Multiple Linear Regression - Estimated Regression Equation
PersonalStandards[t] = + 21.4357024204095 -1.45276649903959Month[t] + 0.316958593741161ConcernOverMistakes[t] -0.333187590337108DoubtsAboutActions[t] + 0.191039573493092ParentalExpectations[t] + 0.0627374930000941ParentalCriticism[t] + 0.402168449432824Organization[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)21.435702420409514.5448371.47380.1426120.071306
Month-1.452766499039591.43617-1.01160.3133580.156679
ConcernOverMistakes0.3169585937411610.0546365.801200
DoubtsAboutActions-0.3331875903371080.107323-3.10450.0022740.001137
ParentalExpectations0.1910395734930920.1019661.87360.0629110.031455
ParentalCriticism0.06273749300009410.1307550.47980.6320530.316026
Organization0.4021684494328240.0717285.606900


Multiple Linear Regression - Regression Statistics
Multiple R0.607615158935307
R-squared0.369196181367979
Adjusted R-squared0.344296030632504
F-TEST (value)14.8270661206077
F-TEST (DF numerator)6
F-TEST (DF denominator)152
p-value2.65010235978025e-13
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation3.39721020256090
Sum Squared Residuals1754.23764837835


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
12424.6138488238001-0.613848823800054
22523.70875657428131.29124342571867
33025.55375840983424.44624159016584
41921.7299775482354-2.72997754823537
52221.89887075183880.101129248161214
62224.4947878920103-2.49478789201030
72522.32192991771072.67807008228931
82319.55139660567833.44860339432171
91718.8616338924006-1.86163389240061
102121.6081581721366-0.608158172136559
111922.9460931429700-3.94609314297004
121923.3415843538843-4.34158435388433
131523.1091004893105-8.10910048931047
141617.0598634537332-1.05986345373318
152319.44839398236973.55160601763033
162723.75605035207493.24394964792511
172220.89284217263911.10715782736088
181416.4262722590528-2.42627225905275
192223.9205865689109-1.92058656891091
202324.0502817323101-1.05028173231011
212321.57971578948241.42028421051756
222124.5258219063525-3.52582190635246
231922.5011584615378-3.50115846153778
241823.7312975871567-5.73129758715665
252023.1292390539313-3.12923905393126
262322.39614803296030.603851967039729
272523.14258233858751.85741766141248
281923.2656742643428-4.26567426434278
292423.75358312913040.246416870869606
302221.40745896094500.592541039054967
312524.94183392942060.0581660705793739
322623.59555582541382.40444417458621
332922.47532925124256.5246707487575
343224.95235011958417.04764988041592
352521.55549283505203.44450716494796
362924.27187178902884.72812821097121
372824.64609453672423.35390546327581
381717.1513659376946-0.151365937694621
392826.09172947208431.90827052791568
402922.815262859376.18473714063001
412627.5663511196490-1.56635111964903
422523.37150398214421.62849601785579
431419.4857734007385-5.48577340073851
442521.91784018842423.08215981157578
452621.57750341735234.42249658264768
462020.3217117403310-0.321711740331039
471821.5365547854093-3.53655478540926
483224.45086866457857.54913133542148
492524.81220990800890.187790091991051
502521.66583145981333.33416854018673
512320.67615004774362.32384995225638
522122.0610214166261-1.06102141662611
532023.9704248115026-3.97042481150262
541516.2273390230278-1.22733902302779
553027.00044594456182.99955405543824
562425.2747820523711-1.27478205237109
572624.20217354955211.79782645044788
582319.44839398236973.55160601763033
592221.22817099311880.771829006881173
601415.7677534776693-1.76775347766932
612422.20896876531791.79103123468213
622422.74427419500541.25572580499461
632223.0420213929707-1.04202139297071
642420.02685025430543.97314974569459
651918.41074457443350.589255425566478
663126.53287026422214.46712973577795
672226.3236311521052-4.32363115210522
682721.36251423556195.63748576443811
691917.77025802805371.22974197194631
702522.23969229937402.76030770062605
712024.6967205525091-4.69672055250909
722121.3399553474551-0.339955347455079
732727.3047176538651-0.304717653865059
742324.4807218762822-1.48072187628224
752525.4465023504673-0.446502350467311
762022.1061214466963-2.10612144669634
772119.27802353316051.72197646683950
782222.4571510668245-0.457151066824549
792323.0071803395339-0.00718033953388612
802523.82545986199081.17454013800924
812523.50289634143811.49710365856187
821723.67388151301-6.67388151301
831921.3990371014657-2.39903710146571
842523.91775947441811.0822405255819
851922.2340110089722-3.2340110089722
862023.0469428181477-3.04694281814765
872522.32192991771072.67807008228932
882320.88193121040192.11806878959806
892724.56729093613372.43270906386632
901720.7755495787316-3.7755495787316
911723.3128313618560-6.31283136185604
921919.9684697480727-0.968469748072705
931719.5972293995572-2.59722939955719
942221.83463813800140.165361861998561
952123.5189207711728-2.51892077117284
963228.62293857722793.37706142277205
972124.6961550923205-3.69615509232055
982124.4054976510909-3.40549765109090
991821.1087371690687-3.10873716906870
1001821.1758655275826-3.17586552758262
1012322.80471515317580.1952848468242
1021920.4445404817782-1.44454048177819
1031923.3415843538843-4.34158435388433
1042122.2884658145770-1.28846581457704
1052023.9251540933176-3.92515409331759
1061718.6150255237399-1.6150255237399
1071820.0850890021707-2.08508900217065
1081920.6597714936709-1.65977149367094
1092222.1686194723098-0.168619472309782
1101518.7461445369008-3.74614453690075
1111418.7358362980932-4.7358362980932
1121826.5789032103476-8.57890321034757
1132421.35150474897642.64849525102359
1143523.465377527417511.5346224725825
1152919.22984257956219.77015742043792
1162121.7631189139737-0.76311891397371
1172520.31105615451584.68894384548418
1181920.2772110491958-1.27721104919578
1192223.2496498346081-1.24964983460807
1201316.5896022137004-3.58960221370041
1212622.87070602877323.12929397122682
1221716.84672677252460.153273227475435
1232520.22236721872764.77763278127244
1242020.5737892482138-0.573789248213824
1251918.28818917911940.711810820880556
1262122.5815928414669-1.58159284146685
1272220.81030410675321.18969589324682
1282422.64186074880681.35813925119322
1292122.9769873651409-1.97698736514093
1302625.36059124699770.639408753002286
1312420.62872196681303.37127803318703
1321620.2205988808453-4.22059888084532
1332322.16914766925720.830852330742773
1341820.5340546775684-2.53405467756842
1351622.2765411580797-6.27654115807966
1362624.11339448028621.88660551971376
1371918.99412227154620.00587772845380561
1382116.89138276834694.10861723165309
1392122.1399879062222-1.13998790622216
1402218.69027685034743.30972314965263
1412319.66652086802713.33347913197293
1422924.75921857812254.24078142187747
1432119.71180153324621.28819846675377
1442119.86936130936121.13063869063880
1452322.01822028410130.981779715898743
1462722.89873825592584.10126174407416
1472525.1885762485626-0.188576248562635
1482120.83248773988400.167512260116049
1491017.0659887783828-7.06598877838282
1502022.5609237171829-2.56092371718294
1512622.4286748054243.57132519457600
1522423.66245251565030.337547484349669
1532931.4012790263770-2.40127902637696
1541918.75943855938290.240561440617139
1552422.26189367864811.73810632135187
1562220.89284217263911.10715782736088
1572423.37362982885910.626370171140913
1582221.89036223785610.109637762143861
1591923.3415843538843-4.34158435388433


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
100.1693529978890640.3387059957781280.830647002110936
110.4808702394969370.9617404789938740.519129760503063
120.4105951303182850.821190260636570.589404869681715
130.8351376755722480.3297246488555040.164862324427752
140.7592548058087510.4814903883824970.240745194191249
150.741589083809880.5168218323802410.258410916190121
160.6620660083330310.6758679833339370.337933991666969
170.6023425850956190.7953148298087630.397657414904381
180.5860691642801580.8278616714396850.413930835719842
190.5093811210731280.9812377578537440.490618878926872
200.5060884625239430.9878230749521150.493911537476057
210.5025107261092510.9949785477814970.497489273890749
220.4330517182482980.8661034364965960.566948281751702
230.3733783013216430.7467566026432860.626621698678357
240.3921100919398470.7842201838796930.607889908060153
250.3613726535909810.7227453071819620.638627346409019
260.2995969162120720.5991938324241430.700403083787928
270.2589441261652150.517888252330430.741055873834785
280.2507495347536050.501499069507210.749250465246395
290.2083629254609230.4167258509218460.791637074539077
300.1633408924243650.3266817848487310.836659107575635
310.1340808698201560.2681617396403110.865919130179844
320.1696096592964520.3392193185929050.830390340703548
330.2878873000796520.5757746001593040.712112699920348
340.5752697914283330.8494604171433350.424730208571667
350.5556048776453330.8887902447093340.444395122354667
360.6329578841888580.7340842316222840.367042115811142
370.6309265622794160.7381468754411680.369073437720584
380.5852097809680890.8295804380638220.414790219031911
390.5533067285814820.8933865428370350.446693271418518
400.6487905178969670.7024189642060650.351209482103033
410.6156105305148840.7687789389702330.384389469485116
420.5734188641384860.8531622717230280.426581135861514
430.6591788655360560.6816422689278890.340821134463945
440.6357310576756320.7285378846487360.364268942324368
450.6704680572078230.6590638855843540.329531942792177
460.6212437550923540.7575124898152920.378756244907646
470.6116224029958430.7767551940083140.388377597004157
480.7281150290782360.5437699418435290.271884970921765
490.687828453348110.6243430933037790.312171546651890
500.6773672682030070.6452654635939850.322632731796993
510.6408487109654550.7183025780690890.359151289034545
520.5977115411479550.804576917704090.402288458852045
530.6239434708997540.7521130582004930.376056529100247
540.5858938453441380.8282123093117240.414106154655862
550.6443195153834980.7113609692330040.355680484616502
560.6087682482522640.7824635034954720.391231751747736
570.5717343176906620.8565313646186760.428265682309338
580.5908446703747140.8183106592505730.409155329625286
590.5454403516159360.9091192967681290.454559648384064
600.5049255047986610.9901489904026770.495074495201339
610.4727374431339020.9454748862678040.527262556866098
620.4323436646578370.8646873293156740.567656335342163
630.3906788052227630.7813576104455270.609321194777237
640.4275507970020860.8551015940041720.572449202997914
650.3830731059788110.7661462119576220.616926894021189
660.4075982734205890.8151965468411770.592401726579411
670.462982871674260.925965743348520.53701712832574
680.5472277830665740.9055444338668520.452772216933426
690.5077185389925510.9845629220148990.492281461007449
700.4924164169969110.9848328339938210.507583583003089
710.5505719306719050.898856138656190.449428069328095
720.5041379104346410.9917241791307190.495862089565359
730.4603857896445670.9207715792891340.539614210355433
740.4241509739186670.8483019478373340.575849026081333
750.3894699100421040.7789398200842080.610530089957896
760.3617219479251220.7234438958502440.638278052074878
770.3350432397515740.6700864795031470.664956760248426
780.2941839737370750.588367947474150.705816026262925
790.2558264821042270.5116529642084530.744173517895773
800.2271075468913450.454215093782690.772892453108655
810.2003292232377440.4006584464754880.799670776762256
820.3002185142560040.6004370285120090.699781485743996
830.2794346561466810.5588693122933610.72056534385332
840.2466009579504050.493201915900810.753399042049595
850.2463814470433660.4927628940867310.753618552956634
860.2400445048772550.480089009754510.759955495122745
870.2375725049245950.475145009849190.762427495075405
880.2200271606839240.4400543213678480.779972839316076
890.2051185639969640.4102371279939280.794881436003036
900.2080931090507220.4161862181014450.791906890949278
910.2925209717556560.5850419435113120.707479028244344
920.2542738521379590.5085477042759190.74572614786204
930.2340380672345110.4680761344690220.765961932765489
940.2020235369166780.4040470738333550.797976463083322
950.1870405683804070.3740811367608140.812959431619593
960.1892709722649180.3785419445298350.810729027735082
970.193174047368750.38634809473750.80682595263125
980.1929095824077960.3858191648155930.807090417592204
990.1820854132917980.3641708265835960.817914586708202
1000.1740962087851230.3481924175702460.825903791214877
1010.1448562320058950.2897124640117910.855143767994105
1020.1210591284403950.2421182568807890.878940871559605
1030.1367988450061870.2735976900123730.863201154993813
1040.114274724131450.22854944826290.88572527586855
1050.128432766157670.256865532315340.87156723384233
1060.1068801016609640.2137602033219270.893119898339036
1070.09296525306694940.1859305061338990.90703474693305
1080.08229885747335610.1645977149467120.917701142526644
1090.06602874233879910.1320574846775980.9339712576612
1100.06482596515925680.1296519303185140.935174034840743
1110.07624016321697280.1524803264339460.923759836783027
1120.2914259751588490.5828519503176980.708574024841151
1130.2721916857832220.5443833715664450.727808314216778
1140.7553430897160330.4893138205679340.244656910283967
1150.9450305656269860.1099388687460270.0549694343730137
1160.9290277377567780.1419445244864440.070972262243222
1170.9692720037993330.06145599240133470.0307279962006674
1180.9614611343119240.07707773137615150.0385388656880757
1190.9533171534666920.09336569306661660.0466828465333083
1200.9562333580188220.08753328396235540.0437666419811777
1210.9507688339958920.0984623320082150.0492311660041075
1220.93380129228910.1323974154218000.0661987077108998
1230.9420688906002640.1158622187994720.0579311093997359
1240.9216980576941830.1566038846116350.0783019423058174
1250.9117436769331290.1765126461337430.0882563230668713
1260.8853678092504540.2292643814990920.114632190749546
1270.8812504292499460.2374991415001070.118749570750053
1280.8511756433288570.2976487133422860.148824356671143
1290.8167797814259610.3664404371480780.183220218574039
1300.7797097596800440.4405804806399130.220290240319956
1310.7652420611319220.4695158777361570.234757938868079
1320.7679035420249730.4641929159500540.232096457975027
1330.7380632889334290.5238734221331420.261936711066571
1340.6811050930174950.6377898139650090.318894906982505
1350.8356271358586930.3287457282826140.164372864141307
1360.8068229854820110.3863540290359770.193177014517989
1370.746635571453490.506728857093020.25336442854651
1380.8057949676141560.3884100647716870.194205032385843
1390.7507816288572220.4984367422855570.249218371142778
1400.6878314098662460.6243371802675070.312168590133754
1410.6321079586268730.7357840827462550.367892041373127
1420.64812255570380.70375488859240.3518774442962
1430.6315880801037920.7368238397924150.368411919896208
1440.5656160162217080.8687679675565850.434383983778292
1450.4574222630123210.9148445260246430.542577736987679
1460.4362192101257340.8724384202514690.563780789874265
1470.3911238858113190.7822477716226380.608876114188681
1480.2716471399701960.5432942799403920.728352860029804
1490.7597718542400230.4804562915199530.240228145759977


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 level50.0357142857142857OK