Multiple Linear Regression - Estimated Regression Equation
Gender[t] = + 3.88078900333712 + 0.0273651683211434Concernovermistakes[t] + 0.421293104886232Doubtsaboutactions[t] + 0.00115024260981116Parentalexpectations[t] + 0.481242912513191Parentalcritism[t] + 0.0710155481385383Personalstandars[t] -0.598935405599315organization[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)3.880789003337122.7238011.42480.1562740.078137
Concernovermistakes0.02736516832114340.0886530.30870.7579910.378995
Doubtsaboutactions0.4212931048862320.1208793.48520.0006430.000321
Parentalexpectations0.001150242609811160.1272760.0090.9928010.496401
Parentalcritism0.4812429125131910.1015194.74045e-062e-06
Personalstandars0.07101554813853830.0906770.78320.4347470.217374
organization-0.5989354055993150.083351-7.185700


Multiple Linear Regression - Regression Statistics
Multiple R0.921794407753777
R-squared0.849704930166137
Adjusted R-squared0.843772230041116
F-TEST (value)143.223981030584
F-TEST (DF numerator)6
F-TEST (DF denominator)152
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation4.28063629106381
Sum Squared Residuals2785.22475256862


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
102.35527674006072-2.35527674006072
201.05701173816767-1.05701173816767
30-2.099665777240432.09966577724043
410.864106103804110.135893896195891
512.27126534880483-1.27126534880483
61-3.89271865908454.8927186590845
71-2.619348699136443.61934869913644
813.31489464617775-2.31489464617775
912.52724040537770-1.52724040537770
101-1.118184069008592.11818406900859
1102.75286226518875-2.75286226518875
1205.15655243233965-5.15655243233965
1310.5942688065462530.405731193453747
1415.44254270418301-4.44254270418301
1511.24486533471772-0.244865334717718
161-7.016202825104598.0162028251046
1702.17226782522578-2.17226782522578
1815.33120014280533-4.33120014280533
191-1.625415954526752.62541595452675
2005.59508834691179-5.59508834691179
2104.33859809222888-4.33859809222888
2216.37888920798041-5.37888920798041
2313.29100863831267-2.29100863831267
2411.99142395361289-0.991423953612893
251-2.452333070009213.45233307000921
260-0.7036757398660270.703675739866027
271-1.474619602957722.47461960295772
281-0.4319194711478521.43191947114785
2910.5529095712947320.447090428705268
301-1.173126831957072.17312683195707
311-3.945444308442364.94544430844236
3206.4981533739515-6.4981533739515
3302.93204005820789-2.93204005820789
341-1.383121250184022.38312125018402
3511.68612033163599-0.686120331635993
3610.8821040767962810.117895923203719
3711.12772979494499-0.127729794944994
3811.42792873874559-0.427928738745594
3914.41946739007753-3.41946739007753
4011.28687533614392-0.286875336143922
411-0.7160420712114231.71604207121142
4210.6216246342136480.378375365786352
4313.26580579998389-2.26580579998389
441-1.437872372225222.43787237222522
4500.573359067643694-0.573359067643694
461-0.3436944216096121.34369442160961
4712.05855849194662-1.05855849194662
4811.47780049095921-0.47780049095921
4900.750930519615074-0.750930519615074
5012.99429104096763-1.99429104096763
5100.522603793771192-0.522603793771192
521-0.8543770349572111.85437703495721
530-2.845110763964492.84511076396449
541114.3332966653358-3.33329666533579
552829.4924126519392-1.49241265193924
562622.91053618735953.08946381264054
572223.0499600055460-1.04996000554602
581723.1168872333368-6.11688723333682
591219.0028419037980-7.00284190379797
601417.0519929723558-3.05199297235575
611721.9192281585312-4.91922815853123
622122.2934201557706-1.29342015577064
631923.0546560324631-4.05465603246312
641820.8714362697317-2.87143626973166
651019.5713889982832-9.57138899828318
662924.42925633836064.57074366163939
673121.03485367514849.96514632485156
681923.4990375657931-4.49903756579307
69918.7764373316480-9.77643733164795
702022.0327580601907-2.03275806019067
712820.35047961612147.6495203838786
721919.6662239304356-0.66622393043558
733025.29678716446744.70321283553265
742924.58913967980424.41086032019585
752624.2598350634731.740164936527
762319.73640924163563.26359075836436
771321.0301676396542-8.03016763965417
782121.8104085001022-0.810408500102204
791920.9604064911534-1.96040649115335
802822.65999714032795.34000285967211
812323.1017713564233-0.101771356423261
821818.7159398722173-0.715939872217272
832119.80220531878951.19779468121049
842023.9884130167395-3.98841301673948
852318.10209714386394.8979028561361
862121.6608432313075-0.660843231307518
872122.4121695284147-1.41216952841474
881520.5938437229094-5.59384372290941
892824.92292938921263.07707061078740
901918.29153026148630.708469738513742
912619.45777403156876.54222596843127
921018.2428496327671-8.24284963276712
931617.1947467262062-1.19474672620616
942221.88945834796260.110541652037439
951920.1973876549923-1.19738765499231
963130.26157625250130.738423747498724
973121.50964180901219.49035819098787
982923.43104266446825.56895733553179
991918.74540800567830.254591994321693
1002219.05318542521842.94681457478158
1012323.0452531846529-0.0452531846528508
1021519.7697057445387-4.76970574453872
1032022.3053185520451-2.30531855204505
1041821.5001171655234-3.50011716552340
1052319.99500168036193.00499831963808
1062517.55130405583387.44869594416625
1072117.59139443503053.40860556496945
1082419.22530146207594.77469853792407
1092522.07568578243472.92431421756527
1101717.4373548671346-0.437354867134640
1111316.6510400910273-3.65104009102732
1122821.22094851996616.77905148003393
1132120.27520642007830.724793579921674
1142529.7190399945621-4.71903999456207
115922.4184441855314-13.4184441855314
1161620.7938108389790-4.79381083897896
1171923.6425198183784-4.64251981837842
1181718.3555635138014-1.35556351380140
1192522.28643194163072.71356805836928
1202014.13717624727205.86282375272803
1212920.61118093830418.38881906169592
1221417.9638176891147-3.96381768911471
1232222.956090318811-0.956090318810997
1241518.0346173886098-3.03461738860982
1251918.12655754273330.873442457266693
1262023.0924493487775-3.09244934877753
1271520.0100241942237-5.01002419422365
1282021.622530695816-1.62253069581602
1291821.4164663472238-3.4164663472238
1303322.596096477667310.4039035223327
1312221.90044324830960.0995567516903947
1321617.7840724232617-1.78407242326173
1331721.0831067188311-4.0831067188311
1341618.1916792967454-2.19167929674543
1352118.55240409345932.44759590654073
1362626.1496230941262-0.149623094126236
1371819.2639458007277-1.26394580072772
1381820.1267014531789-2.12670145317886
1391720.3771187045320-3.37711870453198
1402220.36064849584331.63935150415672
1413020.12869614904059.87130385095954
1423025.45952113891354.54047886108649
1432424.615261967862-0.615261967861999
1442118.45760838790962.54239161209042
1452123.4431652845378-2.44316528453778
1462923.05875369346465.94124630653539
1473124.08084330664436.91915669335565
1482020.2957634957924-0.295763495792428
1491614.92857621128341.07142378871659
1502220.45555005184691.54444994815310
1512022.1926438976135-2.19264389761348
1522823.72379096557584.27620903442419
1533829.05250811464948.9474918853506
1542219.42894695210732.57105304789269
1552025.5927619696092-5.59276196960924
1561719.6467937804679-2.64679378046792
1572821.56259510450246.43740489549763
1582222.7171213252416-0.717121325241629
1593121.94304504656589.05695495343418


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
100.0004072909553349720.0008145819106699450.999592709044665
112.21216285477553e-054.42432570955105e-050.999977878371452
122.39273947302360e-064.78547894604719e-060.999997607260527
131.28786390163766e-072.57572780327531e-070.99999987121361
142.12200797744121e-084.24401595488241e-080.99999997877992
151.16750403185834e-092.33500806371668e-090.999999998832496
169.03007723211601e-111.80601544642320e-100.9999999999097
176.34810879683548e-111.26962175936710e-100.999999999936519
189.90855974658904e-121.98171194931781e-110.999999999990091
191.28329333087353e-122.56658666174706e-120.999999999998717
201.64055353635786e-133.28110707271571e-130.999999999999836
211.26466847709161e-142.52933695418322e-140.999999999999987
227.55567739798786e-141.51113547959757e-130.999999999999925
231.48946437617379e-142.97892875234758e-140.999999999999985
242.9687809724021e-155.9375619448042e-150.999999999999997
252.79786605926472e-165.59573211852944e-161
261.33664934149003e-162.67329868298007e-161
271.73201706905090e-173.46403413810179e-171
281.70133811953406e-183.40267623906812e-181
293.15072064864349e-196.30144129728698e-191
303.05351684333925e-206.1070336866785e-201
314.93302545509385e-219.8660509101877e-211
326.35950858808717e-221.27190171761743e-211
337.84623206141659e-231.56924641228332e-221
348.48732009581346e-231.69746401916269e-221
351.40143590689700e-232.80287181379401e-231
363.70687078747777e-247.41374157495554e-241
376.720108001447e-251.3440216002894e-241
386.92851755772221e-261.38570351154444e-251
396.01649224281799e-261.20329844856360e-251
409.28337847888918e-271.85667569577784e-261
411.25408906199576e-272.50817812399151e-271
421.64846677782877e-283.29693355565754e-281
431.75810544072036e-293.51621088144072e-291
442.07765787871273e-304.15531575742545e-301
456.0193853697616e-311.20387707395232e-301
467.93640272171126e-321.58728054434225e-311
478.2464631947364e-331.64929263894728e-321
481.54419615383412e-333.08839230766824e-331
497.92515739829067e-341.58503147965813e-331
501.06847272408618e-342.13694544817236e-341
511.18180445461706e-342.36360890923413e-341
521.24300706698948e-352.48601413397896e-351
531.9680276145169e-353.9360552290338e-351
548.23459297625284e-201.64691859525057e-191
553.97127543886718e-107.94255087773436e-100.999999999602872
565.61442384398846e-091.12288476879769e-080.999999994385576
572.50928254760876e-095.01856509521752e-090.999999997490717
586.60710071924501e-091.32142014384900e-080.9999999933929
598.91369180537533e-081.78273836107507e-070.999999910863082
601.28204226659671e-072.56408453319341e-070.999999871795773
618.33016391299592e-081.66603278259918e-070.99999991669836
625.67988494893083e-081.13597698978617e-070.99999994320115
633.40644055530201e-086.81288111060403e-080.999999965935594
642.66609803815739e-085.33219607631478e-080.99999997333902
655.14659591533309e-071.02931918306662e-060.999999485340408
663.13711131503367e-066.27422263006735e-060.999996862888685
670.001503861857944960.003007723715889920.998496138142055
680.001210163358067920.002420326716135830.998789836641932
690.006701337349550460.01340267469910090.99329866265045
700.004865290374897660.009730580749795330.995134709625102
710.03796777616553890.07593555233107780.962032223834461
720.02997288550999680.05994577101999350.970027114490003
730.04757965127032070.09515930254064140.95242034872968
740.08132847721015440.1626569544203090.918671522789846
750.07099782499046910.1419956499809380.929002175009531
760.08186471994985730.1637294398997150.918135280050143
770.1806623806524470.3613247613048940.819337619347553
780.1548993369594680.3097986739189360.845100663040532
790.1324755412818480.2649510825636970.867524458718152
800.1812864807381980.3625729614763950.818713519261802
810.1579248003367250.3158496006734500.842075199663275
820.1389515488323350.2779030976646710.861048451167665
830.1254660593427160.2509321186854320.874533940657284
840.1153339939718840.2306679879437680.884666006028116
850.1331598552184020.2663197104368050.866840144781598
860.1108026077920490.2216052155840990.88919739220795
870.09125653024425240.1825130604885050.908743469755748
880.1302531290383770.2605062580767530.869746870961623
890.1345576392557360.2691152785114710.865442360744264
900.1156649023041520.2313298046083030.884335097695848
910.1652673779633700.3305347559267390.83473262203663
920.2318482733524770.4636965467049540.768151726647523
930.2013505906126400.4027011812252790.79864940938736
940.1712894861326150.3425789722652290.828710513867385
950.1450982078757470.2901964157514950.854901792124253
960.1202102646170280.2404205292340560.879789735382972
970.2364954898808320.4729909797616630.763504510119168
980.2567552125941020.5135104251882030.743244787405898
990.2230794277499740.4461588554999480.776920572250026
1000.2166767878388840.4333535756777680.783323212161116
1010.1834918446901130.3669836893802260.816508155309887
1020.184766864589530.369533729179060.81523313541047
1030.1570536704185200.3141073408370390.84294632958148
1040.1372647533794590.2745295067589180.862735246620541
1050.1236394806581500.2472789613163010.87636051934185
1060.1719622584386820.3439245168773640.828037741561318
1070.1847411477890850.3694822955781710.815258852210915
1080.2288751375406310.4577502750812620.771124862459369
1090.2049658349766170.4099316699532350.795034165023383
1100.1822138196486260.3644276392972520.817786180351374
1110.1594832135715740.3189664271431490.840516786428426
1120.2883843096980820.5767686193961640.711615690301918
1130.2954419916619810.5908839833239620.704558008338019
1140.3133350349296170.6266700698592340.686664965070383
1150.57598724329790.84802551340420.4240127567021
1160.5545043474123580.8909913051752850.445495652587642
1170.5469333324819720.9061333350360560.453066667518028
1180.505789659180610.988420681638780.49421034081939
1190.4658382788479490.9316765576958990.534161721152051
1200.5387067045940690.9225865908118620.461293295405931
1210.6437101315068260.7125797369863490.356289868493174
1220.6230908597383400.7538182805233210.376909140261660
1230.6142029653007690.7715940693984620.385797034699231
1240.5822820770858050.835435845828390.417717922914195
1250.5958522803550230.8082954392899530.404147719644976
1260.6155655540896310.7688688918207380.384434445910369
1270.6060062208570020.7879875582859950.393993779142998
1280.5603236212644160.8793527574711670.439676378735584
1290.5165643344313260.9668713311373490.483435665568674
1300.6757898345626010.6484203308747980.324210165437399
1310.6142174825857740.7715650348284530.385782517414226
1320.5518994147727510.8962011704544980.448100585227249
1330.5318723719580750.936255256083850.468127628041925
1340.5040321341071410.9919357317857180.495967865892859
1350.4415947012485980.8831894024971960.558405298751402
1360.3954733457016470.7909466914032940.604526654298353
1370.3710261620747860.7420523241495730.628973837925214
1380.3890670951867210.7781341903734410.610932904813279
1390.3203871455822740.6407742911645490.679612854417726
1400.25272943014770.50545886029540.7472705698523
1410.3126642520032630.6253285040065260.687335747996737
1420.2728806009707190.5457612019414370.727119399029281
1430.2056927998608230.4113855997216450.794307200139177
1440.1494126447316990.2988252894633980.850587355268301
1450.2022785508691150.404557101738230.797721449130885
1460.1417598131995750.2835196263991510.858240186800425
1470.1808173688146830.3616347376293660.819182631185317
1480.1076887890967900.2153775781935810.89231121090321
1490.05777675298437760.1155535059687550.942223247015622


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level600.428571428571429NOK
5% type I error level610.435714285714286NOK
10% type I error level640.457142857142857NOK