Multiple Linear Regression - Estimated Regression Equation
ParentalExpectations[t] = + 5.84398572246927 + 0.089509001211471ConcernoverMistakes[t] -0.125900164013591Doubtsaboutactions[t] + 0.665601272609036ParentalCriticism[t] + 0.118116470483093PersonalStandards[t] -0.0820356250087837Organization[t] + 0.00239657305847147t + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)5.843985722469271.8923913.08810.0023950.001197
ConcernoverMistakes0.0895090012114710.0483231.85230.065920.03296
Doubtsaboutactions-0.1259001640135910.087456-1.43960.1520430.076022
ParentalCriticism0.6656012726090360.0865197.693100
PersonalStandards0.1181164704830930.0634461.86170.0645790.032289
Organization-0.08203562500878370.063311-1.29580.1970250.098512
t0.002396573058471470.0048260.49660.6201670.310084


Multiple Linear Regression - Regression Statistics
Multiple R0.639019153846926
R-squared0.408345478983241
Adjusted R-squared0.384990695258896
F-TEST (value)17.4844470324754
F-TEST (DF numerator)6
F-TEST (DF denominator)152
p-value2.44249065417534e-15
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation2.70203430228648
Sum Squared Residuals1109.75038435138


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
11114.9210803410870-3.92108034108703
2713.0925046624711-6.09250466247109
31713.43484114830363.56515885169635
41011.6361358131956-1.63613581319558
51213.4902262264019-1.49022622640187
61210.91024567370431.08975432629569
7119.956366345265971.04363365473403
81114.2259452167972-3.22594521679716
91210.32471943386711.67528056613286
101311.09346683268811.90653316731189
111414.554926132076-0.554926132076005
121614.4707970824631.52920291753700
131113.5496229211280-2.54962292112802
141011.9620371324013-1.96203713240129
151112.0743727841591-1.0743727841591
161510.00739054312184.99260945687818
17913.5795763177156-4.57957631771556
181112.2165710111153-1.21657101111529
191711.96141558138145.03858441861858
201715.30167424463891.6983257553611
211113.4068964786110-2.40689647861104
221815.08696112539692.91303887460311
231415.8199758100445-1.81997581004447
241012.4777674916039-2.47776749160386
251111.6098113580877-0.609811358087718
261513.0694746036461.930525396354
271511.54343614067583.45656385932416
281312.92344670987430.0765532901256664
291613.68797026156852.31202973843147
301311.00978506977631.99021493022365
31911.3749801486981-2.37498014869810
321817.89579206050390.104207939496127
331812.14214761764445.85785238235564
341213.544038263138-1.54403826313799
351713.53699241436273.46300758563734
36912.0662067965594-3.06620679655941
37912.9976392204493-3.99763922044935
38128.615472501287383.38452749871262
391816.78063083699541.21936916300456
401212.8645388840027-0.864538884002747
411814.04137616519633.95862383480374
421413.83724218181170.162757818188252
431511.88303388814043.11696611185961
441610.73208523143525.26791476856481
451012.9920289324247-2.99202893242469
461111.4223100984825-0.422310098482495
471412.79745657883181.20254342116819
48912.9546956639666-3.95469566396657
491213.6890797650787-1.68907976507872
501712.14929165222254.85070834777747
5159.6892712670686-4.68927126706859
521212.2830691280004-0.283069128000386
531211.89232456895000.107675431050019
5469.32418084441337-3.32418084441337
552422.68965502899551.31034497100449
561212.4492980602770-0.449298060277039
571212.8716633115142-0.871663311514152
581411.52105784540212.47894215459789
5979.14216034017986-2.14216034017986
601311.01827443022931.98172556977065
611213.1530443433647-1.15304434336469
621311.47280856443711.52719143556287
631411.38184557961942.61815442038062
64812.828178032706-4.8281780327060
65119.321251270270651.67874872972935
66911.7415669730691-2.74156697306911
671113.7266513741233-2.72665137412327
681313.3657289960723-0.365728996072311
69109.365158091843760.634841908156243
701112.6438553743722-1.64385537437222
711212.7299476991651-0.729947699165084
72911.8369439427810-2.83694394278103
731514.61773402225600.382265977744032
741814.88006414833353.11993585166653
751512.11349002974252.88650997025748
761212.7902221279907-0.790222127990724
77139.852699458113.14730054188999
781413.01992428220640.980075717793585
791011.8856399256721-1.88563992567208
801312.29879744445700.701202555543015
811313.7281754848096-0.728175484809554
821112.0961296798454-1.09612967984536
831312.17602771345800.823972286541976
841614.46834605945851.53165394054155
8589.7010565910997-1.7010565910997
861611.59756154450354.40243845549648
871111.1033545592561-0.103354559256068
88911.2973727503253-2.29737275032526
891617.7555095598081-1.75550955980811
901211.44578746190510.554212538094875
911411.99064078497222.00935921502778
92810.5990252105176-2.59902521051758
9399.5632762181969-0.563276218196896
941511.73091746258863.26908253741136
951113.5607264409179-2.56072644091785
962117.22385021004133.77614978995873
971413.25679643088580.743203569114156
981815.78282181142442.21717818857561
991211.71137325392810.288626746071948
1001312.68606918923390.313930810766051
1011514.53568841111990.464311588880138
1021211.06484249415880.935157505841179
1031914.45368343121064.54631656878938
1041514.02886488629010.971135113709867
1051113.0310396357798-2.03103963577984
1061110.67859718688980.321402813110238
1071012.3636065048675-2.36360650486749
1081314.7876214558746-1.78762145587455
1091514.77776314408220.222236855917844
110129.909266051022032.09073394897797
1111211.02058365545970.979416344540331
1121615.75590936662380.244090633376160
113915.5029829815267-6.50298298152667
1141817.5347037737850.465296226215006
115815.0299439185223-7.02994391852226
1161310.38652814750612.6134718524939
1171714.19887800207352.80112199792651
118911.0607927299636-2.06079272996360
1191513.22441945442241.77558054557755
12089.66830879116794-1.66830879116794
121711.2734798663308-4.27347986633081
1221211.35921075474920.640789245250816
1231415.0612088247332-1.06120882473319
124610.7816409078796-4.78164090787956
125810.1787563197468-2.17875631974677
1261712.46966883373184.53033116626818
127109.775896647811870.224103352188126
1281112.5827045162717-1.58270451627169
1291412.84323511208061.15676488791943
1301113.6916827520720-2.69168275207196
1311315.4220010557674-2.42200105576742
1321211.95130149286600.0486985071339531
1331110.46304041764660.536959582353384
13499.49175140350906-0.491751403509056
1351212.1160648040677-0.116064804067659
1362014.78270876620055.2172912337995
1371210.74388419576701.25611580423302
1381313.6794670666938-0.679467066693817
1391213.1935634194986-1.19356341949856
1401216.5328463645447-4.53284636454472
141914.6631617883371-5.6631617883371
1421515.6353737848601-0.635373784860084
1432421.54442448495362.45557551504644
144710.0198760511055-3.01987605110552
1451714.66798477882912.33201522117086
1461111.9891411384082-0.98914113840824
1471715.22260586388961.77739413611037
1481112.3546993714627-1.35469937146269
1491212.6052306846408-0.605230684640808
1501414.5430980313602-0.543098031360179
1511114.3714030662813-3.37140306628126
1521612.89086470931643.10913529068361
1532113.93265506932007.06734493067996
1541412.30254759873151.69745240126849
1552016.46763210194833.5323678980517
1561311.12147511371201.87852488628796
1571113.1546479026359-2.15464790263593
1581514.00493148670860.995068513291384
1591918.00230511188590.997694888114128


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
100.5685567672945950.862886465410810.431443232705405
110.5881478258663740.8237043482672510.411852174133626
120.6146633404593940.7706733190812120.385336659540606
130.6122101565599090.7755796868801820.387789843440091
140.5735876366778760.8528247266442470.426412363322124
150.6360412209590630.7279175580818740.363958779040937
160.5593670190677810.8812659618644390.440632980932219
170.7132071093083570.5735857813832870.286792890691643
180.6363065925473140.7273868149053710.363693407452686
190.6626307949591740.6747384100816520.337369205040826
200.6142024564239770.7715950871520460.385797543576023
210.6533696275372550.693260744925490.346630372462745
220.6587421838333460.6825156323333080.341257816166654
230.6106820443634250.778635911273150.389317955636575
240.7191999098545560.5616001802908870.280800090145444
250.7061223173048420.5877553653903160.293877682695158
260.6478815319027970.7042369361944070.352118468097203
270.5977422450502390.8045155098995220.402257754949761
280.5402405023789140.9195189952421730.459759497621086
290.4805921850204660.9611843700409320.519407814979534
300.4262231332001420.8524462664002840.573776866799858
310.5928803749931270.8142392500137460.407119625006873
320.5383133063213710.9233733873572580.461686693678629
330.5608530413830250.878293917233950.439146958616975
340.6658486094141250.668302781171750.334151390585875
350.6444935085813960.7110129828372090.355506491418604
360.729833087248920.540333825502160.27016691275108
370.8061854515017620.3876290969964770.193814548498238
380.7813992387856240.4372015224287520.218600761214376
390.7502938130805660.4994123738388690.249706186919434
400.7319659548601880.5360680902796250.268034045139812
410.7622626493781090.4754747012437830.237737350621891
420.7291158241869440.5417683516261130.270884175813057
430.7029684378983040.5940631242033910.297031562101696
440.7404265653036230.5191468693927550.259573434696377
450.8184459490207750.363108101958450.181554050979225
460.8095397723096080.3809204553807840.190460227690392
470.7733563332198440.4532873335603120.226643666780156
480.8228570485236220.3542859029527560.177142951476378
490.8079591287540090.3840817424919820.192040871245991
500.849576586753070.3008468264938590.150423413246929
510.9162090006149440.1675819987701110.0837909993850557
520.903157844270720.1936843114585600.096842155729280
530.8818592051034160.2362815897931670.118140794896584
540.9185902407682290.1628195184635420.0814097592317711
550.9005152127095330.1989695745809340.0994847872904668
560.8786533949823120.2426932100353760.121346605017688
570.8595056158104020.2809887683791960.140494384189598
580.848070253775120.3038594924497590.151929746224880
590.852384722244540.2952305555109210.147615277755460
600.8317084649139950.3365830701720110.168291535086005
610.8133704265795420.3732591468409160.186629573420458
620.7888630863694020.4222738272611960.211136913630598
630.7816916502675250.436616699464950.218308349732475
640.8636737373020630.2726525253958750.136326262697937
650.84779699066210.3044060186758010.152203009337900
660.8446411969486240.3107176061027520.155358803051376
670.8443726195890090.3112547608219830.155627380410991
680.8175749285527550.3648501428944900.182425071447245
690.792981400627210.4140371987455780.207018599372789
700.7705146885110350.4589706229779290.229485311488965
710.7427355439494640.5145289121010720.257264456050536
720.745320455335980.5093590893280420.254679544664021
730.7141166963735760.5717666072528470.285883303626424
740.729383682877140.5412326342457210.270616317122860
750.7331857321997850.5336285356004290.266814267800215
760.6983759280372960.6032481439254090.301624071962704
770.725776286100430.5484474277991410.274223713899571
780.6909315992567750.618136801486450.309068400743225
790.6678297631666560.6643404736666890.332170236833344
800.6268390250810210.7463219498379570.373160974918979
810.5844608497252820.8310783005494360.415539150274718
820.548768565172630.902462869654740.45123143482737
830.5056868999079090.9886262001841810.494313100092091
840.4726793024995210.9453586049990430.527320697500479
850.4438132076632660.8876264153265330.556186792336734
860.5205927479517030.9588145040965940.479407252048297
870.4764957433600390.9529914867200780.523504256639961
880.4583581527149020.9167163054298050.541641847285098
890.4360922610810660.8721845221621320.563907738918934
900.3912713201490860.7825426402981720.608728679850914
910.3694963032647350.738992606529470.630503696735265
920.3647898116034860.7295796232069710.635210188396514
930.3227310818182380.6454621636364760.677268918181762
940.3429200968279710.6858401936559410.657079903172029
950.3379700996571100.6759401993142190.66202990034289
960.3714366890430090.7428733780860180.628563310956991
970.3302631351893160.6605262703786330.669736864810684
980.3084648028825510.6169296057651010.69153519711745
990.2682202929800020.5364405859600040.731779707019998
1000.2303106533655780.4606213067311570.769689346634422
1010.1973785451709420.3947570903418850.802621454829058
1020.1734476373741760.3468952747483520.826552362625824
1030.2482712570831820.4965425141663630.751728742916818
1040.2252346754784190.4504693509568390.77476532452158
1050.2030118131397490.4060236262794980.796988186860251
1060.1759049670645410.3518099341290820.824095032935459
1070.1651245116222890.3302490232445780.834875488377711
1080.1473552655030630.2947105310061250.852644734496937
1090.1220091253399460.2440182506798920.877990874660054
1100.1235514524136750.2471029048273500.876448547586325
1110.1107932002191010.2215864004382020.889206799780899
1120.08919525742935470.1783905148587090.910804742570645
1130.2116166195627400.4232332391254810.78838338043726
1140.1872704634427170.3745409268854330.812729536557283
1150.3898182056016540.7796364112033090.610181794398346
1160.3979969443358360.7959938886716710.602003055664164
1170.4539404341671910.9078808683343810.546059565832809
1180.4123794342364810.8247588684729620.587620565763519
1190.3961801249889360.7923602499778730.603819875011064
1200.3630183840341830.7260367680683660.636981615965817
1210.3756973623076310.7513947246152630.624302637692369
1220.3725536830361600.7451073660723210.62744631696384
1230.32218898505430.64437797010860.6778110149457
1240.4082995218922640.8165990437845290.591700478107736
1250.3600549465428250.720109893085650.639945053457175
1260.5006496962503150.9987006074993710.499350303749685
1270.4538629738470970.9077259476941930.546137026152903
1280.4051681770585730.8103363541171450.594831822941427
1290.3543311421102830.7086622842205670.645668857889717
1300.3514696766855750.702939353371150.648530323314425
1310.3200235005884720.6400470011769440.679976499411528
1320.2636552676204670.5273105352409350.736344732379533
1330.2145076217910960.4290152435821920.785492378208904
1340.1683795156430700.3367590312861400.83162048435693
1350.128657214543670.257314429087340.87134278545633
1360.2558489335491640.5116978670983290.744151066450836
1370.3105530562230920.6211061124461840.689446943776908
1380.3130881347647820.6261762695295640.686911865235218
1390.2473497863242180.4946995726484350.752650213675782
1400.2484295799373880.4968591598747770.751570420062612
1410.4144364341598390.8288728683196770.585563565840161
1420.3682947785164810.7365895570329630.631705221483519
1430.2971531873033250.594306374606650.702846812696675
1440.2488994799308820.4977989598617630.751100520069118
1450.27588355162730.55176710325460.7241164483727
1460.2071661400043660.4143322800087320.792833859995634
1470.1349621109710910.2699242219421820.865037889028909
1480.085655525656050.17131105131210.91434447434395
1490.04293947039038290.08587894078076580.957060529609617


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 level10.00714285714285714OK