Multiple Linear Regression - Estimated Regression Equation
ParentalExpectations[t] = + 7.56408311336285 -4.02282154930859Gender[t] -0.0497128514879975ConcernoverMistakes[t] + 0.0139238377293544`C*G`[t] -0.0584300461850058Doubtsaboutactions[t] + 0.0411688955628657`D*G`[t] + 0.554368493058405`PE*G`[t] + 0.762594333796532ParentalCriticism[t] -0.413361375350402`PC*G`[t] + 0.229602388869078PersonalStandards[t] -0.11794509827969`PS*G`[t] -0.205802809085591Organization[t] + 0.101854058940112`O*G`[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)7.564083113362851.5634694.8383e-062e-06
Gender-4.022821549308590.950195-4.23374e-052e-05
ConcernoverMistakes-0.04971285148799750.04408-1.12780.2612550.130628
`C*G`0.01392383772935440.0270930.51390.6080830.304042
Doubtsaboutactions-0.05843004618500580.075433-0.77460.4398330.219917
`D*G`0.04116889556286570.0473290.86990.3858080.192904
`PE*G`0.5543684930584050.01288243.034200
ParentalCriticism0.7625943337965320.0785689.706100
`PC*G`-0.4133613753504020.047198-8.757900
PersonalStandards0.2296023888690780.0578573.96840.0001135.7e-05
`PS*G`-0.117945098279690.034576-3.41110.0008370.000418
Organization-0.2058028090855910.054165-3.79950.0002120.000106
`O*G`0.1018540589401120.0332743.06110.0026260.001313


Multiple Linear Regression - Regression Statistics
Multiple R0.979951191393236
R-squared0.960304337513023
Adjusted R-squared0.957041680322313
F-TEST (value)294.331975865330
F-TEST (DF numerator)12
F-TEST (DF denominator)146
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation0.714124047186037
Sum Squared Residuals74.4560805963274


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
11110.54958070773970.450419292260260
279.5317176936113-2.5317176936113
31715.79840944003111.20159055996895
41010.7581413749384-0.758141374938443
51213.0359227943400-1.03592279434002
61211.33502510226600.664974897734024
71111.0502446508432-0.0502446508432135
81110.73366856177330.266331438226719
91211.32923496908730.67076503091273
101312.14048114093610.859518859063858
111414.0723922113957-0.0723922113957462
121616.0907124941696-0.0907124941696067
131110.62122528196740.378774718032598
14109.854077020315750.145922979684245
151111.9877159723979-0.987715972397948
161515.4978078449037-0.49780784490372
17911.1442403731213-2.14424037312126
181112.0740713104147-1.07407131041468
191717.4834239412261-0.483423941226097
201717.1319307640624-0.131930764062352
211111.9423849133973-0.942384913397281
221818.2354633273534-0.235463327353353
231413.79963254704850.200367452951524
241010.1467046042424-0.146704604242418
251110.86465886903160.135341130968438
261515.2188660316108-0.218866031610784
271515.3351227077666-0.335122707766567
281312.94112515493270.0588748450673461
291614.90049914151381.09950085848621
301313.2042023778971-0.204202377897087
3198.608674375862440.391325624137565
321818.0717900238226-0.0717900238226058
331815.51265614124162.48734385875843
341211.76544036238720.23455963761279
351715.95336749424581.04663250575424
3699.73994282533566-0.739942825335656
37910.0945972746802-1.09459727468024
381210.80971412098821.19028587901178
391817.19783932601920.80216067398083
401211.88412414763180.115875852368246
411818.3087161840174-0.308716184017430
421413.90341944598640.096580554013632
431515.3583326939882-0.358332693988225
441616.5756783300809-0.575678330080885
451011.5026866827912-1.50268668279115
461111.3236366995712-0.323636699571206
471414.1334254325684-0.133425432568411
48910.2815454848804-1.28154548488042
491212.1776652544908-0.177665254490788
501714.95386174169092.04613825830906
5154.424748454196960.575251545803043
521211.94953649842740.0504635015726222
531211.92762293417840.0723770658216422
5465.689445622511210.310554377488794
552424.1940683193530-0.194068319352962
561211.49789905243800.502100947561969
571212.1240506408088-0.124050640808757
581414.2785506948979-0.278550694897936
5976.731074229242930.268925770757075
601313.3499528417808-0.349952841780756
611212.6540727377824-0.654072737782425
621313.1259791121347-0.125979112134686
631412.62913607718681.37086392281317
6487.527227693747860.472772306252141
651110.58564540397190.414354596028115
6699.39190224187301-0.391902241873014
671111.1473204132457-0.147320413245734
681313.5383971172275-0.538397117227497
691010.1566179309609-0.156617930960873
701110.81763872816690.182361271833136
711211.78158260019910.218417399800924
7298.66768347215730.332316527842702
731514.90732069896950.0926793010304781
741818.3020217735624-0.302021773562364
751515.2018369603855-0.201836960385467
761212.0420103843867-0.0420103843866668
771313.4133002319974-0.413300231997438
781413.44850438596490.551495614035051
79109.75887151357920.241128486420798
801312.99473219959080.00526780040917663
811312.90879419091550.0912058090844854
821110.88091594011450.119084059885525
831313.0811661890698-0.081166189069839
841615.34627981854330.653720181456747
8587.723478190994640.276521809005361
861616.4371206292828-0.43712062928278
871110.96005794142470.0399420585752663
88910.0995542833964-1.09955428339636
891616.8190670212398-0.819067021239801
901212.0471427886204-0.0471427886204004
911414.1367790178915-0.136779017891527
9287.734711431620690.265288568379308
9399.0215986035023-0.0215986035023019
941515.3425422885411-0.342542288541094
951110.68439342885660.315606571143370
962121.3379608954175-0.337960895417492
971413.98389428875570.0161057112443153
981816.61029293269271.38970706730728
991211.62988005041850.370119949581526
1001312.61675081031590.383249189684101
1011515.0557809459990-0.0557809459990443
1021211.56998273884060.430017261159416
1031919.5617535527112-0.56175355271117
1041515.1277722604393-0.127772260439273
1051111.2854732045681-0.285473204568122
1061110.58804101508870.411958984911257
107109.740213931577920.259786068422081
1081312.83025343078880.169746569211176
1091514.83550669007320.164493309926800
1101212.2632081527268-0.263208152726758
1111212.1535711603963-0.153571160396323
1121615.90427469311480.0957253068851773
11398.33095235808610.669047641913901
1141818.1353349731023-0.135334973102288
11587.399058882371690.600941117628312
1161311.63353643981441.36646356018559
1171717.3954286994524-0.395428699452431
11898.838024303513370.161975696486628
1191515.1718137246818-0.171813724681842
12087.848531424181560.151468575818437
12176.442414132978910.557585867021086
1221212.1823892781054-0.182389278105418
1231414.9313746103498-0.931374610349844
12467.92237291987548-1.92237291987548
12588.91839571134878-0.918395711348782
1261717.4994012580397-0.499401258039671
1271010.0239761692677-0.0239761692676851
1281111.5046331936122-0.504633193612202
1291414.1226004162867-0.122600416286716
1301110.59882686691800.401173133082016
1311312.81994774375700.180052256243035
1321211.86316546896180.136834531038244
1331110.48716637020460.512833629795364
13498.835806387511980.16419361248802
1351211.94138244493710.0586175550628829
1362017.58226874599472.41773125400534
1371211.46299754397730.537002456022705
1381314.0332818951934-1.03328189519336
1391211.88336551261170.116634487388332
1401211.64962910270980.350370897290232
14198.424725032197910.575274967802092
1421515.0195032480584-0.0195032480583685
1432424.0354877283835-0.0354877283835392
14478.00755235831579-1.00755235831579
1451716.11236942229060.887630577709371
1461110.85816677824020.141833221759800
1471717.1301679489920-0.130167948992033
1481111.4786431655151-0.478643165515068
1491212.3740446850354-0.374044685035397
1501414.0234733525441-0.0234733525441383
1511110.65787559742550.342124402574511
1521616.3143234741159-0.314323474115905
1532121.5420338421294-0.542033842129365
1541413.32921307871190.67078692128807
1552020.4923907824139-0.492390782413934
1561313.2272551833787-0.22725518337873
1571110.72282305365040.277176946349599
1581515.1535624733354-0.153562473335444
1591918.09555136793990.90444863206013


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
160.7899628453100630.4200743093798750.210037154689937
170.7087775791094770.5824448417810450.291222420890523
180.6181369523007010.7637260953985980.381863047699299
190.9247172436571550.1505655126856900.0752827563428449
200.8792575959519040.2414848080961930.120742404048096
210.890213577334210.2195728453315800.109786422665790
220.9041426752556250.191714649488750.095857324744375
230.8596296797959540.2807406404080930.140370320204046
240.8894692663229350.221061467354130.110530733677065
250.888297739688360.2234045206232810.111702260311641
260.866669190769680.2666616184606400.133330809230320
270.8208806304502030.3582387390995950.179119369549797
280.7660818031673150.4678363936653690.233918196832685
290.8716475785843880.2567048428312240.128352421415612
300.8333240087447150.333351982510570.166675991255285
310.8885977515739130.2228044968521740.111402248426087
320.8706720438203130.2586559123593740.129327956179687
330.9936267797588230.01274644048235480.0063732202411774
340.9962973727920850.00740525441583080.0037026272079154
350.9980370102571050.003925979485789510.00196298974289476
360.9989773846692560.002045230661488970.00102261533074448
370.999225365576490.001549268847020890.000774634423510447
380.9992644958578070.001471008284385590.000735504142192795
390.9996759156571680.0006481686856637580.000324084342831879
400.9995348674551170.0009302650897668780.000465132544883439
410.999462582779840.001074834440319030.000537417220159516
420.9991468690312770.001706261937445680.00085313096872284
430.9988853848776450.002229230244709300.00111461512235465
440.9986899272577590.002620145484483090.00131007274224155
450.9997050814996050.0005898370007904240.000294918500395212
460.9995701910633370.0008596178733256620.000429808936662831
470.9993246140419030.001350771916193310.000675385958096657
480.9998023267318750.0003953465362509290.000197673268125465
490.9997518022793120.0004963954413759930.000248197720687996
500.9999875893661972.4821267605259e-051.24106338026295e-05
510.999990801267171.83974656618052e-059.19873283090262e-06
520.9999840744700753.18510598492757e-051.59255299246378e-05
530.999972345235585.53095288409733e-052.76547644204867e-05
540.9999646837233437.0632553314277e-053.53162766571385e-05
550.9999405669304820.0001188661390370815.94330695185407e-05
560.9999220494548150.0001559010903704847.79505451852422e-05
570.9998741989800850.0002516020398302350.000125801019915117
580.9998069354319010.0003861291361977520.000193064568098876
590.9997221550829530.0005556898340940680.000277844917047034
600.99962557155090.0007488568981979790.000374428449098989
610.999587481647390.0008250367052205290.000412518352610264
620.9993642540454530.001271491909093150.000635745954546577
630.999815054204490.0003698915910185480.000184945795509274
640.9997713768598540.0004572462802911660.000228623140145583
650.9997624191173520.000475161765296940.00023758088264847
660.9997285336635330.0005429326729345040.000271466336467252
670.999870235051290.0002595298974180450.000129764948709022
680.9998417333572760.0003165332854472560.000158266642723628
690.9998849570733820.0002300858532366310.000115042926618315
700.9998205899887330.0003588200225335930.000179410011266797
710.9997289630125940.0005420739748118230.000271036987405911
720.9996163461068140.0007673077863717210.000383653893185860
730.9994062349152860.001187530169427840.000593765084713918
740.9991728640466380.001654271906723360.00082713595336168
750.9987850065943130.002429986811374250.00121499340568713
760.9985270942339880.002945811532023590.00147290576601179
770.9980744488066110.003851102386777730.00192555119338886
780.9979014380308190.004197123938362440.00209856196918122
790.9969950052840420.006009989431915950.00300499471595797
800.9956409080857970.008718183828406390.00435909191420319
810.9937806702191020.01243865956179580.00621932978089792
820.9920070884440880.01598582311182380.00799291155591189
830.9888757772253080.02224844554938500.0111242227746925
840.9887446834923780.02251063301524350.0112553165076217
850.9848352160180260.03032956796394780.0151647839819739
860.9814339401875610.03713211962487760.0185660598124388
870.9749862494898130.05002750102037480.0250137505101874
880.978588998488310.04282200302338120.0214110015116906
890.9885135136205030.02297297275899400.0114864863794970
900.9840990886853080.03180182262938310.0159009113146916
910.978660077284350.04267984543129930.0213399227156497
920.9721576114129780.05568477717404440.0278423885870222
930.9639193064635070.07216138707298620.0360806935364931
940.9541914714937660.09161705701246880.0458085285062344
950.9423135918176230.1153728163647550.0576864081823774
960.928154027998230.1436919440035390.0718459720017693
970.9086516811692880.1826966376614240.091348318830712
980.936380272954890.1272394540902200.0636197270451098
990.9216145698430080.1567708603139850.0783854301569925
1000.9034383832435670.1931232335128650.0965616167564326
1010.8787995120410830.2424009759178350.121200487958917
1020.8654604820018060.2690790359963880.134539517998194
1030.8462128127458940.3075743745082110.153787187254106
1040.8127071853433390.3745856293133230.187292814656661
1050.7860633299136470.4278733401727070.213936670086353
1060.7465907528148140.5068184943703730.253409247185186
1070.7074576384322180.5850847231355640.292542361567782
1080.6622635397469540.6754729205060930.337736460253046
1090.6134203929030740.7731592141938520.386579607096926
1100.5644486830284460.8711026339431080.435551316971554
1110.5107945763827370.9784108472345250.489205423617263
1120.4568452608431230.9136905216862450.543154739156877
1130.440743114243530.881486228487060.55925688575647
1140.3915859260709250.783171852141850.608414073929075
1150.3679316320662020.7358632641324040.632068367933798
1160.5604105801212110.8791788397575780.439589419878789
1170.533362251403750.93327549719250.46663774859625
1180.4747681101537090.9495362203074190.525231889846291
1190.4153185301403550.8306370602807110.584681469859645
1200.3659621976185860.7319243952371720.634037802381414
1210.3258788284924060.6517576569848120.674121171507594
1220.2981127250729290.5962254501458590.701887274927071
1230.3050381353234410.6100762706468820.69496186467656
1240.6100258340400730.7799483319198530.389974165959927
1250.5841931299750030.8316137400499930.415806870024997
1260.5387894557996550.922421088400690.461210544200345
1270.4698291469661260.9396582939322530.530170853033874
1280.4935460108850450.987092021770090.506453989114955
1290.4217281711577860.8434563423155710.578271828842214
1300.3836725779686080.7673451559372150.616327422031392
1310.3140078404963550.628015680992710.685992159503645
1320.2490583913491760.4981167826983520.750941608650824
1330.1978786618145290.3957573236290580.802121338185471
1340.1500273175322340.3000546350644680.849972682467766
1350.1125492836864490.2250985673728980.88745071631355
1360.6352727336115460.7294545327769090.364727266388454
1370.7484534021088470.5030931957823060.251546597891153
1380.7235065790942210.5529868418115580.276493420905779
1390.6289477224504980.7421045550990030.371052277549501
1400.5147411623557790.9705176752884430.485258837644221
1410.39388252694710.78776505389420.6061174730529
1420.3401855165921250.680371033184250.659814483407875
1430.9950880593138450.00982388137231070.00491194068615535


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level480.375NOK
5% type I error level590.4609375NOK
10% type I error level630.4921875NOK