Multiple Linear Regression - Estimated Regression Equation
PersonalStandards[t] = + 18.4826788440990 -0.99436172606256Maand[t] -0.112328105823988DoubtsAboutActions[t] + 0.339703753624901ParentalExpectations[t] + 0.093100809713022ParentalCriticism[t] + 0.437231123532580`Organization `[t] -0.00132568663676311t + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)18.482678844099016.7823811.10130.2725010.13625
Maand-0.994361726062561.68538-0.590.5560720.278036
DoubtsAboutActions-0.1123281058239880.110148-1.01980.3094450.154723
ParentalExpectations0.3397037536249010.1098033.09380.0023530.001176
ParentalCriticism0.0931008097130220.1430740.65070.516210.258105
`Organization `0.4372311235325800.0815165.363700
t-0.001325686636763110.00711-0.18650.8523380.426169


Multiple Linear Regression - Regression Statistics
Multiple R0.47458145992812
R-squared0.225227562107506
Adjusted R-squared0.194644439559118
F-TEST (value)7.36443970857313
F-TEST (DF numerator)6
F-TEST (DF denominator)152
p-value6.29173045330056e-07
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation3.78436635676899
Sum Squared Residuals2176.85716578124


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
12424.1814643596406-0.181464359640563
22521.47421136652643.52578863347358
33026.30602599232383.69397400767622
41922.3783431483036-3.37834314830361
52221.84991370779530.150086292204692
62225.8100414254103-3.81004142541033
72522.44642333581672.55357666418329
82321.23555071721681.7644492827832
91721.0771161397655-4.07711613976549
102123.2888281064713-2.28882810647131
111923.430822886844-4.430822886844
121921.4116444526595-2.4116444526595
131521.9100369153245-6.91003691532451
141617.8728755676128-1.87287556761278
152321.38419960515301.61580039484703
162725.77896917612711.22103082387288
172220.14543549892551.85456450107452
181417.3448956273888-3.34489562738884
192224.5354651351794-2.53546513517943
202322.48364955832050.5163504416795
212320.58280274821692.41719725178312
222122.5960457270239-1.59604572702390
231922.6456345096141-3.64563450961408
241821.1328114778578-3.13281147785782
252023.9943294799808-3.99432947998082
262324.0329794408983-1.03297944089833
272523.64002321929851.35997678070149
281923.238592454551-4.23859245455101
292423.81914690525640.180853094743629
302222.5194075286058-0.519407528605839
312523.67032546284101.32967453715903
322624.79721740335171.2027825966483
332921.71003659779627.28996340220385
343223.25429219103618.74570780896394
352523.27643429199551.72356570800447
362921.67803502411557.32196497588452
372820.48942537246837.51057462753166
381720.8524696078733-3.85246960787331
392823.99038453427314.00961546572694
402921.92256340085447.07743659914564
412627.0747243181862-1.07472431818616
422523.12250547172871.87749452827135
431420.6320678819843-6.6320678819843
442523.42685836685281.57314163314716
452621.55428448178174.44571551821825
462022.5424685841871-2.54246858418707
471823.0845684426705-5.08456844267049
483221.012320749057110.9876792509429
492522.22838924248452.77161075751550
502522.50870684389812.4912931561019
512319.23867084357323.76132915642678
522122.7739714119308-1.77397141193077
532024.4092421136003-4.40924211360034
541517.1998296072671-2.19982960726708
553026.32705272376923.67294727623077
562424.5055118597507-0.505511859750671
572623.96670824352072.03329175647929
582422.49708903869281.50291096130722
592222.6673503042751-0.667350304275138
601418.931252049257-4.931252049257
612423.29237216544550.707627834554491
622422.8018885739381.19811142606199
632424.7576357331215-0.757635733121516
642421.04303654420712.95696345579292
651921.5881720735323-2.58817207353232
663123.85572863854987.14427136145017
672222.5267104645784-0.526710464578415
682721.78077080876975.21922919123028
691921.8737443126666-2.87374431266658
702522.62298021072872.37701978927126
712021.8935484148781-1.89354841487808
722121.1980144850752-0.198014485075207
732724.73280631021162.26719368978837
742323.9511314983339-0.951131498333947
752524.01362138426650.986378615733538
762021.3181334562267-1.31813345622673
772122.7699219746232-1.76992197462319
782223.1750275588658-1.17502755886579
792323.9079416656793-0.907941665679305
802521.79123586158713.20876413841287
812524.01148471399340.988515286006611
821723.6059436237401-6.6059436237401
831921.8611323152789-2.86113231527889
842524.3888941793040.611105820696009
851921.8421591507567-2.84215915075672
862023.7699560594194-3.76995605941943
872621.99623809105614.00376190894389
882323.3316505206756-0.33165052067556
892723.43089431461113.56910568538885
901721.2064730335990-4.20647303359902
911722.8400366112269-5.84003661122687
921921.6252397358306-2.62523973583056
931720.7593172346292-3.75931723462916
942221.68994961468110.310050385318928
952123.8751581229488-2.87515812294885
963226.90751236263065.09248763736943
972123.1377582130039-2.13775821300392
982123.3626097933475-2.36260979334747
991821.3068699596921-3.30686995969214
1001820.7515584835042-2.75155848350416
1012322.49030417060840.509695829391601
1021921.4344483017168-2.43444830171681
1032021.7726402999956-1.77264029999556
1042123.1482144458787-2.14821444587867
1052024.1747229745264-4.17472297452643
1061717.5866575098684-0.586657509868434
1071818.9802605710419-0.980260571041904
1081919.2905582215298-0.290558221529762
1092222.1234870639314-0.123487063931363
1101520.6375460678548-5.63754606785479
1111420.5288275788098-6.52882757880981
1121824.5379765729007-6.53797657290067
1132420.31669930704633.68330069295375
1143522.173342138259812.8266578617402
1152921.51069376239357.48930623760645
1162122.8618568974878-1.86185689748776
1172520.35099363081184.64900636918816
1182019.07035138429280.929648615707217
1192223.2357219487354-1.23572194873543
1201315.9184078967728-2.91840789677283
1212619.51245856830446.48754143169561
1221718.8655673377357-1.86556733773571
1232520.89076145032664.10923854967338
1242021.0036570622649-1.00365706226495
1251920.4269024227032-1.42690242270315
1262123.7125020337543-2.71250203375425
1272221.73506227389560.264937726104360
1282422.98332150932911.01667849067094
1292124.206535999104-3.20653599910401
1302622.2064546950513.79354530494901
1312420.4402053975473.559794602453
1321621.356223110392-5.35622311039199
1332322.92204685865420.077953141345844
1341820.9488475902808-2.94884759028082
1351622.1143801917229-6.11438019172287
1362624.24267071250681.75732928749319
1371920.2768495109536-1.27684951095359
1382117.94624024817673.05375975182328
1392122.8640655900694-1.86406559006939
1402218.73842250137163.26157749862845
1412316.79602308565146.20397691434857
1422922.64852593038576.35147406961428
1432121.1641124294643-0.164112429464339
1442120.00021840914110.999781590858933
1452323.3047290816143-0.304729081614261
1462721.33715475425625.66284524574382
1472522.25349514161292.74650485838710
1482120.46497643733330.535023562666729
1491017.9289382590194-7.9289382590194
1502021.8730668598975-1.87306685989750
1512621.74631945556224.25368054443784
1522423.21392102198610.786078978013853
1532927.56580944054371.43419055945629
1541917.88518378041371.11481621958627
1552423.84697906013020.153020939869807
1561921.4779087653085-2.47790876530853
1572421.73343003232582.26656996767420
1582222.5149868383735-0.514986838373517
1591723.2196344599774-6.21963445997736


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
100.04309352232343630.08618704464687250.956906477676564
110.01247722401795910.02495444803591830.98752277598204
120.01098170550282460.02196341100564910.989018294497175
130.02115175395994320.04230350791988630.978848246040057
140.03771368702247180.07542737404494360.962286312977528
150.3352547933313060.6705095866626130.664745206668694
160.2807244523841900.5614489047683790.71927554761581
170.3000847199959610.6001694399919210.699915280004039
180.2597971324654250.5195942649308510.740202867534575
190.1999521050741750.3999042101483510.800047894925825
200.299167685876430.598335371752860.70083231412357
210.3225050591817820.6450101183635640.677494940818218
220.2550831691612600.5101663383225190.74491683083874
230.2146573624317870.4293147248635750.785342637568213
240.1825603584733960.3651207169467920.817439641526604
250.1549692756969460.3099385513938920.845030724303054
260.1184135332913860.2368270665827720.881586466708614
270.09810109910630980.1962021982126200.90189890089369
280.08618771536456260.1723754307291250.913812284635437
290.06820237837101710.1364047567420340.931797621628983
300.04839910621432930.09679821242865870.95160089378567
310.04042707177520610.08085414355041210.959572928224794
320.04426363534359300.08852727068718610.955736364656407
330.07372729615859560.1474545923171910.926272703841404
340.2055863689825470.4111727379650930.794413631017453
350.1649137890786870.3298275781573730.835086210921313
360.1887017688286820.3774035376573650.811298231171318
370.2041349013266100.4082698026532210.79586509867339
380.3880233000397620.7760466000795230.611976699960239
390.3611611035427870.7223222070855740.638838896457213
400.3839322091954620.7678644183909230.616067790804538
410.3622225382015370.7244450764030730.637777461798463
420.3201975054982880.6403950109965750.679802494501712
430.5883002847364110.8233994305271780.411699715263589
440.5468469434300570.9063061131398860.453153056569943
450.5161928720087770.9676142559824450.483807127991223
460.548348695055890.903302609888220.45165130494411
470.6329809035418150.734038192916370.367019096458185
480.8179449296213880.3641101407572250.182055070378612
490.7893579884459150.4212840231081710.210642011554085
500.7609738502755670.4780522994488660.239026149724433
510.7472780979327670.5054438041344660.252721902067233
520.7472103235382180.5055793529235650.252789676461782
530.798174305879940.403651388240120.20182569412006
540.8059864990240390.3880270019519220.194013500975961
550.8212428006953620.3575143986092750.178757199304638
560.7981424327015290.4037151345969430.201857567298471
570.7674619812876490.4650760374247020.232538018712351
580.7358653871479980.5282692257040040.264134612852002
590.7083548298469950.583290340306010.291645170153005
600.763669361961660.472661276076680.23633063803834
610.7258329761982120.5483340476035760.274167023801788
620.689868348932660.620263302134680.31013165106734
630.6591318782888760.6817362434222470.340868121711124
640.6327547029722510.7344905940554980.367245297027749
650.6247083056934090.7505833886131830.375291694306591
660.7130667558192570.5738664883614860.286933244180743
670.6768967676231040.6462064647537920.323103232376896
680.7068995591604120.5862008816791750.293100440839588
690.7059993900403260.5880012199193470.294000609959674
700.6816813851873750.6366372296252510.318318614812625
710.6569968804700030.6860062390599930.343003119529997
720.617220968708310.765558062583380.38277903129169
730.5915410267601960.8169179464796070.408458973239804
740.5526048614809860.8947902770380280.447395138519014
750.5195773329006520.9608453341986970.480422667099348
760.4812623834919890.9625247669839790.518737616508011
770.4535605929885310.9071211859770620.546439407011469
780.4140660499587020.8281320999174040.585933950041298
790.3771751074479540.7543502148959070.622824892552046
800.3773898457510060.7547796915020120.622610154248994
810.3431917380553410.6863834761106830.656808261944659
820.4250910535893540.8501821071787080.574908946410646
830.3996090441214030.7992180882428060.600390955878597
840.3597636056604050.719527211320810.640236394339595
850.3394764836456630.6789529672913270.660523516354337
860.3288216327695370.6576432655390740.671178367230463
870.3544422454878370.7088844909756740.645557754512163
880.3149991994469820.6299983988939640.685000800553018
890.3251808084917880.6503616169835770.674819191508212
900.3191866199009980.6383732398019960.680813380099002
910.3502407982423560.7004815964847130.649759201757644
920.3191349057637950.638269811527590.680865094236205
930.3027951418982610.6055902837965230.697204858101739
940.2666313520427910.5332627040855820.733368647957209
950.2420265305759690.4840530611519370.757973469424031
960.3009299430369070.6018598860738140.699070056963093
970.2649513388891370.5299026777782740.735048661110863
980.2312938956600830.4625877913201660.768706104339917
990.2096876620088490.4193753240176980.790312337991151
1000.1843666275316690.3687332550633380.815633372468331
1010.1570248700748770.3140497401497530.842975129925123
1020.1341115286882350.2682230573764710.865888471311765
1030.1106325882245010.2212651764490030.889367411775499
1040.09230450571330620.1846090114266120.907695494286694
1050.09163062750623640.1832612550124730.908369372493764
1060.07343730751519260.1468746150303850.926562692484807
1070.05925957638129280.1185191527625860.940740423618707
1080.04761078422068250.0952215684413650.952389215779317
1090.03691390612709050.07382781225418110.96308609387291
1100.04856024489571440.09712048979142890.951439755104286
1110.08208734698788850.1641746939757770.917912653012111
1120.1543367418370090.3086734836740170.845663258162991
1130.1489954769225210.2979909538450420.85100452307748
1140.5542977114722140.8914045770555720.445702288527786
1150.6928402159686470.6143195680627060.307159784031353
1160.6530544443785640.6938911112428710.346945555621436
1170.7059463806612410.5881072386775180.294053619338759
1180.6590015103857710.6819969792284580.340998489614229
1190.6146923517200570.7706152965598850.385307648279943
1200.6150338842697330.7699322314605350.384966115730267
1210.695117039499310.609765921001380.30488296050069
1220.6616179076596150.6767641846807710.338382092340385
1230.6600213830973850.679957233805230.339978616902615
1240.6038083762187620.7923832475624760.396191623781238
1250.6282929355613150.743414128877370.371707064438685
1260.601738297028990.796523405942020.39826170297101
1270.540800599324830.918398801350340.45919940067517
1280.4810034287519530.9620068575039050.518996571248047
1290.4529713324313050.905942664862610.547028667568695
1300.4149368438112460.8298736876224910.585063156188754
1310.4072547705653820.8145095411307640.592745229434618
1320.4491794046370950.898358809274190.550820595362905
1330.3818016028497750.763603205699550.618198397150225
1340.3706897701890770.7413795403781540.629310229810923
1350.5955336403028840.8089327193942330.404466359697116
1360.5297215702524180.9405568594951650.470278429747582
1370.6124419048154060.7751161903691890.387558095184594
1380.5401975494009270.9196049011981460.459802450599073
1390.6319327111697070.7361345776605860.368067288830293
1400.5558195653490450.888360869301910.444180434650955
1410.5971379350523240.8057241298953520.402862064947676
1420.5941422588938770.8117154822122460.405857741106123
1430.60996527743080.78006944513840.3900347225692
1440.5618586863934210.8762826272131590.438141313606579
1450.4587651777827580.9175303555655150.541234822217242
1460.4071074100447240.8142148200894470.592892589955276
1470.389774869234750.77954973846950.61022513076525
1480.2667489489642480.5334978979284970.733251051035752
1490.4445026580675760.8890053161351520.555497341932424


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level00OK
5% type I error level30.0214285714285714OK
10% type I error level110.0785714285714286OK