Multiple Linear Regression - Estimated Regression Equation
Learning[t] = + 4.00445406989653 + 0.161768138570449month[t] + 0.033972045234042Connected[t] + 0.0426648655196232Separate[t] + 0.55391437408327Software[t] + 0.0693843908517882Happiness[t] -0.0309724601101604Depression[t] + 0.0210589104920537Belonging[t] -0.0218367544310297Belonging_Final[t] -0.00651732044274871t + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)4.004454069896533.8937441.02840.3047250.152362
month0.1617681385704490.4087380.39580.6926040.346302
Connected0.0339720452340420.0346750.97970.3281470.164074
Separate0.04266486551962320.0351961.21220.2265580.113279
Software0.553914374083270.05466110.133700
Happiness0.06938439085178820.0581021.19420.2335220.116761
Depression-0.03097246011016040.042456-0.72950.4663530.233176
Belonging0.02105891049205370.0379790.55450.579730.289865
Belonging_Final-0.02183675443102970.056419-0.3870.6990470.349524
t-0.006517320442748710.004332-1.50430.133740.06687


Multiple Linear Regression - Regression Statistics
Multiple R0.667804237836336
R-squared0.44596250007217
Adjusted R-squared0.426331250074727
F-TEST (value)22.7169691247507
F-TEST (DF numerator)9
F-TEST (DF denominator)254
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation1.86017625008155
Sum Squared Residuals878.904943067331


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
11316.1319992948175-3.13199929481746
21615.7730133207950.226986679205008
31917.06432088135921.93567911864083
41512.1954414843572.80455851564302
51416.4180322249668-2.41803222496679
61314.8802268925994-1.88022689259938
71915.30738884979883.69261115020122
81517.0994109702753-2.09941097027534
91416.0716945323483-2.07169453234826
101514.47092766324020.529072336759824
111615.00483208812550.995167911874463
121616.1898230324591-0.189823032459142
131615.52988297608430.470117023915685
141615.50146168205470.498538317945334
151717.9849723007825-0.984972300782519
161515.4711693679876-0.471169367987578
171514.61151730328050.388482696719519
182016.41506761399343.58493238600663
191815.48989120805032.51010879194971
201615.55111755201860.448882447981356
211615.36086953737470.639130462625279
221615.14050556597470.859494434025267
231916.47381068475322.52618931524679
241615.08824249253160.911757507468446
251716.14898491088840.851015089111614
261716.25402615760580.745973842394168
271614.97075727681.02924272319997
281516.7314032980079-1.73140329800786
291615.71444805827950.285551941720517
301414.1776976706257-0.177697670625683
311515.7271570905492-0.727157090549234
321212.8196274232436-0.819627423243612
331414.7900282358008-0.790028235800772
341615.90923301678180.0907669832181899
351415.5241842748814-1.52418427488141
361012.9949264320293-2.99492643202926
371013.036017732808-3.03601773280801
381415.7159143656349-1.71591436563487
391614.51893224043911.48106775956088
401614.46397400331251.53602599668754
411614.69226143879911.30773856120091
421415.6917393515644-1.69173935156445
432017.42399040785722.57600959214279
441414.1268333106255-0.126833310625451
451414.4277755307961-0.427775530796144
461115.4769010866658-4.47690108666579
471416.5016700566974-2.50167005669739
481515.0872733557269-0.0872733557269008
491615.43449868155980.565501318440229
501415.5957515567831-1.59575155678309
511616.9470055618408-0.947005561840761
521414.1029056640276-0.102905664027581
531214.9814432966391-2.98144329663911
541615.78579329926690.214206700733062
55911.356371537705-2.35637153770504
561412.33493451389981.66506548610018
571615.79458143180010.205418568199872
581615.42094699845450.579053001545475
591515.0830124726959-0.0830124726958567
601614.15126792463551.84873207536446
611211.50696101907350.493038980926504
621615.61401880338330.385981196616701
631616.48100460217-0.481004602170041
641414.6386116076604-0.638611607660401
651615.21606649800860.783933501991448
661716.12835949642960.871640503570395
671816.36598102858421.6340189714158
681814.54606520960843.4539347903916
691215.9859557929282-3.98595579292816
701615.72358968010840.276410319891583
711013.4364628729273-3.4364628729273
721414.9824764129632-0.982476412963195
731817.01588301218050.984116987819457
741817.24548809358730.754511906412718
751615.32572059802390.674279401976127
761713.57575201879013.42424798120986
771616.4687902994353-0.468790299435291
781614.55221583323531.44778416676474
791315.2614002582591-2.26140025825909
801615.19645256229850.80354743770153
811615.75744966677740.242550333222626
821615.77685169303730.223148306962747
831515.7298773413516-0.72987734135157
841514.92997023040010.0700297695999076
851614.21494342275451.78505657724552
861414.2366309572854-0.236630957285394
871615.40941707492330.590582925076732
881614.90002720382131.0999727961787
891514.55752438751510.442475612484949
901213.9195769686057-1.91957696860568
911716.78002268138120.219977318618845
921615.86296481876890.13703518123109
931515.130179843395-0.130179843395034
941315.0948418111599-2.09484181115994
951614.83081725072941.16918274927058
961615.79873323490230.201266765097656
971613.75560587896972.24439412103029
981615.83442676297320.165573237026808
991414.4661328340413-0.466132834041314
1001617.0397108174705-1.0397108174705
1011614.69888001762821.30111998237178
1022017.4606549280592.53934507194102
1031514.22090689148290.779093108517128
1041615.00493246408790.995067535912078
1051314.8816285614618-1.88162856146175
1061715.70608292130381.29391707869616
1071615.7299469725030.27005302749703
1081614.37341216152491.62658783847515
1091212.3059825583899-0.305982558389896
1101615.2836170632320.716382936768048
1111616.0107716671885-0.0107716671884955
1121715.03508126417861.96491873582139
1131314.5406112403526-1.54061124035264
1141214.5772750204351-2.57727502043506
1151816.1499158080541.85008419194602
1161415.8490205615627-1.8490205615627
1171413.17143741370320.828562586296819
1181314.7890480129649-1.78904801296489
1191615.5214947103640.478505289635973
1201314.4173866932526-1.41738669325256
1211615.37326484034760.626735159652427
1221315.8239894208261-2.82398942082606
1231616.8206727627472-0.820672762747172
1241515.8151943614052-0.815194361405167
1251616.7758864663847-0.775886466384681
1261514.65631769558030.343682304419718
1271715.51354584467651.48645415532348
1281513.95619058709241.04380941290757
1291214.6649696205487-2.66496962054874
1301613.94841252720732.05158747279265
1311013.6993457863953-3.69934578639527
1321613.47873264914812.52126735085192
1331214.117119104406-2.11711910440596
1341415.4969825827167-1.49698258271668
1351515.022851451454-0.0228514514539609
1361312.07828353730440.921716462695583
1371514.41797520628360.582024793716415
1381113.4148843246344-2.41488432463444
1391212.9615388133991-0.961538813399079
1401113.3294291078386-2.32942910783856
1411612.81982867301833.18017132698171
1421513.61147651816381.38852348183618
1431716.76473616182020.235263838179766
1441614.09726648148351.90273351851652
1451013.2326063570416-3.23260635704161
1461815.42318082200582.57681917799423
1471314.8643149057298-1.86431490572983
1481614.78110400975751.21889599024253
1491312.75937389386590.240626106134091
1501012.8479456212172-2.84794562121719
1511515.8571245856987-0.857124585698667
1521613.82432036865652.17567963134348
1531611.8177905401794.18220945982104
1541412.17962526706471.82037473293531
1551012.3603674449609-2.36036744496087
1561716.35639685260250.643603147397511
1571311.63995927610471.36004072389528
1581513.760670973811.23932902619003
1591614.47778380013711.52221619986288
1601212.671268682682-0.671268682682013
1611312.55015839308350.449841606916476
1621312.69518566592350.304814334076481
1631212.5325265824158-0.532526582415843
1641716.29443654998990.705563450010052
1651513.7802694966021.21973050339805
1661011.69604843173-1.69604843172995
1671414.4098138706111-0.409813870611107
1681114.2824014929905-3.28240149299048
1691314.8696564507497-1.86965645074974
1701614.52772562337951.47227437662047
1711210.57815969722011.42184030277993
1721615.40539571243880.594604287561249
1731213.9507326026571-1.95073260265714
174911.4327559786395-2.43275597863953
1751214.9708875013237-2.97088750132374
1761514.61531181533650.384688184663489
1771212.3484847331071-0.348484733107133
1781212.7410235452396-0.741023545239648
1791413.84825693293820.151743067061837
1801213.4363825724819-1.43638257248194
1811615.05742255122530.942577448774667
1821111.5290900782482-0.529090078248177
1831916.70239346640282.29760653359724
1841515.1861080347248-0.18610803472479
185814.6098477634636-6.60984776346357
1861614.79487542842621.20512457157379
1871714.48896780864662.51103219135338
1881212.4492788886036-0.449278888603589
1891111.5258253233485-0.525825323348493
1901110.48399194092280.516008059077233
1911414.7297291026958-0.729729102695786
1921615.45734086060360.542659139396364
193129.794949979580572.20505002041943
1941614.05823760705391.94176239294606
1951313.6671267744826-0.667126774482598
1961515.0059615481752-0.00596154817518689
1971612.961275648783.03872435122004
1981615.02169595069260.97830404930736
1991412.46549516896541.53450483103465
2001614.5360348798981.463965120102
2011614.01017732156791.98982267843206
2021413.35051464494010.649485355059946
2031113.4248894641781-2.42488946417808
2041214.4629453484512-2.46294534845121
2051512.72818073292342.27181926707663
2061514.43920770290540.560792297094553
2071614.4841958335771.51580416642297
2081614.8639174831781.13608251682204
2091113.5735507320522-2.57355073205222
2101513.93299163421971.06700836578035
2111214.1909393598993-2.19093935989934
2121215.7003657756719-3.70036577567191
2131514.09847214845650.901527851543532
2141512.08980395457622.9101960454238
2151614.48611736758141.51388263241862
2161413.04479115557020.955208844429781
2171714.57038470360082.42961529639917
2181413.88987696130980.110123038690196
2191311.8763407163771.12365928362303
2201515.0824598206262-0.08245982062625
2211314.5750556822787-1.57505568227874
2221413.98603322779790.0139667722021294
2231514.18660326089680.813396739103206
2241213.0451003628764-1.04510036287638
2251312.52779271327570.472207286724255
226811.6960459918855-3.69604599188549
2271413.65619932870260.343800671297409
2281412.90007169960871.09992830039132
2291112.1551096302894-1.15510963028936
2301212.81419870208-0.814198702080007
2311311.19279847494691.80720152505309
2321013.1324013386614-3.13240133866136
2331611.32387242147464.6761275785254
2341815.70166237527842.29833762472164
2351313.6986247386433-0.698624738643324
2361113.1953213217862-2.19532132178622
237410.9144168771812-6.91441687718123
2381314.0863865432717-1.08638654327172
2391614.1114446024491.88855539755098
2401011.5810420842532-1.58104208425323
2411212.1457895056583-0.145789505658277
2421213.3223330284656-1.32233302846563
243108.801955081847941.19804491815206
2441310.96759703967272.03240296032731
2451513.4825144280371.51748557196298
2461211.77011759791040.229882402089599
2471412.67016620458431.32983379541566
2481012.2934478887145-2.29344788871453
2491210.60140736630471.3985926336953
2501211.50458606214790.495413937852081
2511111.693327081122-0.693327081122017
2521011.4970254698553-1.49702546985533
2531211.22777229258040.772227707419641
2541612.63302946348673.36697053651325
2551213.1033064447534-1.10330644475345
2561413.61151012685110.38848987314886
2571614.13802203852431.8619779614757
2581411.45129652044112.54870347955894
2591313.9883658481621-0.988365848162067
26049.2785535181503-5.2785535181503
2611513.49081781415331.50918218584672
2621114.705447878116-3.70544787811599
2631111.1003815456157-0.100381545615727
2641412.57599843794711.4240015620529


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
130.3098076562868190.6196153125736370.690192343713181
140.2982458895083990.5964917790167970.701754110491601
150.180880645654020.3617612913080410.81911935434598
160.1379595279697360.2759190559394720.862040472030264
170.143729595500070.287459191000140.85627040449993
180.2956726119172730.5913452238345470.704327388082727
190.2459530517545690.4919061035091380.754046948245431
200.1975315826423510.3950631652847020.802468417357649
210.1546385984340610.3092771968681210.845361401565939
220.1811797940705840.3623595881411680.818820205929416
230.2923707220197970.5847414440395940.707629277980203
240.4135630532472670.8271261064945330.586436946752733
250.3438715144549040.6877430289098080.656128485545096
260.2927453957228830.5854907914457670.707254604277117
270.2802750084189120.5605500168378240.719724991581088
280.3963794298911410.7927588597822830.603620570108859
290.3427054950612210.6854109901224420.657294504938779
300.4535908923182440.9071817846364880.546409107681756
310.4098203042313980.8196406084627950.590179695768602
320.3797004077828050.7594008155656110.620299592217195
330.3621991750907350.724398350181470.637800824909265
340.3230614192767030.6461228385534050.676938580723297
350.2774193711413440.5548387422826880.722580628858656
360.4125993740547510.8251987481095030.587400625945249
370.4404867410818060.8809734821636120.559513258918194
380.4147512409377360.8295024818754730.585248759062264
390.4589965817755790.9179931635511570.541003418224422
400.4380772810874010.8761545621748020.561922718912599
410.3976066324475270.7952132648950540.602393367552473
420.3570110205573520.7140220411147040.642988979442648
430.3758033239779860.7516066479559720.624196676022014
440.3262191959369550.6524383918739110.673780804063045
450.2972285976381190.5944571952762370.702771402361881
460.47776757671470.9555351534294010.5222324232853
470.5669830094703450.866033981059310.433016990529655
480.5236943455500880.9526113088998250.476305654449913
490.5470906284513140.9058187430973710.452909371548686
500.519795954142250.9604080917154990.48020404585775
510.4743618932566040.9487237865132070.525638106743396
520.4323254143523730.8646508287047470.567674585647627
530.4325852567479120.8651705134958240.567414743252088
540.3893686754559180.7787373509118350.610631324544082
550.3778085137905960.7556170275811930.622191486209404
560.373594207972990.7471884159459790.626405792027011
570.3328522754056870.6657045508113730.667147724594313
580.312980767817860.625961535635720.68701923218214
590.281726108362710.563452216725420.71827389163729
600.3015549681005980.6031099362011960.698445031899402
610.2767868351991080.5535736703982170.723213164800892
620.250508189541220.501016379082440.74949181045878
630.2206830002329820.4413660004659650.779316999767018
640.1917082812773360.3834165625546710.808291718722664
650.1693681956767310.3387363913534620.830631804323269
660.1437839319250250.2875678638500490.856216068074975
670.124528037277640.249056074555280.87547196272236
680.1507141268579960.3014282537159920.849285873142004
690.3438886689519220.6877773379038450.656111331048078
700.3056432567799190.6112865135598390.694356743220081
710.4568775855796530.9137551711593070.543122414420347
720.4199286978973710.8398573957947410.580071302102629
730.4102502676853240.8205005353706480.589749732314676
740.3894757878510020.7789515757020040.610524212148998
750.3530671532661420.7061343065322840.646932846733858
760.4024786615460310.8049573230920630.597521338453968
770.3675803013216610.7351606026433220.632419698678339
780.3389469117914920.6778938235829850.661053088208508
790.3663871668170840.7327743336341690.633612833182916
800.334440607313750.6688812146275010.66555939268625
810.3026602800865650.605320560173130.697339719913435
820.268712181387130.5374243627742610.73128781861287
830.2434651651269040.4869303302538090.756534834873096
840.2133951700540430.4267903401080850.786604829945957
850.2044737233266640.4089474466533280.795526276673336
860.1775890557445860.3551781114891710.822410944255414
870.1551740734164460.3103481468328910.844825926583554
880.1411343802845170.2822687605690330.858865619715483
890.1209886343409550.241977268681910.879011365659045
900.1202551592357210.2405103184714430.879744840764279
910.1024791541696440.2049583083392880.897520845830356
920.08914610202308230.1782922040461650.910853897976918
930.07551078691453740.1510215738290750.924489213085463
940.07953270421450530.1590654084290110.920467295785495
950.07183277807612140.1436655561522430.928167221923879
960.05977188118396190.1195437623679240.940228118816038
970.06365130835156120.1273026167031220.936348691648439
980.052572922589570.105145845179140.94742707741043
990.04334852788316240.08669705576632470.956651472116838
1000.03753924089161130.07507848178322260.962460759108389
1010.03299041089105950.06598082178211890.967009589108941
1020.03983937967767910.07967875935535830.960160620322321
1030.0335490789628820.06709815792576390.966450921037118
1040.03052017460761660.06104034921523320.969479825392383
1050.03570514471445460.07141028942890920.964294855285545
1060.03126503917001510.06253007834003020.968734960829985
1070.02530967683720280.05061935367440560.974690323162797
1080.02460496769296060.04920993538592120.975395032307039
1090.01984064776979220.03968129553958440.980159352230208
1100.01624007140688650.03248014281377290.983759928593114
1110.01281132361245620.02562264722491240.987188676387544
1120.0132259030977180.02645180619543610.986774096902282
1130.01212227737624730.02424455475249460.987877722623753
1140.01698041891064570.03396083782129130.983019581089354
1150.0161927520666970.0323855041333940.983807247933303
1160.01548673497034280.03097346994068550.984513265029657
1170.01279342485440280.02558684970880570.987206575145597
1180.0126934873005720.0253869746011440.987306512699428
1190.01012742435129640.02025484870259280.989872575648704
1200.008949415656714290.01789883131342860.991050584343286
1210.007135534773742170.01427106954748430.992864465226258
1220.01030091704980430.02060183409960850.989699082950196
1230.008418225579053950.01683645115810790.991581774420946
1240.007014958593532520.0140299171870650.992985041406467
1250.005612308142537930.01122461628507590.994387691857462
1260.004373091948813260.008746183897626520.995626908051187
1270.004114882308206620.008229764616413240.995885117691793
1280.003371336242236070.006742672484472140.996628663757764
1290.004595192412916990.009190384825833980.995404807587083
1300.005208333436493750.01041666687298750.994791666563506
1310.01065716548059790.02131433096119570.989342834519402
1320.01316378374194220.02632756748388440.986836216258058
1330.01405986139114380.02811972278228770.985940138608856
1340.01302663520592910.02605327041185810.986973364794071
1350.01026830039202160.02053660078404330.989731699607978
1360.008693013370512240.01738602674102450.991306986629488
1370.00691930633764560.01383861267529120.993080693662354
1380.008731244146020170.01746248829204030.99126875585398
1390.007445631284598030.01489126256919610.992554368715402
1400.009115021525194620.01823004305038920.990884978474805
1410.01492449788796980.02984899577593950.98507550211203
1420.01428802690950940.02857605381901880.985711973090491
1430.01178751919102710.02357503838205430.988212480808973
1440.01174247362107220.02348494724214440.988257526378928
1450.02085450788042560.04170901576085120.979145492119574
1460.02489666808312320.04979333616624630.975103331916877
1470.02642358234085880.05284716468171750.973576417659141
1480.0230885578000690.04617711560013810.976911442199931
1490.01857537741227480.03715075482454950.981424622587725
1500.02658264134176150.05316528268352290.973417358658239
1510.02268517783066220.04537035566132450.977314822169338
1520.02527519662139690.05055039324279380.974724803378603
1530.05101438518797870.1020287703759570.948985614812021
1540.04999733427735050.09999466855470090.95000266572265
1550.05905625823206360.1181125164641270.940943741767936
1560.0500529447297150.100105889459430.949947055270285
1570.04423785787402510.08847571574805030.955762142125975
1580.03797772267168220.07595544534336450.962022277328318
1590.03675453814585660.07350907629171310.963245461854143
1600.03105938517441330.06211877034882660.968940614825587
1610.02517503779155380.05035007558310750.974824962208446
1620.02033153230116950.04066306460233910.97966846769883
1630.01688684725346990.03377369450693980.98311315274653
1640.01408506905374590.02817013810749180.985914930946254
1650.01203776963979180.02407553927958360.987962230360208
1660.01271903993476150.02543807986952310.987280960065238
1670.01015662610664350.0203132522132870.989843373893357
1680.01572539382854310.03145078765708620.984274606171457
1690.01608870079771710.03217740159543430.983911299202283
1700.01500082693420220.03000165386840430.984999173065798
1710.01358950266183270.02717900532366550.986410497338167
1720.01083942079672250.02167884159344490.989160579203277
1730.01084416257913780.02168832515827560.989155837420862
1740.01259645952338080.02519291904676160.987403540476619
1750.01663112030229520.03326224060459030.983368879697705
1760.01324807451995940.02649614903991880.986751925480041
1770.01045292098781330.02090584197562670.989547079012187
1780.008768598309440910.01753719661888180.991231401690559
1790.006752180994416220.01350436198883240.993247819005584
1800.005952275777861570.01190455155572310.994047724222138
1810.004820212552379010.009640425104758020.995179787447621
1820.003708346311680420.007416692623360840.99629165368832
1830.003986923990583410.007973847981166820.996013076009417
1840.003009610086656640.006019220173313280.996990389913343
1850.08534147718383930.1706829543676790.914658522816161
1860.07602153353057240.1520430670611450.923978466469428
1870.08374139238210130.1674827847642030.916258607617899
1880.07004031937687150.1400806387537430.929959680623129
1890.06228759675132870.1245751935026570.937712403248671
1900.05174481009591280.1034896201918260.948255189904087
1910.04773149933135830.09546299866271650.952268500668642
1920.03922575193981920.07845150387963830.960774248060181
1930.04002435218004950.08004870436009910.95997564781995
1940.04030470811104250.08060941622208490.959695291888958
1950.03470060814855670.06940121629711340.965299391851443
1960.02776615183788410.05553230367576820.972233848162116
1970.03510520148723090.07021040297446180.964894798512769
1980.02850141846129390.05700283692258780.971498581538706
1990.02553144438275370.05106288876550740.974468555617246
2000.02181961012182370.04363922024364740.978180389878176
2010.02032694564840540.04065389129681090.979673054351595
2020.01708995824873960.03417991649747930.98291004175126
2030.0224643847935020.0449287695870040.977535615206498
2040.02615488779815660.05230977559631310.973845112201843
2050.02732199565107330.05464399130214660.972678004348927
2060.02125701190681490.04251402381362980.978742988093185
2070.02026531063659360.04053062127318710.979734689363406
2080.01646882596881970.03293765193763940.98353117403118
2090.0183272916694640.03665458333892790.981672708330536
2100.01450100379924260.02900200759848530.985498996200757
2110.01661828671498880.03323657342997760.983381713285011
2120.02709009545871450.0541801909174290.972909904541285
2130.02091311624195930.04182623248391850.979086883758041
2140.02711393349488850.0542278669897770.972886066505111
2150.02287254941602480.04574509883204960.977127450583975
2160.01753197827981620.03506395655963240.982468021720184
2170.01925595938692850.0385119187738570.980744040613072
2180.01609807138193110.03219614276386210.983901928618069
2190.01487379328870670.02974758657741340.985126206711293
2200.01124522826294170.02249045652588340.988754771737058
2210.009261827372234950.01852365474446990.990738172627765
2220.006565627505843110.01313125501168620.993434372494157
2230.004982036278469950.00996407255693990.99501796372153
2240.003705866237020060.007411732474040110.99629413376298
2250.003129105724860460.006258211449720920.99687089427514
2260.007308023833457170.01461604766691430.992691976166543
2270.005656586972485760.01131317394497150.994343413027514
2280.004130035904279870.008260071808559730.99586996409572
2290.002900956262569140.005801912525138290.997099043737431
2300.002100065268682330.004200130537364650.997899934731318
2310.001874350061501410.003748700123002810.998125649938499
2320.004452684319662040.008905368639324080.995547315680338
2330.01865136071435560.03730272142871120.981348639285644
2340.02870562366639240.05741124733278470.971294376333608
2350.02024081568753410.04048163137506820.979759184312466
2360.01663851784656380.03327703569312770.983361482153436
2370.1588115271456040.3176230542912080.841188472854396
2380.1220536595929050.2441073191858090.877946340407095
2390.09960486963204310.1992097392640860.900395130367957
2400.07508577164683040.1501715432936610.92491422835317
2410.06464264177535980.129285283550720.93535735822464
2420.1024906555532860.2049813111065720.897509344446714
2430.08149172083289850.1629834416657970.918508279167101
2440.0842682626125320.1685365252250640.915731737387468
2450.06658711930415780.1331742386083160.933412880695842
2460.05443568400435390.1088713680087080.945564315995646
2470.03299075440982110.06598150881964220.967009245590179
2480.02663916407596290.05327832815192580.973360835924037
2490.02249135767596260.04498271535192520.977508642324037
2500.06644733884633630.1328946776926730.933552661153664
2510.04869724832382630.09739449664765270.951302751676174


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