441.32983379541564
2481012.2934478887145-2.29344788871453
2491210.60140736630471.39859263369527
2501211.50458606214790.495413937852056
2511111.693327081122-0.693327081122031
2521011.4970254698553-1.49702546985534
2531211.22777229258040.772227707419619
2541612.63302946348683.36697053651322
2551213.1033064447535-1.10330644475347
2561413.61151012685120.388489873148829
2571614.13802203852431.86197796147568
2581411.45129652044112.54870347955891
2591313.9883658481621-0.988365848162086
26049.27855351815033-5.27855351815033
2611513.49081781415331.50918218584669
2621114.705447878116-3.70544787811602
2631111.1003815456158-0.100381545615756
2641412.57599843794711.42400156205287


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
130.3098076562868170.6196153125736340.690192343713183
140.29824588950840.59649177901680.7017541104916
150.1808806456540230.3617612913080450.819119354345977
160.1379595279697350.275919055939470.862040472030265
170.1437295955000730.2874591910001460.856270404499927
180.2956726119172760.5913452238345510.704327388082725
190.2459530517545680.4919061035091360.754046948245432
200.1975315826423510.3950631652847020.802468417357649
210.154638598434060.3092771968681210.84536140156594
220.1811797940705880.3623595881411760.818820205929412
230.2923707220197940.5847414440395870.707629277980206
240.4135630532472670.8271261064945330.586436946752734
250.34387151445490.6877430289097990.6561284855451
260.2927453957228810.5854907914457630.707254604277119
270.2802750084189160.5605500168378320.719724991581084
280.3963794298911480.7927588597822950.603620570108852
290.3427054950612250.685410990122450.657294504938775
300.4535908923182430.9071817846364850.546409107681757
310.40982030423140.8196406084628010.5901796957686
320.3797004077828050.7594008155656110.620299592217195
330.3621991750907390.7243983501814790.637800824909261
340.3230614192767070.6461228385534140.676938580723293
350.277419371141340.554838742282680.72258062885866
360.4125993740547530.8251987481095070.587400625945247
370.4404867410818030.8809734821636060.559513258918197
380.4147512409377350.829502481875470.585248759062265
390.4589965817755780.9179931635511550.541003418224423
400.4380772810874120.8761545621748240.561922718912588
410.3976066324475260.7952132648950520.602393367552474
420.3570110205573620.7140220411147240.642988979442638
430.3758033239779790.7516066479559580.624196676022021
440.326219195936970.652438391873940.67378080406303
450.2972285976381080.5944571952762170.702771402361892
460.4777675767147070.9555351534294140.522232423285293
470.5669830094703380.8660339810593240.433016990529662
480.5236943455500820.9526113088998360.476305654449918
490.5470906284513130.9058187430973740.452909371548687
500.5197959541422480.9604080917155050.480204045857752
510.47436189325660.94872378651320.5256381067434
520.4323254143523730.8646508287047470.567674585647627
530.4325852567479160.8651705134958310.567414743252084
540.3893686754559090.7787373509118170.610631324544092
550.377808513790590.7556170275811810.62219148620941
560.3735942079729920.7471884159459830.626405792027008
570.3328522754056840.6657045508113690.667147724594316
580.3129807678178560.6259615356357120.687019232182144
590.2817261083627020.5634522167254030.718273891637298
600.3015549681005970.6031099362011950.698445031899403
610.2767868351991140.5535736703982270.723213164800886
620.2505081895412210.5010163790824420.749491810458779
630.2206830002329850.441366000465970.779316999767015
640.1917082812773360.3834165625546720.808291718722664
650.169368195676740.338736391353480.83063180432326
660.1437839319250170.2875678638500340.856216068074983
670.1245280372776480.2490560745552960.875471962722352
680.1507141268579970.3014282537159930.849285873142003
690.3438886689519220.6877773379038450.656111331048078
700.3056432567799260.6112865135598510.694356743220074
710.4568775855796580.9137551711593160.543122414420342
720.4199286978973710.8398573957947430.580071302102628
730.4102502676853240.8205005353706470.589749732314676
740.3894757878510030.7789515757020050.610524212148997
750.3530671532661330.7061343065322660.646932846733867
760.4024786615460270.8049573230920540.597521338453973
770.3675803013216660.7351606026433330.632419698678334
780.3389469117914920.6778938235829830.661053088208508
790.366387166817080.732774333634160.63361283318292
800.3344406073137530.6688812146275060.665559392686247
810.302660280086570.605320560173140.69733971991343
820.2687121813871270.5374243627742540.731287818612873
830.2434651651268960.4869303302537920.756534834873104
840.2133951700540510.4267903401081020.786604829945949
850.2044737233266680.4089474466533370.795526276673332
860.1775890557445890.3551781114891770.822410944255412
870.1551740734164490.3103481468328970.844825926583551
880.1411343802845150.282268760569030.858865619715485
890.1209886343409550.241977268681910.879011365659045
900.1202551592357210.2405103184714420.879744840764279
910.1024791541696440.2049583083392890.897520845830356
920.08914610202308270.1782922040461650.910853897976917
930.07551078691453510.151021573829070.924489213085465
940.0795327042145030.1590654084290060.920467295785497
950.07183277807612810.1436655561522560.928167221923872
960.05977188118396490.119543762367930.940228118816035
970.06365130835156190.1273026167031240.936348691648438
980.0525729225895720.1051458451791440.947427077410428
990.04334852788316510.08669705576633030.956651472116835
1000.03753924089161140.07507848178322280.962460759108389
1010.0329904108910570.06598082178211390.967009589108943
1020.03983937967767810.07967875935535630.960160620322322
1030.03354907896288140.06709815792576290.966450921037119
1040.03052017460761840.06104034921523670.969479825392382
1050.03570514471445690.07141028942891390.964294855285543
1060.03126503917001540.06253007834003080.968734960829985
1070.02530967683720120.05061935367440240.974690323162799
1080.02460496769295920.04920993538591850.975395032307041
1090.01984064776979050.03968129553958110.980159352230209
1100.01624007140688590.03248014281377180.983759928593114
1110.01281132361245510.02562264722491020.987188676387545
1120.01322590309771730.02645180619543460.986774096902283
1130.01212227737624830.02424455475249660.987877722623752
1140.0169804189106440.03396083782128810.983019581089356
1150.01619275206669670.03238550413339330.983807247933303
1160.01548673497034390.03097346994068780.984513265029656
1170.01279342485440360.02558684970880720.987206575145596
1180.01269348730057230.02538697460114460.987306512699428
1190.01012742435129590.02025484870259180.989872575648704
1200.008949415656714350.01789883131342870.991050584343286
1210.007135534773741650.01427106954748330.992864465226258
1220.01030091704980250.02060183409960510.989699082950197
1230.008418225579054080.01683645115810820.991581774420946
1240.007014958593532190.01402991718706440.992985041406468
1250.005612308142537740.01122461628507550.994387691857462
1260.004373091948813690.008746183897627380.995626908051186
1270.004114882308206260.008229764616412510.995885117691794
1280.003371336242235430.006742672484470860.996628663757765
1290.004595192412917210.009190384825834420.995404807587083
1300.005208333436494140.01041666687298830.994791666563506
1310.01065716548059780.02131433096119570.989342834519402
1320.01316378374194320.02632756748388640.986836216258057
1330.01405986139114440.02811972278228880.985940138608856
1340.01302663520592840.02605327041185670.986973364794072
1350.01026830039202240.02053660078404480.989731699607978
1360.008693013370513360.01738602674102670.991306986629487
1370.006919306337646240.01383861267529250.993080693662354
1380.008731244146019830.01746248829203970.99126875585398
1390.007445631284600020.01489126256920.9925543687154
1400.009115021525194380.01823004305038880.990884978474806
1410.01492449788796860.02984899577593710.985075502112031
1420.01428802690950940.02857605381901880.985711973090491
1430.0117875191910280.0235750383820560.988212480808972
1440.01174247362107150.02348494724214290.988257526378929
1450.02085450788042710.04170901576085420.979145492119573
1460.02489666808312260.04979333616624520.975103331916877
1470.02642358234086040.05284716468172090.973576417659139
1480.02308855780006960.04617711560013920.97691144219993
1490.01857537741227570.03715075482455140.981424622587724
1500.02658264134176060.05316528268352120.973417358658239
1510.02268517783066090.04537035566132190.977314822169339
1520.02527519662139750.0505503932427950.974724803378602
1530.05101438518797810.1020287703759560.948985614812022
1540.04999733427735270.09999466855470550.950002665722647
1550.05905625823206460.1181125164641290.940943741767935
1560.05005294472971880.1001058894594380.949947055270281
1570.04423785787402460.08847571574804920.955762142125975
1580.03797772267168380.07595544534336760.962022277328316
1590.03675453814585680.07350907629171350.963245461854143
1600.03105938517441510.06211877034883010.968940614825585
1610.02517503779155370.05035007558310750.974824962208446
1620.02033153230117010.04066306460234010.97966846769883
1630.01688684725347040.03377369450694070.98311315274653
1640.01408506905374590.02817013810749170.985914930946254
1650.01203776963979230.02407553927958470.987962230360208
1660.01271903993476120.02543807986952230.987280960065239
1670.01015662610664360.02031325221328720.989843373893356
1680.01572539382854290.03145078765708580.984274606171457
1690.0160887007977170.03217740159543410.983911299202283
1700.01500082693420250.03000165386840490.984999173065798
1710.01358950266183260.02717900532366530.986410497338167
1720.01083942079672320.02167884159344640.989160579203277
1730.01084416257913830.02168832515827670.989155837420862
1740.0125964595233810.0251929190467620.987403540476619
1750.01663112030229620.03326224060459240.983368879697704
1760.01324807451995960.02649614903991920.98675192548004
1770.01045292098781340.02090584197562670.989547079012187
1780.008768598309440910.01753719661888180.991231401690559
1790.006752180994416130.01350436198883230.993247819005584
1800.005952275777861520.0119045515557230.994047724222138
1810.004820212552379060.009640425104758130.995179787447621
1820.003708346311680270.007416692623360550.99629165368832
1830.003986923990583540.007973847981167090.996013076009416
1840.003009610086656780.006019220173313550.996990389913343
1850.08534147718383820.1706829543676760.914658522816162
1860.07602153353057050.1520430670611410.923978466469429
1870.08374139238210050.1674827847642010.9162586076179
1880.070040319376870.140080638753740.92995968062313
1890.06228759675132680.1245751935026540.937712403248673
1900.05174481009591090.1034896201918220.948255189904089
1910.04773149933135870.09546299866271740.952268500668641
1920.03922575193982040.07845150387964080.96077424806018
1930.04002435218004980.08004870436009970.95997564781995
1940.04030470811104050.0806094162220810.95969529188896
1950.03470060814855360.06940121629710730.965299391851446
1960.02776615183788430.05553230367576870.972233848162116
1970.03510520148723130.07021040297446260.964894798512769
1980.02850141846129450.05700283692258910.971498581538705
1990.02553144438275360.05106288876550730.974468555617246
2000.02181961012182390.04363922024364770.978180389878176
2010.02032694564840670.04065389129681340.979673054351593
2020.01708995824873890.03417991649747780.982910041751261
2030.02246438479350130.04492876958700260.977535615206499
2040.02615488779815590.05230977559631180.973845112201844
2050.02732199565107280.05464399130214560.972678004348927
2060.02125701190681450.04251402381362910.978742988093185
2070.02026531063659320.04053062127318640.979734689363407
2080.01646882596882030.03293765193764050.98353117403118
2090.0183272916694650.036654583338930.981672708330535
2100.0145010037992430.0290020075984860.985498996200757
2110.01661828671498880.03323657342997770.983381713285011
2120.0270900954587140.0541801909174280.972909904541286
2130.02091311624195860.04182623248391720.979086883758041
2140.0271139334948890.0542278669897780.972886066505111
2150.02287254941602440.04574509883204890.977127450583976
2160.01753197827981570.03506395655963140.982468021720184
2170.01925595938692880.03851191877385770.980744040613071
2180.01609807138193020.03219614276386040.98390192861807
2190.01487379328870740.02974758657741490.985126206711293
2200.01124522826294190.02249045652588380.988754771737058
2210.009261827372234250.01852365474446850.990738172627766
2220.006565627505843110.01313125501168620.993434372494157
2230.004982036278469820.009964072556939640.99501796372153
2240.003705866237019940.007411732474039890.99629413376298
2250.003129105724860350.006258211449720710.99687089427514
2260.00730802383345710.01461604766691420.992691976166543
2270.00565658697248560.01131317394497120.994343413027514
2280.004130035904279820.008260071808559630.99586996409572
2290.00290095626256910.005801912525138210.997099043737431
2300.002100065268682330.004200130537364660.997899934731318
2310.001874350061501380.003748700123002760.998125649938499
2320.004452684319662010.008905368639324010.995547315680338
2330.01865136071435560.03730272142871120.981348639285644
2340.02870562366639210.05741124733278420.971294376333608
2350.02024081568753380.04048163137506760.979759184312466
2360.01663851784656370.03327703569312750.983361482153436
2370.1588115271455990.3176230542911990.841188472854401
2380.1220536595929060.2441073191858110.877946340407095
2390.09960486963203870.1992097392640770.900395130367961
2400.07508577164683040.1501715432936610.92491422835317
2410.06464264177535950.1292852835507190.93535735822464
2420.1024906555532890.2049813111065770.897509344446711
2430.08149172083289890.1629834416657980.918508279167101
2440.08426826261253050.1685365252250610.91573173738747
2450.06658711930415680.1331742386083140.933412880695843
2460.05443568400435430.1088713680087090.945564315995646
2470.03299075440982120.06598150881964240.967009245590179
2480.02663916407596250.0532783281519250.973360835924038
2490.02249135767596280.04498271535192570.977508642324037
2500.06644733884633560.1328946776926710.933552661153664
2510.04869724832382570.09739449664765150.951302751676174


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level160.0669456066945607NOK
5% type I error level980.410041841004184NOK
10% type I error level1330.556485355648536NOK












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