Multiple Linear Regression - Estimated Regression Equation
ParentalExpectations[t] = + 6.16887701869768 + 0.0910412769387536ConcernoverMistakes[t] -0.124974617942723Doubtsaboutactions[t] + 0.665424927458418ParentalCriticism[t] + 0.11660939935939PersonalStandards[t] -0.0883713236862746Organization[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)6.168877018697681.7713413.48260.0006480.000324
ConcernoverMistakes0.09104127693875360.0481051.89250.0603070.030154
Doubtsaboutactions-0.1249746179427230.087221-1.43290.1539410.07697
ParentalCriticism0.6654249274584180.0863057.710200
PersonalStandards0.116609399359390.0632171.84460.0670320.033516
Organization-0.08837132368627460.06186-1.42860.1551640.077582


Multiple Linear Regression - Regression Statistics
Multiple R0.638267527023895
R-squared0.407385436053198
Adjusted R-squared0.388018947035329
F-TEST (value)21.0355855249398
F-TEST (DF numerator)5
F-TEST (DF denominator)153
p-value5.55111512312578e-16
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation2.69537380350115
Sum Squared Residuals1111.55111091184


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
11115.0902933123129-4.0902933123129
2713.2762821036644-6.27628210366435
31713.57912932729233.42087067270766
41011.814362150994-1.81436215099401
51213.6829990430466-1.68299904304659
61211.03640416150410.963595838495945
71110.10760797970710.892392020292914
81114.3967092422446-3.39670924224459
91210.50419127673221.4958087232678
101311.23934671588581.76065328411421
111414.7179223038925-0.717922303892455
121614.67956394760731.32043605239274
131113.7222505886242-2.72225058862422
141012.171504542406-2.17150454240604
151112.2210218592443-1.22102185924431
161510.09723029951334.90276970048665
17913.7427769322339-4.74277693223386
181112.4301743557007-1.43017435570071
191712.09237512357594.90762487642411
201715.4757758661841.524224133816
211113.5674149618832-2.56741496188315
221815.2657316623962.73426833760396
231415.9662771203031-1.96627712030308
241012.631340115953-2.63134011595297
251111.7051308268035-0.705130826803506
261513.17566927009711.8243307299029
271511.65180377625293.34819622374708
281313.0394634394106-0.0394634394105843
291613.80192303683262.19807696316744
301311.11722307104481.88277692895524
31911.4491376476338-2.44913764763384
321818.0030465092912-0.00304650929119659
331812.27934281409685.72065718590321
341213.6253041781773-1.62530417817728
351713.64006869887073.35993130112926
36912.1591717239839-3.15917172398392
37913.111961986022-4.11196198602199
38128.718135037121593.28186496287841
391816.8884956558911.11150434410898
401212.9523201557008-0.952320155700772
411814.09438334606353.9056166539365
421413.9185324361920.0814675638080462
431512.01149233220022.98850766779985
441610.80162634166455.19837365833549
451013.0626597362727-3.0626597362727
461111.4811050721646-0.481105072164593
471412.87236460085721.12763539914275
48913.0267330822588-4.02673308225883
491213.7654218293621-1.76542182936209
501712.23059341587284.76940658412719
5159.75916045865077-4.75916045865077
521212.3341334798547-0.334133479854686
531211.9211467216850.078853278315018
5469.41738287861176-3.41738287861176
552422.75758988566561.24241011433443
561212.4705368032406-0.470536803240622
571212.8912569954051-0.891256995405105
581411.56378781139252.43621218860746
5979.13925944888823-2.13925944888823
601311.11082545841781.8891745415822
611213.1699740047662-1.16997400476625
621311.50126103588961.49873896411044
631411.38116887883992.61883112116007
64812.8494881336204-4.84948813362038
65119.339706388994181.66029361100583
66911.7252295593965-2.72522955939653
671113.7592540973606-2.7592540973606
681313.3899451240086-0.389945124008605
69109.362423538313120.637576461686878
701112.644333071598-1.64433307159803
711212.7642291877397-0.764229187739685
72911.8481211530213-2.8481211530213
731514.61496747936190.38503252063806
741814.90360472330493.09639527669505
751512.10968011419922.89031988580083
761212.8128698183052-0.812869818305165
77139.834832826844193.16516717315581
781413.01436778366060.985632216339413
791011.8416130832527-1.84161308325268
801312.30692740325010.693072596749949
811313.6966402561304-0.696640256130414
821112.0658770888727-1.06587708887274
831312.17585730549650.824142694503452
841614.43847810402931.56152189597069
8589.66985922268198-1.66985922268198
861611.57527374796774.42472625203231
871111.0690549071499-0.0690549071499214
88911.2274987396122-2.22749873961222
891617.7385710036935-1.73857100369345
901211.43345158501360.566548414986438
911411.97115300821352.02884699178646
92810.5416330824799-2.54163308247993
9399.52776063396519-0.527760633965194
941511.71256880885463.28743119114537
951113.4909106406515-2.49091064065145
962117.16035591753023.83964408246983
971413.21990135823160.780098641768432
981815.76250273530262.23749726469742
991211.67503560231570.324964397684325
1001312.66535239002020.33464760997982
1011514.49354787130020.506452128699829
1021211.01200420234710.987995797652922
1031914.43742707877984.56257292122016
1041513.96670060008681.03329939991321
1051112.9368506119609-1.93685061196091
1061110.6791788620760.320821137923996
1071012.335578068881-2.335578068881
1081314.7733541108617-1.77335411086173
1091514.72454748150580.275452518494183
110129.852826833187972.14717316681203
1111210.96406760856091.03593239143914
1121615.68139237894040.318607621059554
113915.4318202038122-6.43182020381219
1141817.4687772935220.531222706477954
115814.9072071421707-6.90720714217072
1161310.28075076154462.71924923845535
1171714.15024944492192.84975055507808
118910.9875403311856-1.98754033118563
1191513.12858365553021.87141634446984
12089.64377645368698-1.64377645368698
121711.1837282246314-4.18372822463136
1221211.29512720080840.704872799191556
1231414.9779944961403-0.977994496140275
124610.6501536890186-4.65015368901865
125810.06343890956-2.06343890956002
1261712.3546381215334.64536187846698
127109.640893956506870.359106043493133
1281112.4393523485524-1.43935234855237
1291412.69784114199781.30215885800217
1301113.5695552173331-2.56955521733305
1311315.3246802742953-2.32468027429533
1321211.83411790023910.165882099760948
1331110.30329357188690.69670642811309
13499.35386895969433-0.353868959694334
1351211.98760701961750.0123929803824522
1362014.65320472268025.34679527731984
1371210.62365164919331.37634835080672
1381313.596719114034-0.596719114033957
1391213.0334917483171-1.03349174831707
1401216.4374760656668-4.43747606566676
141914.5841126764461-5.58411267644606
1421515.4921726464561-0.492172646456069
1432421.47780571288252.52219428711755
14479.86113482063936-2.86113482063936
1451714.51359506736662.48640493263336
1461111.8295717418214-0.829571741821423
1471715.09138922338581.90861077661416
1481112.2042764010189-1.20427640101887
1491212.5068570210313-0.506857021031325
1501414.390998955855-0.390998955854967
1511114.1913798412456-3.19137984124556
1521612.71955212172133.28044787827867
1532113.73060343172967.26939656827036
1541412.19468581820941.80531418179062
1552016.29670492796213.70329507203789
1561310.94413752033912.05586247966086
1571112.9695013576068-1.96950135760678
1581513.82260201748761.17739798251241
1591917.85329487143431.14670512856569


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
90.5581471178983810.8837057642032370.441852882101619
100.4176223819275730.8352447638551460.582377618072427
110.615513367973810.768973264052380.38448663202619
120.7923856346093060.4152287307813890.207614365390694
130.803498339255660.393003321488680.19650166074434
140.743119346740850.5137613065182990.25688065325915
150.6613252658852450.677349468229510.338674734114755
160.6235050260728720.7529899478542570.376494973927128
170.6692033218133340.6615933563733320.330796678186666
180.5895478708673680.8209042582652640.410452129132632
190.6969339357995870.6061321284008260.303066064200413
200.7816884057803880.4366231884392250.218311594219612
210.739238624604440.5215227507911190.26076137539556
220.7988613407850290.4022773184299410.201138659214971
230.7540373439285040.4919253121429920.245962656071496
240.7803268067357070.4393463865285870.219673193264293
250.7312663267206980.5374673465586030.268733673279302
260.7078011610683370.5843976778633260.292198838931663
270.6888593794940230.6222812410119530.311140620505977
280.6285093538923620.7429812922152770.371490646107638
290.6007103981804020.7985792036391970.399289601819598
300.5492493657657750.9015012684684490.450750634234225
310.6290924349644970.7418151300710060.370907565035503
320.615865464746040.7682690705079190.38413453525396
330.681275673295820.637448653408360.31872432670418
340.7262608300304340.5474783399391310.273739169969566
350.7401198721668760.5197602556662480.259880127833124
360.7775055174800910.4449889650398180.222494482519909
370.8304965746308190.3390068507383610.169503425369181
380.8272742585872680.3454514828254630.172725741412732
390.8151570057223230.3696859885553530.184842994277677
400.7863290135645210.4273419728709590.213670986435479
410.8424379812178260.3151240375643490.157562018782174
420.8079055335837130.3841889328325740.192094466416287
430.8203358460147590.3593283079704830.179664153985241
440.8720794533449140.2558410933101710.127920546655086
450.8862167978328330.2275664043343340.113783202167167
460.8626566936755150.274686612648970.137343306324485
470.8396132533105130.3207734933789750.160386746689487
480.8669832423605750.266033515278850.133016757639425
490.8466502959590980.3066994080818040.153349704040902
500.8954406232394290.2091187535211410.104559376760571
510.9363844114129250.1272311771741510.0636155885870754
520.9203981984319240.1592036031361520.0796018015680761
530.9004019686949350.199196062610130.0995980313050651
540.9208374069455030.1583251861089950.0791625930544975
550.9060081300930830.1879837398138340.093991869906917
560.8844949839615590.2310100320768820.115505016038441
570.8628591473554580.2742817052890850.137140852644542
580.8552978921352440.2894042157295120.144702107864756
590.8525686470229410.2948627059541180.147431352977059
600.8347805031455840.3304389937088320.165219496854416
610.8127191047439930.3745617905120140.187280895256007
620.7901604858767190.4196790282465610.209839514123281
630.7862877229003890.4274245541992220.213712277099611
640.8618296459686630.2763407080626740.138170354031337
650.8457573026515460.3084853946969080.154242697348454
660.8420311355307180.3159377289385630.157968864469282
670.8417061245389910.3165877509220190.158293875461009
680.8144096335780830.3711807328438330.185590366421917
690.7896277960663120.4207444078673770.210372203933688
700.767400803556090.4651983928878210.23259919644391
710.739420006055760.5211599878884790.26057999394424
720.7421771381084450.5156457237831090.257822861891555
730.7097707865575270.5804584268849460.290229213442473
740.7281455466929550.543708906614090.271854453307045
750.7357158881842990.5285682236314030.264284111815701
760.700497195062970.599005609874060.29950280493703
770.7311506579475270.5376986841049470.268849342052473
780.6976995716739960.6046008566520070.302300428326004
790.672804031872050.65439193625590.32719596812795
800.6339852672169930.7320294655660130.366014732783007
810.5912018250243370.8175963499513260.408798174975663
820.5554180112876050.8891639774247890.444581988712395
830.5140592735917940.9718814528164110.485940726408206
840.4826892679748380.9653785359496750.517310732025162
850.4538429369413550.9076858738827110.546157063058645
860.5367236301989140.9265527396021720.463276369801086
870.490720896113040.981441792226080.50927910388696
880.4690317939804740.9380635879609490.530968206019526
890.4467662603421720.8935325206843450.553233739657828
900.4025001964243040.8050003928486070.597499803575696
910.3840327480685170.7680654961370330.615967251931483
920.3754161115664660.7508322231329320.624583888433534
930.3324113454573410.6648226909146820.667588654542659
940.3528485874239110.7056971748478230.647151412576089
950.3491333329137210.6982666658274410.650866667086279
960.3831885452147080.7663770904294160.616811454785292
970.3447328462183590.6894656924367170.655267153781641
980.3232778804218020.6465557608436040.676722119578198
990.2815594739651380.5631189479302760.718440526034862
1000.2424519311738330.4849038623476650.757548068826168
1010.206834051015140.413668102030280.79316594898486
1020.1795647555890870.3591295111781750.820435244410913
1030.239907732942750.4798154658855010.76009226705725
1040.2091692250695690.4183384501391370.790830774930432
1050.1999080516510710.3998161033021410.800091948348929
1060.1676150114000690.3352300228001370.832384988599931
1070.1601046850519050.320209370103810.839895314948095
1080.1465836975283130.2931673950566260.853416302471687
1090.1196715331626360.2393430663252720.880328466837364
1100.1117409170863310.2234818341726620.888259082913669
1110.09381494408625410.1876298881725080.906185055913746
1120.08206789210684270.1641357842136850.917932107893157
1130.2222175395925510.4444350791851030.777782460407449
1140.1922811164624680.3845622329249360.807718883537532
1150.4034142809617980.8068285619235950.596585719038202
1160.4019705463769880.8039410927539760.598029453623012
1170.4287901565080280.8575803130160560.571209843491972
1180.3899990751857910.7799981503715810.610000924814209
1190.3536689006059380.7073378012118760.646331099394062
1200.3125419931893610.6250839863787220.687458006810639
1210.3635507810305530.7271015620611070.636449218969447
1220.3386833476355450.677366695271090.661316652364455
1230.2910493319081940.5820986638163870.708950668091806
1240.4072656006978370.8145312013956740.592734399302163
1250.3651729999244230.7303459998488460.634827000075577
1260.4516890549088430.9033781098176870.548310945091157
1270.3960138899124530.7920277798249060.603986110087547
1280.3691453453963040.7382906907926080.630854654603696
1290.3147978309705830.6295956619411660.685202169029417
1300.3653007481637740.7306014963275480.634699251836226
1310.3507259327869630.7014518655739260.649274067213037
1320.2918166545305540.5836333090611080.708183345469446
1330.238339507669760.476679015339520.76166049233024
1340.1894153795253510.3788307590507010.81058462047465
1350.1523600459186780.3047200918373560.847639954081322
1360.2423718239173160.4847436478346320.757628176082684
1370.2303411887183840.4606823774367690.769658811281616
1380.2041528739041720.4083057478083430.795847126095828
1390.184590200825020.369180401650040.81540979917498
1400.2263827296307680.4527654592615360.773617270369232
1410.4303350846003320.8606701692006640.569664915399668
1420.4183420156665560.8366840313331130.581657984333444
1430.3391105212426470.6782210424852940.660889478757353
1440.3144321448091260.6288642896182520.685567855190874
1450.2813344650239080.5626689300478160.718665534976092
1460.2714190593980610.5428381187961230.728580940601939
1470.1951632767171070.3903265534342150.804836723282893
1480.1426781546923990.2853563093847990.857321845307601
1490.08214864036797910.1642972807359580.917851359632021
1500.04394661974549270.08789323949098540.956053380254507


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level00OK
5% type I error level00OK
10% type I error level10.00704225352112676OK