Multiple Linear Regression - Estimated Regression Equation
Concernovermistakes[t] = -1.14208682459579 -0.524489276020748Gender[t] + 1.06323858761745Doubtsaboutactions[t] -0.380848998061055DoubtsaboutactionsMale[t] + 0.439180646830957Parentalexpectations[t] -0.316205593815534ParentalexpectationsMale[t] + 0.0492100023570672Parentalcritism[t] + 0.193886948718829ParentalcritismMale[t] + 0.434261540435126Personalstandards[t] + 0.211023390416551PersonalstandarsMale[t] -0.178643594475865Organization[t] + 0.0804598211776829OrganizationMale[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)-1.142086824595796.203746-0.18410.8541920.427096
Gender-0.5244892760207487.159094-0.07330.9416970.470849
Doubtsaboutactions1.063238587617450.2459874.32232.8e-051.4e-05
DoubtsaboutactionsMale-0.3808489980610550.291892-1.30480.1940130.097006
Parentalexpectations0.4391806468309570.2357341.8630.0644520.032226
ParentalexpectationsMale-0.3162055938155340.288464-1.09620.2747970.137398
Parentalcritism0.04921000235706720.3091170.15920.8737340.436867
ParentalcritismMale0.1938869487188290.3714290.5220.6024540.301227
Personalstandards0.4342615404351260.1885182.30360.022650.011325
PersonalstandarsMale0.2110233904165510.2201290.95860.3393160.169658
Organization-0.1786435944758650.241571-0.73950.4607790.230389
OrganizationMale0.08045982117768290.267710.30050.7641840.382092


Multiple Linear Regression - Regression Statistics
Multiple R0.653897516090643
R-squared0.427581961549513
Adjusted R-squared0.384747958672265
F-TEST (value)9.98230220917869
F-TEST (DF numerator)11
F-TEST (DF denominator)147
p-value2.08166817117217e-13
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation4.4888649398094
Sum Squared Residuals2962.03654183396


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
12424.9423040595443-0.942304059544293
22520.76921802380264.23078197619738
31721.6588520672489-4.65885206724886
41819.6988120131452-1.69881201314523
51819.7868905977742-1.78689059777417
61619.6836381417533-3.68363814175333
72021.159962121258-1.15996212125798
81622.646195599835-6.64619559983502
91821.2388374379206-3.23883743792058
101720.2364529466662-3.2364529466662
112323.3825868991959-0.382586899195856
123024.17115116738145.82884883261862
132315.09546665997847.90453334002165
141818.5484274069757-0.548427406975659
151521.8187209733092-6.81872097330915
161218.5535433377901-6.55354333779013
172118.80345830670892.19654169329108
181514.94582555995670.0541744400432935
192019.42465309420860.575346905791424
203128.16577796459312.83422203540693
212726.31686907203480.68313092796522
223425.72658283031988.27341716968023
232119.55539575851361.44460424148641
243120.418306261406310.5816937385937
251919.293763540965-0.293763540965028
261620.0949907626089-4.09499076260888
272021.5538504192133-1.55385041921326
282118.16548158132.83451841869996
292221.85901516790290.140984832097126
301719.4702292939256-2.47022929392556
312421.00747082418622.9925291758138
322531.5656960418462-6.56569604184618
332628.0828392659918-2.08283926599177
342525.1644433643501-0.164443364350052
351722.8236426983663-5.82364269836634
363227.97749940482584.02250059517419
373324.31300161938498.6869983806151
381320.7526435357688-7.75264353576879
393227.56074839253554.43925160746453
402526.1545144766169-1.15451447661695
412926.36329362140772.63670637859235
422222.2583499927237-0.258349992723706
431816.31158608464031.68841391535973
441721.531912294451-4.53191229445097
452021.4577829171132-1.45778291711317
461520.270704450416-5.27070445041597
472021.2982166023216-1.29821660232164
483328.74494256486444.25505743513558
492921.901882670347.09811732966004
502325.7493967439965-2.7493967439965
512623.96304298345362.03695701654645
521819.0899794389121-1.08997943891207
532018.8373569957851.162643004215
541112.2463331491222-1.24633314912217
552829.0007533693093-1.00075336930933
562623.26447372320182.73552627679824
572221.62156983287160.378430167128377
581720.2995683923861-3.29956839238613
591214.1234210702199-2.12342107021986
601419.5757676996896-5.57576769968957
611721.1707474092448-4.17074740924482
622121.3450049718871-0.345004971887127
631922.6831210618985-3.6831210618985
641823.5065893287069-5.50658932870688
651018.709502773827-8.70950277382704
662922.8550133916736.14498660832696
673118.929899727191912.0701002728081
681922.5036349993754-3.50363499937545
69919.6986401539535-10.6986401539535
702022.814739515118-2.81473951511796
712817.715575514024510.2844244859755
721917.73484597813211.26515402186793
733022.53798832301517.4620116769849
742929.1322664156139-0.132266415613881
752621.70047882954954.29952117045048
762320.08786215711612.91213784288394
771322.0405247642595-9.04052476425948
782122.2714801955397-1.27148019553967
791921.6908490967628-2.69084909676285
802822.86904703889165.13095296110844
812325.3976847453734-2.39768474537341
821814.14232834722443.8576716527756
832122.0406148442709-1.04061484427091
842021.9668236869759-1.96682368697587
852319.69561513980683.30438486019325
862120.0582769481590.941723051841026
872122.1465277764837-1.14652777648374
881522.9326532228602-7.9326532228602
892827.15570725780470.844292742195257
901917.24268367388041.75731632611959
912620.16673776931825.83326223068183
921014.0917571047697-4.09175710476967
931618.0258569869123-2.02585698691232
942220.69312030940731.30687969059265
951919.1586469681539-0.158646968153896
963128.75329900268292.24670099731706
973127.11455214137143.88544785862862
982923.82432723942835.17567276057169
991918.10689048627130.893109513728712
1002218.45040815541983.54959184458023
1012322.21260927126440.787390728735574
1021516.3654648491145-1.36546484911445
1032023.0905260744088-3.09052607440877
1041819.4590764571501-1.45907645715011
1052321.72894243848781.27105756151219
1062519.95217571672795.04782428327214
1072116.66997441278124.33002558721882
1082419.29223249205964.70776750794042
1092524.53997964971420.460020350285787
1101718.4385752193267-1.43857521932672
1111314.138417248809-1.13841724880896
1122817.936023073165910.0639769268341
1132118.70716280467592.29283719532414
1142528.9136168761303-3.91361687613027
115917.776881901358-8.77688190135805
1161617.8012740491434-1.80127404914342
1171921.2206633917085-2.22066339170854
1181719.445273492466-2.44527349246603
1192523.75923442766791.24076557233213
1202014.90821266112625.09178733887383
1212922.29028774949896.7097122505011
1221418.4159921299277-4.41599212992771
1232226.5492269358502-4.54922693585019
1241516.4400769249615-1.44007692496149
1251927.765479525271-8.76547952527104
1262021.1678176564002-1.16781765640015
1271517.2187759762336-2.21877597623364
1282022.0712708109681-2.0712708109681
1291820.0650485389788-2.06504853897884
1303325.50719321463887.49280678536118
1312223.8319819566121-1.83198195661209
1321616.1581061045482-0.158106104548236
1331719.331915847776-2.33191584777595
1341615.2286058667490.77139413325102
1352117.99352880642383.00647119357618
1362629.3163687474651-3.31636874746508
1371820.4355091264752-2.43550912647522
1381822.5832417179526-4.58324171795257
1391718.6506868004316-1.65068680043158
1402224.5639614430524-2.56396144305244
1413024.64850677340885.35149322659116
1423027.36001154699822.63998845300177
1432428.2693642619644-4.26936426196441
1442121.8401508579456-0.840150857945623
1452124.6506413237422-3.65064132374216
1462927.12924719574971.87075280425034
1473123.02001024496277.9799897550373
1482019.11664252801350.883357471986517
1491616.1603669233113-0.160366923311333
1502219.11680987473312.88319012526692
1512021.2681143587145-1.26811435871451
1522826.29446157042351.70553842957646
1533825.989797724410312.0102022755897
1542220.9780956682941.02190433170595
1552024.9826336832755-4.98263368327548
1561718.9311226711803-1.9311226711803
1572824.31480712623363.68519287376636
1582223.5163093357837-1.51630933578374
1593128.81109720266452.18890279733554


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
150.1673306735913970.3346613471827940.832669326408603
160.1813006827470780.3626013654941560.818699317252922
170.09208547770820340.1841709554164070.907914522291797
180.09489469366947310.1897893873389460.905105306330527
190.1471147673734590.2942295347469180.852885232626541
200.09084625191809360.1816925038361870.909153748081906
210.1018011509740990.2036023019481990.8981988490259
220.2793826272127690.5587652544255370.720617372787231
230.2177892541291140.4355785082582290.782210745870886
240.6370565224420350.725886955115930.362943477557965
250.5579236869433830.8841526261132330.442076313056617
260.4962035276565050.992407055313010.503796472343495
270.4307644192076060.8615288384152130.569235580792394
280.3625053206789840.7250106413579680.637494679321016
290.2961480298661990.5922960597323970.703851970133802
300.23772980384370.47545960768740.7622701961563
310.3585838386966480.7171676773932960.641416161303352
320.343064406975450.68612881395090.65693559302455
330.3053737598589650.610747519717930.694626240141035
340.3607184686250890.7214369372501770.639281531374911
350.3769913910741250.753982782148250.623008608925875
360.3865886530650910.7731773061301830.613411346934909
370.6054887840516660.7890224318966680.394511215948334
380.7168479486441510.5663041027116980.283152051355849
390.6855114932213790.6289770135572410.314488506778621
400.637504345942410.7249913081151820.362495654057591
410.5857184859239580.8285630281520830.414281514076042
420.5279889565299890.9440220869400210.472011043470011
430.4982314770934790.9964629541869570.501768522906521
440.4692934575874860.9385869151749710.530706542412514
450.4181379915256210.8362759830512430.581862008474379
460.458460080703310.916920161406620.54153991929669
470.4201785136440550.8403570272881090.579821486355946
480.3966692693899440.7933385387798890.603330730610056
490.4797356657251340.9594713314502690.520264334274866
500.4420825189283250.884165037856650.557917481071675
510.4242866843146830.8485733686293660.575713315685317
520.3741789633473510.7483579266947030.625821036652649
530.3291271452170390.6582542904340780.670872854782961
540.2886243629803980.5772487259607970.711375637019602
550.2749883831747180.5499767663494370.725011616825282
560.2437753738362440.4875507476724880.756224626163756
570.2135191042361470.4270382084722930.786480895763853
580.1921711995755190.3843423991510390.80782880042448
590.1799374163051920.3598748326103850.820062583694807
600.1980516659256350.3961033318512690.801948334074365
610.2001441883679270.4002883767358550.799855811632073
620.169137677805530.3382753556110590.83086232219447
630.1583060566774270.3166121133548550.841693943322573
640.2049153464708090.4098306929416180.795084653529191
650.3646119176891380.7292238353782770.635388082310862
660.44043170732740.88086341465480.5595682926726
670.7390193680405530.5219612639188940.260980631959447
680.7201018379127610.5597963241744780.279898162087239
690.8742887526074140.2514224947851720.125711247392586
700.8588609194648060.2822781610703880.141139080535194
710.9462575913626790.1074848172746430.0537424086373213
720.9336776997536930.1326446004926150.0663223002463073
730.9558985922629750.08820281547405070.0441014077370254
740.9436799797351060.1126400405297870.0563200202648936
750.943425964151810.1131480716963810.0565740358481903
760.9369998156628730.1260003686742530.0630001843371267
770.9754342949418540.04913141011629240.0245657050581462
780.9685936912618310.06281261747633750.0314063087381688
790.9630437702390.07391245952200020.0369562297610001
800.9651866420811730.06962671583765430.0348133579188272
810.9584480842305970.08310383153880540.0415519157694027
820.9565941564547170.08681168709056560.0434058435452828
830.944372842060.1112543158799990.0556271579399993
840.9326014103552550.134797179289490.0673985896447448
850.924112168977960.151775662044080.0758878310220399
860.9096993079604780.1806013840790440.0903006920395218
870.8926522431535680.2146955136928630.107347756846432
880.941778537026440.1164429259471190.0582214629735597
890.9275669513054060.1448660973891870.0724330486945936
900.9112861845857290.1774276308285430.0887138154142713
910.9193526874626590.1612946250746820.0806473125373408
920.9168515515119850.166296896976030.0831484484880148
930.8978781592005970.2042436815988070.102121840799403
940.8760687123719420.2478625752561160.123931287628058
950.8481802650748170.3036394698503670.151819734925183
960.820821555798450.35835688840310.17917844420155
970.8320667033658750.3358665932682510.167933296634125
980.8414610416194060.3170779167611890.158538958380594
990.8124807370200430.3750385259599140.187519262979957
1000.7970868001772570.4058263996454870.202913199822743
1010.7593917373641180.4812165252717640.240608262635882
1020.7182029581584060.5635940836831880.281797041841594
1030.7233987143538630.5532025712922740.276601285646137
1040.682462380548130.635075238903740.31753761945187
1050.6367698083999790.7264603832000420.363230191600021
1060.6366172841078780.7267654317842440.363382715892122
1070.6384990168240350.723001966351930.361500983175965
1080.6767350339547830.6465299320904340.323264966045217
1090.6272971383849940.7454057232300120.372702861615006
1100.5854802511155040.8290394977689910.414519748884496
1110.5325589088973380.9348821822053230.467441091102662
1120.8547460822511630.2905078354976730.145253917748837
1130.8667090019647560.2665819960704880.133290998035244
1140.8939044855602580.2121910288794830.106095514439742
1150.9518147771653370.09637044566932620.0481852228346631
1160.9435922477656070.1128155044687850.0564077522343927
1170.957352543783820.08529491243235910.0426474562161796
1180.9512395599851810.09752088002963740.0487604400148187
1190.9376486074569860.1247027850860280.0623513925430142
1200.9645137652085410.0709724695829170.0354862347914585
1210.9593765253661740.08124694926765120.0406234746338256
1220.951255426462180.09748914707563950.0487445735378197
1230.961581386438170.07683722712365850.0384186135618292
1240.9459382872677870.1081234254644260.0540617127322129
1250.9472183533084850.105563293383030.0527816466915148
1260.9285183534781380.1429632930437250.0714816465218624
1270.9106318521691530.1787362956616930.0893681478308465
1280.8901745863055470.2196508273889050.109825413694453
1290.8516405323890120.2967189352219770.148359467610988
1300.8947015981463560.2105968037072890.105298401853644
1310.8595520956595840.2808958086808320.140447904340416
1320.8738180500203760.2523638999592480.126181949979624
1330.8803834541397040.2392330917205920.119616545860296
1340.8481923800842860.3036152398314280.151807619915714
1350.8195219577588390.3609560844823230.180478042241161
1360.7727203691333520.4545592617332960.227279630866648
1370.7002438739678610.5995122520642770.299756126032139
1380.8653328953820190.2693342092359620.134667104617981
1390.8385567670180540.3228864659638930.161443232981946
1400.775258519344050.4494829613119010.22474148065595
1410.7206650203515590.5586699592968830.279334979648442
1420.5968670637200070.8062658725599860.403132936279993
1430.6456771440655650.708645711868870.354322855934435
1440.4979123683821930.9958247367643850.502087631617807


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level00OK
5% type I error level10.00769230769230769OK
10% type I error level140.107692307692308NOK