Multiple Linear Regression - Estimated Regression Equation
ParentalExpectations[t] = + 5.84398572246926 + 0.0895090012114705ConcernoverMistakes[t] -0.12590016401359Doubtsaboutactions[t] + 0.665601272609036ParentalCriticism[t] + 0.118116470483094PersonalStandards[t] -0.0820356250087838Organization[t] + 0.00239657305847149t + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)5.843985722469261.8923913.08810.0023950.001197
ConcernoverMistakes0.08950900121147050.0483231.85230.065920.03296
Doubtsaboutactions-0.125900164013590.087456-1.43960.1520430.076022
ParentalCriticism0.6656012726090360.0865197.693100
PersonalStandards0.1181164704830940.0634461.86170.0645790.032289
Organization-0.08203562500878380.063311-1.29580.1970250.098512
t0.002396573058471490.0048260.49660.6201670.310084


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
11114.9210803410871-3.92108034108708
2713.0925046624711-6.09250466247108
31713.43484114830363.56515885169636
41011.6361358131956-1.63613581319559
51213.4902262264019-1.49022622640187
61210.91024567370431.0897543262957
7119.956366345265971.04363365473403
81114.2259452167972-3.22594521679717
91210.32471943386711.67528056613286
101311.09346683268811.90653316731189
111414.554926132076-0.554926132076005
121614.4707970824631.52920291753701
131113.549622921128-2.54962292112802
141011.9620371324013-1.96203713240128
151112.0743727841591-1.0743727841591
161510.00739054312184.99260945687818
17913.5795763177156-4.57957631771556
181112.2165710111153-1.21657101111528
191711.96141558138145.03858441861859
201715.30167424463891.6983257553611
211113.406896478611-2.40689647861104
221815.08696112539692.91303887460312
231415.8199758100445-1.81997581004447
241012.4777674916039-2.47776749160385
251111.6098113580877-0.609811358087717
261513.0694746036461.930525396354
271511.54343614067583.45656385932416
281312.92344670987430.0765532901256699
291613.68797026156852.31202973843148
301311.00978506977631.99021493022365
31911.3749801486981-2.3749801486981
321817.89579206050390.104207939496122
331812.14214761764445.85785238235565
341213.544038263138-1.54403826313799
351713.53699241436273.46300758563734
36912.0662067965594-3.06620679655941
37912.9976392204493-3.99763922044934
38128.615472501287393.38452749871261
391816.78063083699541.21936916300456
401212.8645388840027-0.864538884002747
411814.04137616519633.95862383480374
421413.83724218181170.162757818188253
431511.88303388814043.11696611185962
441610.73208523143525.26791476856481
451012.9920289324247-2.99202893242469
461111.4223100984825-0.422310098482497
471412.79745657883181.20254342116819
48912.9546956639666-3.95469566396656
491213.6890797650787-1.68907976507872
501712.14929165222254.85070834777746
5159.6892712670686-4.68927126706859
521212.2830691280004-0.283069128000385
531211.892324568950.107675431050021
5469.32418084441337-3.32418084441337
552422.68965502899551.31034497100449
561212.449298060277-0.449298060277037
571212.8716633115142-0.871663311514151
581411.52105784540212.47894215459789
5979.14216034017986-2.14216034017986
601311.01827443022941.98172556977065
611213.1530443433647-1.15304434336469
621311.47280856443711.52719143556287
631411.38184557961942.61815442038062
64812.828178032706-4.828178032706
65119.321251270270651.67874872972935
66911.7415669730691-2.74156697306911
671113.7266513741233-2.72665137412326
681313.3657289960723-0.365728996072312
69109.365158091843760.634841908156238
701112.6438553743722-1.64385537437222
711212.7299476991651-0.729947699165077
72911.836943942781-2.83694394278103
731514.6177340222560.382265977744037
741814.88006414833353.11993585166653
751512.11349002974252.88650997025749
761212.7902221279907-0.790222127990721
77139.852699458110013.14730054188999
781413.01992428220640.980075717793584
791011.8856399256721-1.88563992567208
801312.2987974444570.701202555543019
811313.7281754848096-0.728175484809557
821112.0961296798454-1.09612967984536
831312.1760277134580.823972286541977
841614.46834605945851.53165394054155
8589.7010565910997-1.7010565910997
861611.59756154450354.40243845549648
871111.1033545592561-0.103354559256068
88911.2973727503253-2.29737275032527
891617.7555095598081-1.75550955980811
901211.44578746190510.554212538094877
911411.99064078497222.00935921502779
92810.5990252105176-2.59902521051758
9399.5632762181969-0.563276218196896
941511.73091746258863.26908253741136
951113.5607264409179-2.56072644091785
962117.22385021004133.77614978995873
971413.25679643088580.743203569114158
981815.78282181142442.21717818857561
991211.71137325392810.28862674607195
1001312.68606918923390.313930810766054
1011514.53568841111990.464311588880138
1021211.06484249415880.93515750584118
1031914.45368343121064.54631656878938
1041514.02886488629010.971135113709867
1051113.0310396357798-2.03103963577984
1061110.67859718688980.321402813110241
1071012.3636065048675-2.36360650486749
1081314.7876214558746-1.78762145587455
1091514.77776314408220.222236855917843
110129.909266051022032.09073394897797
1111211.02058365545970.979416344540333
1121615.75590936662380.244090633376166
113915.5029829815267-6.50298298152667
1141817.5347037737850.465296226215003
115815.0299439185223-7.02994391852227
1161310.38652814750612.6134718524939
1171714.19887800207352.80112199792652
118911.0607927299636-2.06079272996361
1191513.22441945442241.77558054557755
12089.66830879116794-1.66830879116794
121711.2734798663308-4.27347986633081
1221211.35921075474920.640789245250814
1231415.0612088247332-1.06120882473319
124610.7816409078796-4.78164090787956
125810.1787563197468-2.17875631974678
1261712.46966883373184.53033116626818
127109.775896647811870.224103352188126
1281112.5827045162717-1.58270451627169
1291412.84323511208061.15676488791943
1301113.691682752072-2.69168275207195
1311315.4220010557674-2.42200105576743
1321211.9513014928660.0486985071339539
1331110.46304041764660.536959582353384
13499.49175140350905-0.491751403509054
1351212.1160648040677-0.116064804067656
1362014.78270876620055.2172912337995
1371210.7438841957671.25611580423302
1381313.6794670666938-0.679467066693821
1391213.1935634194986-1.19356341949856
1401216.5328463645447-4.53284636454473
141914.6631617883371-5.6631617883371
1421515.6353737848601-0.635373784860085
1432421.54442448495362.45557551504643
144710.0198760511055-3.01987605110552
1451714.66798477882912.33201522117085
1461111.9891411384082-0.98914113840824
1471715.22260586388961.77739413611038
1481112.3546993714627-1.35469937146269
1491212.6052306846408-0.605230684640806
1501414.5430980313602-0.543098031360177
1511114.3714030662813-3.37140306628126
1521612.89086470931643.10913529068361
1532113.932655069327.06734493067997
1541412.30254759873151.6974524012685
1552016.46763210194833.53236789805169
1561311.1214751137121.87852488628796
1571113.1546479026359-2.15464790263593
1581514.00493148670860.995068513291381
1591918.00230511188590.997694888114127


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
100.5685567672945950.862886465410810.431443232705405
110.5881478258663750.823704348267250.411852174133625
120.6146633404593940.7706733190812110.385336659540606
130.6122101565599090.7755796868801820.387789843440091
140.5735876366778760.8528247266442480.426412363322124
150.6360412209590630.7279175580818730.363958779040937
160.5593670190677810.8812659618644380.440632980932219
170.7132071093083570.5735857813832870.286792890691643
180.6363065925473140.7273868149053710.363693407452686
190.6626307949591750.674738410081650.337369205040825
200.6142024564239770.7715950871520460.385797543576023
210.6533696275372550.693260744925490.346630372462745
220.6587421838333470.6825156323333070.341257816166653
230.6106820443634250.778635911273150.389317955636575
240.7191999098545570.5616001802908870.280800090145443
250.7061223173048410.5877553653903170.293877682695159
260.6478815319027980.7042369361944050.352118468097202
270.5977422450502390.8045155098995220.402257754949761
280.5402405023789140.9195189952421710.459759497621086
290.4805921850204660.9611843700409310.519407814979534
300.4262231332001420.8524462664002850.573776866799858
310.5928803749931290.8142392500137410.407119625006871
320.538313306321370.923373387357260.46168669367863
330.5608530413830250.878293917233950.439146958616975
340.6658486094141270.6683027811717460.334151390585873
350.6444935085813960.7110129828372090.355506491418604
360.7298330872489220.5403338255021570.270166912751078
370.8061854515017610.3876290969964780.193814548498239
380.7813992387856260.4372015224287490.218600761214374
390.7502938130805660.4994123738388680.249706186919434
400.7319659548601880.5360680902796230.268034045139812
410.762262649378110.475474701243780.23773735062189
420.7291158241869430.5417683516261140.270884175813057
430.7029684378983050.5940631242033910.297031562101695
440.7404265653036210.5191468693927570.259573434696379
450.8184459490207750.363108101958450.181554050979225
460.809539772309610.3809204553807820.190460227690391
470.7733563332198430.4532873335603130.226643666780157
480.8228570485236230.3542859029527540.177142951476377
490.8079591287540090.3840817424919830.192040871245991
500.8495765867530710.3008468264938570.150423413246929
510.9162090006149440.1675819987701120.083790999385056
520.903157844270720.193684311458560.0968421557292802
530.8818592051034170.2362815897931660.118140794896583
540.9185902407682280.1628195184635440.081409759231772
550.9005152127095330.1989695745809330.0994847872904667
560.8786533949823120.2426932100353760.121346605017688
570.8595056158104010.2809887683791980.140494384189599
580.8480702537751190.3038594924497620.151929746224881
590.8523847222445380.2952305555109230.147615277755462
600.8317084649139950.3365830701720110.168291535086005
610.813370426579540.3732591468409190.186629573420459
620.78886308636940.42227382726120.2111369136306
630.7816916502675240.4366166994649520.218308349732476
640.8636737373020640.2726525253958720.136326262697936
650.84779699066210.30440601867580.1522030093379
660.8446411969486230.3107176061027540.155358803051377
670.8443726195890090.3112547608219830.155627380410991
680.8175749285527540.3648501428944920.182425071447246
690.792981400627210.414037198745580.20701859937279
700.7705146885110340.4589706229779320.229485311488966
710.7427355439494640.5145289121010730.257264456050536
720.7453204553359790.5093590893280430.254679544664021
730.7141166963735740.5717666072528520.285883303626426
740.7293836828771410.5412326342457180.270616317122859
750.7331857321997880.5336285356004240.266814267800212
760.6983759280372950.6032481439254090.301624071962705
770.725776286100430.5484474277991380.274223713899569
780.6909315992567750.618136801486450.309068400743225
790.6678297631666580.6643404736666840.332170236833342
800.6268390250810210.7463219498379580.373160974918979
810.5844608497252810.8310783005494390.415539150274719
820.548768565172630.9024628696547390.451231434827369
830.5056868999079110.9886262001841770.494313100092089
840.472679302499520.945358604999040.52732069750048
850.4438132076632660.8876264153265320.556186792336734
860.5205927479517030.9588145040965950.479407252048297
870.4764957433600370.9529914867200730.523504256639963
880.4583581527149020.9167163054298040.541641847285098
890.4360922610810630.8721845221621250.563907738918937
900.3912713201490890.7825426402981780.608728679850911
910.3694963032647340.7389926065294690.630503696735266
920.3647898116034880.7295796232069770.635210188396512
930.3227310818182440.6454621636364890.677268918181756
940.3429200968279730.6858401936559470.657079903172027
950.3379700996571110.6759401993142230.662029900342889
960.3714366890430110.7428733780860230.628563310956989
970.3302631351893190.6605262703786380.669736864810681
980.3084648028825510.6169296057651010.69153519711745
990.2682202929800010.5364405859600020.731779707019999
1000.2303106533655810.4606213067311620.769689346634419
1010.1973785451709420.3947570903418830.802621454829058
1020.1734476373741750.3468952747483490.826552362625825
1030.2482712570831830.4965425141663670.751728742916817
1040.2252346754784180.4504693509568370.774765324521582
1050.203011813139750.4060236262794990.79698818686025
1060.175904967064540.3518099341290810.82409503293546
1070.165124511622290.330249023244580.83487548837771
1080.1473552655030620.2947105310061240.852644734496938
1090.1220091253399450.2440182506798910.877990874660055
1100.1235514524136750.2471029048273510.876448547586325
1110.1107932002191020.2215864004382030.889206799780898
1120.0891952574293560.1783905148587120.910804742570644
1130.2116166195627390.4232332391254790.78838338043726
1140.1872704634427160.3745409268854320.812729536557284
1150.3898182056016550.779636411203310.610181794398345
1160.3979969443358340.7959938886716680.602003055664166
1170.4539404341671920.9078808683343840.546059565832808
1180.4123794342364820.8247588684729640.587620565763518
1190.3961801249889370.7923602499778740.603819875011063
1200.3630183840341830.7260367680683670.636981615965817
1210.375697362307630.751394724615260.62430263769237
1220.372553683036160.7451073660723210.62744631696384
1230.3221889850542990.6443779701085990.677811014945701
1240.4082995218922620.8165990437845230.591700478107738
1250.3600549465428270.7201098930856540.639945053457173
1260.5006496962503150.998700607499370.499350303749685
1270.4538629738470970.9077259476941940.546137026152903
1280.4051681770585710.8103363541171420.594831822941429
1290.3543311421102830.7086622842205670.645668857889717
1300.3514696766855760.7029393533711520.648530323314424
1310.3200235005884730.6400470011769450.679976499411527
1320.2636552676204650.527310535240930.736344732379535
1330.2145076217910960.4290152435821910.785492378208904
1340.1683795156430710.3367590312861410.83162048435693
1350.1286572145436690.2573144290873390.871342785456331
1360.2558489335491630.5116978670983260.744151066450837
1370.310553056223090.6211061124461810.68944694377691
1380.3130881347647830.6261762695295650.686911865235217
1390.2473497863242180.4946995726484360.752650213675782
1400.2484295799373890.4968591598747780.751570420062611
1410.4144364341598390.8288728683196770.585563565840161
1420.3682947785164820.7365895570329640.631705221483518
1430.2971531873033250.594306374606650.702846812696675
1440.2488994799308820.4977989598617640.751100520069118
1450.2758835516272990.5517671032545990.7241164483727
1460.2071661400043660.4143322800087320.792833859995634
1470.1349621109710920.2699242219421830.865037889028908
1480.08565552565604980.17131105131210.91434447434395
1490.04293947039038270.08587894078076540.957060529609617


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