Multiple Linear Regression - Estimated Regression Equation
Learning[t] = + 3.77956658273096 + 0.0469437389403787Connected[t] + 0.0419978310517143Separate[t] + 0.607405158110716Software[t] + 0.0986310792586457Happiness[t] -0.0393791266630167Depression[t] + 0.0158660592613708Belonging[t] -0.0194154193631069Belonging_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)3.779566582730961.9176521.97090.0498090.024904
Connected0.04694373894037870.0347871.34950.1783840.089192
Separate0.04199783105171430.0356481.17810.2398470.119923
Software0.6074051581107160.05184511.715800
Happiness0.09863107925864570.0579631.70160.090040.04502
Depression-0.03937912666301670.042557-0.92530.355670.177835
Belonging0.01586605926137080.0378430.41930.6753760.337688
Belonging_Final-0.01941541936310690.056444-0.3440.7311470.365573


Multiple Linear Regression - Regression Statistics
Multiple R0.653394258005352
R-squared0.426924056394364
Adjusted R-squared0.411254011061397
F-TEST (value)27.244596127377
F-TEST (DF numerator)7
F-TEST (DF denominator)256
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation1.88446241278469
Sum Squared Residuals909.106837810759


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
11315.7169326674783-2.71693266747828
21615.30464529881620.69535470118377
31916.53422660597592.46577339402408
41511.24319907102563.75680092897442
51415.8896873324328-1.88968733243282
61314.3424239462714-1.34242394627141
71914.83819200878984.16180799121016
81516.6568417465609-1.65684174656086
91415.6143966049743-1.61439660497434
101513.83988226254521.16011773745481
111614.52441321979851.47558678020148
121615.96134519141310.0386548085868939
131614.96541689650651.03458310349349
141615.13059457657630.869405423423655
151717.7266051778577-0.726605177857681
161515.0073602272847-0.00736022728471113
171514.03331126894840.966688731051579
182016.03954666325573.96045333674426
191815.094186162422.90581383758003
201615.18613762215190.813862377848066
211615.00153683346760.998463166532416
221614.58386482617381.41613517382618
231916.22690098760652.77309901239348
241614.6382510537831.36174894621697
251715.84160213608931.15839786391069
261715.8344851325851.16551486741504
271614.52940119859751.47059880140251
281516.4169297769606-1.41692977696059
291615.29551745644320.70448254355681
301413.61739445627860.382605543721402
311515.367231470103-0.367231470103047
321212.1577948842104-0.157794884210414
331414.4670335229458-0.46703352294582
341615.54904748087970.450952519120262
351415.1519977706766-1.15199777067663
361012.4548067707195-2.45480677071949
371012.2908025947004-2.29080259470042
381415.442875350487-1.44287535048698
391614.11256764964031.88743235035968
401614.05030069097431.94969930902573
411614.35991566120121.64008433879884
421415.4129095162212-1.41290951622121
432017.49755924374662.50244075625335
441413.73799971061440.262000289385567
451414.1390257843911-0.139025784391113
461115.1505593881384-4.15055938813839
471416.4190959972096-2.41909599720956
481514.7812339122260.218766087773982
491615.19159772331030.808402276689707
501415.361515363781-1.36151536378102
511616.8537398386884-0.853739838688409
521413.7316892738080.268310726191954
531214.6138653598005-2.61386535980045
541615.59068990343190.409310096568121
55910.7137318072366-1.7137318072366
561411.83260460506342.16739539493663
571615.69372369001340.306276309986645
581615.23035557126270.769644428737286
591514.82300455854460.17699544145538
601613.79322244935052.20677755064948
611210.83672794920741.1632720507926
621615.43786401774420.562135982255831
631616.2989869704333-0.2989869704333
641414.4388877335844-0.438887733584355
651615.15004427002750.849955729972461
661715.74385384140771.25614615859234
671816.09034650151841.90965349848158
681814.07649049189673.92350950810328
691215.8084608807317-3.80846088073166
701615.47284798326780.527152016732213
711013.0122458267498-3.01224582674976
721414.7156655383903-0.7156655383903
731816.83798954427311.16201045572691
741817.19282818589550.807171814104507
751615.00946868929770.990531310702269
761713.09025249257753.90974750742254
771616.4072325443378-0.407232544337833
781614.21228172267391.78771827732615
791314.9614853283133-1.9614853283133
801615.08313851077660.916861489223406
811615.53609896948560.463901030514354
821615.64322947701630.356770522983708
831515.6201822872087-0.620182287208743
841514.68614370756470.313856292435276
851613.88276262753512.11723737246488
861413.95178861200210.0482113879978756
871615.23309418629930.766905813700725
881614.6813029945341.31869700546596
891514.10333817370510.896661826294862
901213.6433035668958-1.64330356689577
911716.83212464144880.167875358551165
921615.72948523077620.2705147692238
931514.90579233527870.0942076647212599
941314.8364568188003-1.83645681880029
951614.69803280606341.3019671939366
961615.69607804669080.303921953309245
971613.48328467925572.51671532074433
981615.83004170145760.169958298542448
991414.2661258632027-0.26612586320274
1001617.1940865071683-1.19408650716827
1011614.50590112878861.49409887121141
1022017.57909928367592.42090071632414
1031514.02264601404090.977353985959138
1041614.83837625185191.16162374814812
1051314.7124447739459-1.71244477394589
1061715.76043731524731.23956268475275
1071615.77206452484710.227935475152911
1081614.23260426438521.76739573561482
1091212.0024802659182-0.0024802659181661
1101615.17183854996160.828161450038385
1111615.93848803340390.0615119665961118
1121714.86253282826022.13746717173979
1131314.5286402413612-1.52864024136123
1141214.614568460888-2.614568460888
1151816.27645244436051.72354755563947
1161415.9504759627416-1.95047596274164
1171412.99246219519511.0075378048049
1181314.7858242392293-1.78582423922932
1191615.51445795588390.485542044116056
1201314.3730308681848-1.37303086818476
1211615.40726953321840.592730466781632
1221315.9001483950515-2.90014839505154
1231617.0738036864139-1.07380368641385
1241515.9985652529538-0.998565252953809
1251616.9217558949015-0.921755894901496
1261514.75014717881310.249852821186913
1271715.76721026047391.23278973952609
1281514.00423199516910.995768004830927
1291214.7455979666711-2.74559796667113
1301613.90182246601292.09817753398714
1311013.490018922728-3.49001892272798
1321613.48472934881742.51527065118258
1331214.1318955712898-2.13189557128976
1341415.6891601643807-1.68916016438072
1351515.1349525324793-0.13495253247934
1361311.87987029892291.12012970107706
1371514.54067598928640.459324010713607
1381113.3639577865016-2.3639577865016
1391212.9948717800782-0.99487178007819
1401113.2797734052425-2.27977340524254
1411612.87066703284813.12933296715189
1421513.5777970081451.42220299185501
1431717.0126296693111-0.0126296693111288
1441614.21772328463611.78227671536387
1451013.3076482519713-3.30764825197125
1461815.7108182646392.28918173536104
1471315.057515844885-2.05751584488498
1481614.91980860046531.08019139953472
1491312.63776380440320.362236195596834
1501012.8783257394112-2.87832573941121
1511516.155043271253-1.15504327125299
1521613.99236085150662.00763914849345
1531611.70404505131494.29595494868509
1541412.24996754626091.75003245373915
1551012.3106299805489-2.3106299805489
1561716.83212464144880.167875358551165
1571311.56953931916061.4304606808394
1581514.00423199516910.995768004830927
1591614.67139552040851.32860447959149
1601212.5736517546432-0.573651754643204
1611312.60060369153710.399396308462923
1621312.46655135388390.533448646116147
1631212.3881607885568-0.38816078855682
1641716.5737899268770.426210073122991
1651513.67260044568511.32739955431488
1661011.4206728334644-1.42067283346442
1671414.4691619974894-0.469161997489404
1681114.2909865799885-3.29098657998851
1691314.8482927619942-1.84829276199418
1701614.43087474594941.56912525405059
1711210.36531181629621.63468818370377
1721615.70594839385070.294051606149256
1731213.9883936528962-1.98839365289616
174911.3120335908731-2.31203359087306
1751215.2885887877223-3.2885887877223
1761514.74421311565640.255786884343578
1771212.2632972969964-0.263297296996437
1781212.6879346718068-0.687934671806849
1791414.0621066117256-0.0621066117256325
1801213.476269705029-1.47626970502905
1811615.43404807723430.565951922765744
1821111.5217489928796-0.521748992879648
1831917.16046327131091.83953672868909
1841515.5206096079202-0.520609607920211
185814.7662880903322-6.76628809033216
1861614.96809271966591.03190728033406
1871714.74767686862742.25232313137259
1881212.5418032885651-0.541803288565075
1891111.5269675255856-0.526967525585557
1901110.29932240894260.700677591057422
1911415.0449039081772-1.04490390817719
1921615.85492363747950.145076362520501
193129.657999892580332.34200010741967
1941614.300513259331.69948674067003
1951313.9159846340245-0.915984634024546
1961515.3686335282855-0.368633528285513
1971613.09834314754632.90165685245369
1981615.31296975317590.687030246824134
1991412.48745520070841.51254479929164
2001614.77057978105631.22942021894371
2011614.19538977693681.80461022306324
2021413.56526081339240.434739186607563
2031113.7622976777595-2.76229767775954
2041214.9165699771727-2.91656997717273
2051512.96966651819912.03033348180092
2061514.83696442004550.163035579954472
2071614.8470264956861.152973504314
2081615.43394871036260.566051289637426
2091113.9167631437977-2.91676314379774
2101514.30315947049950.696840529500495
2111214.507489606999-2.50748960699899
2121216.2896849694461-4.28968496944614
2131514.30917048110010.690829518899894
2141512.16749588830622.83250411169379
2151614.88328934434421.1167106556558
2161413.42078783082380.579212169176227
2171715.06266197823011.93733802176991
2181414.3279169397482-0.327916939748237
2191311.99028890163491.00971109836511
2201515.6158919610783-0.615891961078346
2211315.0224913327295-2.02249133272955
2221414.5733033465196-0.573303346519553
2231514.56644591290410.433554087095921
2241213.4585313702885-1.45853137028853
2251312.80428073990440.195719260095626
226811.9668684285413-3.96686842854126
2271414.3096831383973-0.309683138397302
2281413.27374355278650.726256447213534
2291112.3432695732266-1.34326957322662
2301213.1609985574185-1.16099855741853
2311311.47993235152811.52006764847187
2321013.4650403340904-3.46504033409045
2331611.70045382224594.29954617775414
2341816.455866370751.54413362925002
2351314.305398824479-1.30539882447903
2361113.6549207425401-2.65492074254013
237411.170028137282-7.170028137282
2381314.8152140281387-1.81521402813867
2391614.59236330543211.40763669456794
2401011.9287261285823-1.92872612858231
2411212.4071970658913-0.407197065891321
2421213.795600381651-1.79560038165096
243108.886344700787961.11365529921204
2441311.27700688023681.72299311976324
2451514.09262731602050.907372683979529
2461212.0467701780665-0.0467701780665387
2471413.15388286620630.846117133793712
2481012.8902928435778-2.89029284357777
2491210.80096582046091.19903417953907
2501211.88393362896460.116066371035426
2511112.1379198030589-1.13791980305892
2521011.8622634576053-1.86226345760534
2531211.6631437816570.336856218342988
2541613.17822476363682.82177523636317
2551213.7152063049677-1.71520630496768
2561414.264087859685-0.264087859685033
2571614.68118855727991.31881144272009
2581411.82392868149752.17607131850249
2591314.78164098406-1.78164098406003
26049.48330674262234-5.48330674262234
2611514.1743666514850.825633348514997
2621115.5502096888069-4.55020968880689
2631111.4716452522508-0.471645252250812
2641413.16729085252320.832709147476811


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
110.2344495241033230.4688990482066470.765550475896677
120.1202935178405560.2405870356811130.879706482159444
130.08155415734578130.1631083146915630.918445842654219
140.1028747764979160.2057495529958330.897125223502084
150.05875197565154840.1175039513030970.941248024348452
160.03916866759316350.07833733518632690.960831332406836
170.0630191184441720.1260382368883440.936980881555828
180.2558643279353050.5117286558706090.744135672064695
190.1942166329001490.3884332658002990.805783367099851
200.137764883334640.2755297666692810.86223511666536
210.09860626155137140.1972125231027430.901393738448629
220.09685339904276960.1937067980855390.90314660095723
230.2570543779111420.5141087558222840.742945622088858
240.3214954184239460.6429908368478930.678504581576054
250.2948695385950260.5897390771900510.705130461404974
260.2774478577119780.5548957154239550.722552142288022
270.3520988888725530.7041977777451050.647901111127447
280.3638496488593340.7276992977186680.636150351140666
290.3467855921475840.6935711842951690.653214407852416
300.3808983862722690.7617967725445380.619101613727731
310.3286758031111580.6573516062223170.671324196888842
320.2894928679699310.5789857359398630.710507132030069
330.2624907774068950.5249815548137910.737509222593105
340.2263044170330430.4526088340660860.773695582966957
350.187880541814590.375761083629180.81211945818541
360.3049298148882140.6098596297764280.695070185111786
370.3349710741512010.6699421483024020.665028925848799
380.3259636225842460.6519272451684910.674036377415754
390.3560227398554310.7120454797108620.643977260144569
400.3342094491346410.6684188982692830.665790550865359
410.2980013652937390.5960027305874790.701998634706261
420.2638357288282250.5276714576564510.736164271171775
430.2782742652114350.556548530422870.721725734788565
440.2365365213239230.4730730426478460.763463478676077
450.2144422801981570.4288845603963140.785557719801843
460.3926897177725630.7853794355451270.607310282227437
470.5455190334856560.9089619330286870.454480966514344
480.4965487764023340.9930975528046680.503451223597666
490.483216160724750.96643232144950.51678383927525
500.4683902306446540.9367804612893080.531609769355346
510.4236717203499130.8473434406998250.576328279650087
520.3781691975725320.7563383951450640.621830802427468
530.3866036095760940.7732072191521880.613396390423906
540.3697095512826040.7394191025652080.630290448717396
550.3609375571723210.7218751143446420.639062442827679
560.3393852385237350.678770477047470.660614761476265
570.2997777542626510.5995555085253020.700222245737349
580.2711577202394340.5423154404788680.728842279760566
590.2366942697965370.4733885395930740.763305730203463
600.2424586147505540.4849172295011070.757541385249446
610.2186501591049540.4373003182099080.781349840895046
620.1917356708049250.383471341609850.808264329195075
630.1637320578437610.3274641156875220.836267942156239
640.1379788888949110.2759577777898220.862021111105089
650.1190738662615420.2381477325230850.880926133738458
660.1102288514213880.2204577028427760.889771148578612
670.1059861502412970.2119723004825940.894013849758703
680.223058679356040.446117358712080.77694132064396
690.3130388526634780.6260777053269560.686961147336522
700.2821425098269240.5642850196538480.717857490173076
710.3979023773212270.7958047546424530.602097622678773
720.3598978352378180.7197956704756360.640102164762182
730.3515646464888880.7031292929777750.648435353511112
740.3361970271152260.6723940542304510.663802972884775
750.3040241548740880.6080483097481750.695975845125912
760.369544725558950.7390894511178990.63045527444105
770.3338177811756470.6676355623512940.666182218824353
780.3129770526536390.6259541053072780.687022947346361
790.3260565689197160.6521131378394330.673943431080284
800.2984783473115490.5969566946230990.701521652688451
810.2703419068908390.5406838137816790.729658093109161
820.2394460425874980.4788920851749960.760553957412502
830.2151396628227070.4302793256454140.784860337177293
840.1879137227384080.3758274454768150.812086277261592
850.1846071916740780.3692143833481560.815392808325922
860.1595725120415980.3191450240831960.840427487958402
870.1403225373613220.2806450747226450.859677462638678
880.1307388017647960.2614776035295910.869261198235204
890.1129764378758930.2259528757517860.887023562124107
900.1102031142192710.2204062284385420.889796885780729
910.09429193694486590.1885838738897320.905708063055134
920.08142409060866170.1628481812173230.918575909391338
930.06916220468658760.1383244093731750.930837795313412
940.07105056196411460.1421011239282290.928949438035885
950.06420477509780920.1284095501956180.935795224902191
960.05379758650354130.1075951730070830.946202413496459
970.05943151463996930.1188630292799390.940568485360031
980.04922705113043850.0984541022608770.950772948869562
990.04036379712394110.08072759424788230.959636202876059
1000.03531497706865580.07062995413731160.964685022931344
1010.03133001394681790.06266002789363580.968669986053182
1020.03688207108464640.07376414216929280.963117928915354
1030.03165139025063740.06330278050127480.968348609749363
1040.02858591411915050.05717182823830090.97141408588085
1050.03381713581376670.06763427162753340.966182864186233
1060.02971708786873120.05943417573746240.970282912131269
1070.02413307862849560.04826615725699110.975866921371504
1080.02400791135008510.04801582270017020.975992088649915
1090.01945150490639090.03890300981278170.980548495093609
1100.01591366614214850.03182733228429690.984086333857851
1110.01261465227192230.02522930454384470.987385347728078
1120.01303812775868250.02607625551736510.986961872241317
1130.01164521464788010.02329042929576020.98835478535212
1140.01672065608724870.03344131217449730.983279343912751
1150.01597102344518570.03194204689037130.984028976554814
1160.0152811978016850.030562395603370.984718802198315
1170.01263902994539410.02527805989078830.987360970054606
1180.01262195624937510.02524391249875020.987378043750625
1190.01026120162714510.02052240325429030.989738798372855
1200.009038025678921090.01807605135784220.990961974321079
1210.007353567803015730.01470713560603150.992646432196984
1220.01131955121710580.02263910243421170.988680448782894
1230.009538495994803650.01907699198960730.990461504005196
1240.008473116391724750.01694623278344950.991526883608275
1250.006935559729241880.01387111945848380.993064440270758
1260.005650421037164460.01130084207432890.994349578962835
1270.00508716401279390.01017432802558780.994912835987206
1280.004098793520274620.008197587040549240.995901206479725
1290.006048869827586880.01209773965517380.993951130172413
1300.006553238028811910.01310647605762380.993446761971188
1310.01354029438996480.02708058877992970.986459705610035
1320.01629872750422860.03259745500845720.983701272495771
1330.01758236498167170.03516472996334340.982417635018328
1340.01698334499195070.03396668998390140.983016655008049
1350.0138803744734780.0277607489469560.986119625526522
1360.01171233869970170.02342467739940330.988287661300298
1370.00937464333820910.01874928667641820.990625356661791
1380.01141690215884620.02283380431769240.988583097841154
1390.009937139879518260.01987427975903650.990062860120482
1400.01129281549976360.02258563099952720.988707184500236
1410.01751656482001360.03503312964002710.982483435179986
1420.01592895790096320.03185791580192640.984071042099037
1430.01268316359323410.02536632718646820.987316836406766
1440.01344583330598330.02689166661196660.986554166694017
1450.02564031348952370.05128062697904730.974359686510476
1460.03141841095330010.06283682190660010.9685815890467
1470.03297957803633510.06595915607267020.967020421963665
1480.02977342271015450.05954684542030910.970226577289845
1490.02481272874093870.04962545748187750.975187271259061
1500.03443623206436750.06887246412873510.965563767935632
1510.02971241893936210.05942483787872420.970287581060638
1520.03128065816490130.06256131632980260.968719341835099
1530.06388043297827720.1277608659565540.936119567021723
1540.06276143572712580.1255228714542520.937238564272874
1550.07217477719129810.1443495543825960.927825222808702
1560.06174785743390260.1234957148678050.938252142566097
1570.05516287941602720.1103257588320540.944837120583973
1580.04827041228233410.09654082456466830.951729587717666
1590.04722610868202220.09445221736404450.952773891317978
1600.04049302819331040.08098605638662090.95950697180669
1610.03341243056971730.06682486113943450.966587569430283
1620.02746679527600250.05493359055200510.972533204723998
1630.02287565330103760.04575130660207520.977124346698962
1640.01929641328181750.03859282656363490.980703586718183
1650.01693535633760470.03387071267520940.983064643662395
1660.01718430506346220.03436861012692430.982815694936538
1670.01380762438724070.02761524877448140.986192375612759
1680.02037358612615640.04074717225231280.979626413873844
1690.02019288594577440.04038577189154880.979807114054226
1700.01885801717267590.03771603434535170.981141982827324
1710.01813496534063030.03626993068126060.98186503465937
1720.01469419658669620.02938839317339240.985305803413304
1730.01474229074869420.02948458149738840.985257709251306
1740.01642261616407160.03284523232814310.983577383835928
1750.02194945967986790.04389891935973590.978050540320132
1760.01765315232126220.03530630464252440.982346847678738
1770.01438269225106910.02876538450213820.985617307748931
1780.0117427428384760.02348548567695210.988257257161524
1790.009192159794017650.01838431958803530.990807840205982
1800.008005361728639290.01601072345727860.991994638271361
1810.006603604186685780.01320720837337160.993396395813314
1820.005345217149551930.01069043429910390.994654782850448
1830.005609366225755050.01121873245151010.994390633774245
1840.004436472950334990.008872945900669970.995563527049665
1850.0940865399009820.1881730798019640.905913460099018
1860.08168458117219110.1633691623443820.918315418827809
1870.09284398026744250.1856879605348850.907156019732557
1880.08021271356467330.1604254271293470.919787286435327
1890.06795963394561670.1359192678912330.932040366054383
1900.05635614350327380.1127122870065480.943643856496726
1910.04971116188416230.09942232376832470.950288838115838
1920.04196119331522220.08392238663044450.958038806684778
1930.04871552798395550.0974310559679110.951284472016044
1940.05228906663103810.1045781332620760.947710933368962
1950.04438117382695730.08876234765391450.955618826173043
1960.0370263282172370.07405265643447390.962973671782763
1970.04831570611723950.09663141223447890.951684293882761
1980.03958629462185280.07917258924370570.960413705378147
1990.03670115629514750.0734023125902950.963298843704853
2000.03103986761341980.06207973522683970.96896013238658
2010.02922197249448330.05844394498896650.970778027505517
2020.02438057070672770.04876114141345540.975619429293272
2030.03130536910663020.06261073821326040.96869463089337
2040.03568031777393910.07136063554787830.964319682226061
2050.03890633637672130.07781267275344250.961093663623279
2060.0308791545420790.06175830908415790.969120845457921
2070.03034222282480850.0606844456496170.969657777175192
2080.02494987273114620.04989974546229240.975050127268854
2090.02786814120547050.0557362824109410.97213185879453
2100.02254174262108910.04508348524217830.977458257378911
2110.02497753329313890.04995506658627780.975022466706861
2120.03997350874230030.07994701748460070.9600264912577
2130.03158710624416730.06317421248833450.968412893755833
2140.04415894259893950.08831788519787890.955841057401061
2150.03805930928693740.07611861857387480.961940690713063
2160.02975082592105630.05950165184211260.970249174078944
2170.03219553127290540.06439106254581090.967804468727095
2180.02752949098226520.05505898196453040.972470509017735
2190.02474180700445380.04948361400890750.975258192995546
2200.01896337737057050.0379267547411410.981036622629429
2210.01689473392096760.03378946784193510.983105266079032
2220.01242064858491530.02484129716983060.987579351415085
2230.009311741862016570.01862348372403310.990688258137983
2240.00750211854397710.01500423708795420.992497881456023
2250.006547056161290890.01309411232258180.993452943838709
2260.01499519031446630.02999038062893250.985004809685534
2270.01154161843724660.02308323687449310.988458381562753
2280.008350318923407940.01670063784681590.991649681076592
2290.006096834243210920.01219366848642180.993903165756789
2300.004410362517329940.008820725034659890.99558963748267
2310.004394614579941070.008789229159882130.995605385420059
2320.008144979571466480.0162899591429330.991855020428533
2330.03775654421187850.0755130884237570.962243455788122
2340.05429422005691110.1085884401138220.945705779943089
2350.04050658575470140.08101317150940270.959493414245299
2360.03611011259517660.07222022519035320.963889887404823
2370.2465057005702010.4930114011404030.753494299429799
2380.2007821309639770.4015642619279530.799217869036023
2390.180044405468040.3600888109360790.81995559453196
2400.1421285353331370.2842570706662740.857871464666863
2410.1137073431033520.2274146862067040.886292656896648
2420.09453010324072960.1890602064814590.90546989675927
2430.08790231871979390.1758046374395880.912097681280206
2440.1535504342222450.3071008684444910.846449565777755
2450.1376303397172550.275260679434510.862369660282745
2460.1101093305386860.2202186610773710.889890669461314
2470.07777060082222360.1555412016444470.922229399177776
2480.06669484702562430.1333896940512490.933305152974376
2490.06248882703230030.1249776540646010.9375111729677
2500.0773809930539610.1547619861079220.922619006946039
2510.04605497640822620.09210995281645230.953945023591774
2520.1122856641622770.2245713283245540.887714335837723
2530.2349985110953930.4699970221907850.765001488904607


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level40.0164609053497942NOK
5% type I error level790.325102880658436NOK
10% type I error level1280.526748971193416NOK