Multiple Linear Regression - Estimated Regression Equation
Concernovermistakes[t] = + 17.7079010523209 + 0.0365943321020009Gender[t] + 0.695145667491058Doubtsaboutactions[t] -0.0783765564644857DoubtsaboutactionsMale[t] -0.223159928154307Parentalexpectations[t] -0.173559424326886ParentalexpectationsMale[t] + 0.323644568786632Parentalcritism[t] -0.511763726976633ParentalcritismMale[t] + 0.320852405582859Personalstandards[t] + 0.182877097980758PersonalstandarsMale[t] -0.529139795925976Organization[t] + 0.187133930397755OrganizationMale[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)17.70790105232091.12879515.687400
Gender0.03659433210200090.0740490.49420.621910.310955
Doubtsaboutactions0.6951456674910580.1170855.937100
DoubtsaboutactionsMale-0.07837655646448570.121858-0.64320.5211090.260554
Parentalexpectations-0.2231599281543070.138236-1.61430.1085980.054299
ParentalexpectationsMale-0.1735594243268860.16425-1.05670.292390.146195
Parentalcritism0.3236445687866320.1838021.76080.0803470.040173
ParentalcritismMale-0.5117637269766330.098292-5.20651e-060
Personalstandards0.3208524055828590.0898973.56910.0004840.000242
PersonalstandarsMale0.1828770979807580.0872252.09660.0377410.01887
Organization-0.5291397959259760.094701-5.587500
OrganizationMale0.1871339303977550.0884542.11560.0360640.018032


Multiple Linear Regression - Regression Statistics
Multiple R0.844823945222742
R-squared0.713727498421718
Adjusted R-squared0.692305746602935
F-TEST (value)33.3178866256824
F-TEST (DF numerator)11
F-TEST (DF denominator)147
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation3.68941928829607
Sum Squared Residuals2000.93675867311


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
12422.8117390528511.18826094714901
22522.23263528120952.76736471879052
31717.0712900982734-0.0712900982733651
41821.3783035869694-3.37830358696944
51820.8088812525145-2.8088812525145
61618.9985991356654-2.99859913566543
72022.8388879355204-2.83888793552037
81622.4993873942026-6.49938739420258
91822.5746073427043-4.57460734270433
101720.0829428527601-3.08294285276007
112320.90113116483482.0988688351652
123022.28721527901777.71278472098228
132316.46535732527576.5346426747243
141822.6031620005044-4.60316200050435
151522.7217390032444-7.72173900324436
161217.5328372699787-5.53283726997872
172121.3445308297347-0.344530829734687
181519.7579247933743-4.7579247933743
192017.49149347884742.50850652115258
203124.00312128511166.99687871488835
212724.86079758802932.13920241197069
223422.140744340368111.8592556596319
232117.68453478407143.31546521592862
243122.10811230545908.89188769454104
251919.1585152993842-0.158515299384178
261617.5147188151967-1.51471881519674
272020.6010089637172-0.601008963717234
282117.80771317272793.19228682727209
292219.47820849863062.52179150136936
301720.225265023517-3.22526502351699
312421.88806486198992.11193513801014
322525.6344735689173-0.634473568917283
332622.73605096711353.26394903288652
342524.17037941136130.829620588638669
351720.2692303807695-3.26923038076951
363228.62961513898843.37038486101158
373326.41006354240486.58993645759517
381322.9508456590843-9.95084565908433
393222.32764353196079.67235646803934
402525.8102790758332-0.810279075833216
412920.19391413904088.8060858609592
422220.77537670715661.22462329284336
431817.69455627786160.305443722138430
441720.7344146349543-3.73441463495426
452021.1888622348383-1.18886223483831
461520.8013020069954-5.80130200699542
472019.80299071362600.197009286374031
483329.59127715868263.40872284131743
492920.42168997294688.57831002705316
502323.7293142522824-0.729314252282376
512623.68926059273512.31073940726488
521819.4000106905263-1.40001069052634
532016.17172896540273.82827103459733
54612.3826532627888-6.3826532627888
5587.59307527912940.406924720870598
561310.65500075074722.34499924925282
57108.002940960861721.99705903913828
5888.37051905183334-0.370519051833336
59710.9530501253590-3.95305012535897
601517.9022858335098-2.90228583350984
6199.26733895850332-0.267338958503316
62109.703332734349560.296667265650435
63129.483933273187762.51606672681224
641313.4497906665922-0.44979066659219
651010.8265675715985-0.826567571598504
66117.004721887008953.99527811299105
6789.77691669093432-1.77691669093432
6896.205755093230062.79424490676994
691312.86254111447880.137458885521231
701110.72795330855670.27204669144329
71810.2898601042278-2.28986010422777
7299.94202337083844-0.942023370838442
7397.005231768602241.99476823139776
74157.884812532417277.11518746758273
7598.22018306914740.779816930852602
761010.0128550669390-0.0128550669389737
771412.41763201373391.5823679862661
781211.62416566087970.375834339120323
791210.68481297957121.31518702042877
801111.1562528010513-0.156252801051291
811411.92774523112742.07225476887264
8268.17293024970463-2.17293024970463
831210.55593067122791.44406932877212
8487.781266869854280.218733130145723
851413.83046986028520.169530139714764
861110.40759937801910.592400621980913
87109.774497916339860.225502083660142
881412.23026347076411.76973652923586
891211.76564752757640.234352472423609
901012.4569330428162-2.45693304281618
911414.0019001188809-0.00190011888091830
9258.10017184343734-3.10017184343734
931112.4135480614905-1.41354806149050
941010.9037275317824-0.903727531782402
9599.67235782007674-0.672357820076742
96106.150545147739323.84945485226068
971610.19504185144555.80495814855448
981312.89874096492250.101259035077521
99911.0635646168111-2.06356461681112
1001012.9168787734598-2.91687877345979
1011010.8163544919866-0.81635449198664
102710.3918490553556-3.39184905535562
10398.092931836824010.907068163175988
10489.4657853717346-1.46578537173460
1051412.79284941144341.20715058855663
1061417.5360240887630-3.53602408876303
107812.9370428116627-4.93704281166275
108913.7892315294793-4.78923152947933
1091414.1982562224062-0.198256222406151
1101415.3960645469042-1.39606454690421
111812.1123350752938-4.11233507529382
11289.52343713494843-1.52343713494843
11387.424185793260490.575814206739514
11477.14369677937642-0.143696779376416
11565.053243023560070.946756976439928
11688.55271855857902-0.552718558579022
11769.21530140868406-3.21530140868406
1181113.9532057872090-2.95320578720898
1191412.8592978396511.14070216034900
1201117.478310416642-6.47831041664202
1211112.5109844305528-1.51098443055278
1221114.7004205395233-3.70042053952332
1231414.5098011424281-0.509801142428057
124810.4344794563191-2.43447945631912
1252011.59681550761558.40318449238454
1261110.18777115191170.812228848088271
127810.0961950603485-2.09619506034849
1281110.57260193200530.427398067994736
129109.62247725509490.377522744905107
1301413.09820530696210.901794693037882
1311113.2630746439127-2.26307464391267
132911.9930008448726-2.99300084487264
13398.813183488731680.186816511268319
134810.3406420843232-2.34064208432323
1351012.1653415762053-2.16534157620527
136136.260801498996286.73919850100372
1371314.3201306238853-1.32013062388528
1381215.8157201479836-3.81572014798365
13989.4911899531388-1.4911899531388
1401316.6756834890563-3.67568348905627
1411417.9360701355344-3.93607013553442
142125.263770428796816.73622957120319
1431416.7984008276639-2.79840082766391
1441515.4109287992392-0.410928799239194
1451312.21648623793050.783513762069489
1461614.19730040116821.80269959883181
147910.1586420511149-1.15864205111490
148911.4954016740183-2.49540167401828
149913.0506218734206-4.0506218734206
15089.28951167527347-1.28951167527347
15178.9453325554941-1.9453325554941
1521613.52592789907302.47407210092696
153115.885371287991325.11462871200868
15499.03249631571158-0.0324963157115857
1551110.49964155000840.500358449991586
156910.5737950934929-1.57379509349289
1571413.64331898718490.356681012815117
1581312.70984578580640.290154214193630
159169.533778586439886.46622141356012


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
150.2991971578990650.5983943157981310.700802842100935
160.3609508035017730.7219016070035470.639049196498227
170.2268250818193980.4536501636387950.773174918180602
180.2647185228783530.5294370457567070.735281477121647
190.4014865212019510.8029730424039020.598513478798049
200.3343431781184980.6686863562369960.665656821881502
210.39579853778290.79159707556580.6042014622171
220.775997672194070.4480046556118610.224002327805931
230.7305070263198360.5389859473603280.269492973680164
240.980115148496040.03976970300792090.0198848515039604
250.9693397148596220.06132057028075530.0306602851403776
260.956573117247740.08685376550452190.0434268827522609
270.942006951503030.1159860969939390.0579930484969697
280.9243450768275680.1513098463448630.0756549231724317
290.8998908759662480.2002182480675030.100109124033752
300.8736852755570680.2526294488858640.126314724442932
310.9447732007086830.1104535985826350.0552267992913175
320.9423095767719440.1153808464561110.0576904232280555
330.9439950822157290.1120098355685420.0560049177842712
340.9646226077827950.07075478443441080.0353773922172054
350.9695730617083570.06085387658328590.0304269382916429
360.9728391330599460.05432173388010810.0271608669400540
370.995146106701070.009707786597860230.00485389329893011
380.999466279064080.001067441871841370.000533720935920684
390.9998481970954870.0003036058090256770.000151802904512839
400.9997613179748850.0004773640502303850.000238682025115193
410.9998728690974830.0002542618050347780.000127130902517389
420.999828102813890.000343794372218690.000171897186109345
430.9998188426014380.0003623147971232430.000181157398561621
440.9997477519002330.0005044961995335860.000252248099766793
450.9996330040536360.0007339918927287070.000366995946364354
460.9998571079568480.0002857840863049170.000142892043152459
470.9998036442970140.000392711405971420.00019635570298571
480.9998184777718060.0003630444563874510.000181522228193726
490.9999998887970582.22405883035720e-071.11202941517860e-07
500.999999806447453.87105097687285e-071.93552548843642e-07
510.9999999893483022.13033968404892e-081.06516984202446e-08
520.999999981223873.75522618160516e-081.87761309080258e-08
5312.74828117060058e-201.37414058530029e-20
5411.01788784506053e-215.08943922530267e-22
5513.3425615886261e-211.67128079431305e-21
5613.40769362733608e-211.70384681366804e-21
5711.07793536907340e-215.38967684536702e-22
5812.71366330445564e-221.35683165222782e-22
5915.24240722160819e-232.62120361080409e-23
6011.24869286440906e-226.2434643220453e-23
6112.61993146770147e-221.30996573385073e-22
6217.7774554357041e-223.88872771785205e-22
6312.66417157228660e-211.33208578614330e-21
6412.92207973755596e-211.46103986877798e-21
6515.81844174948077e-212.90922087474038e-21
6617.45790655643037e-213.72895327821519e-21
6712.42777939756005e-201.21388969878003e-20
6813.33302339836282e-201.66651169918141e-20
6918.88025583734845e-204.44012791867423e-20
7012.37510068848758e-191.18755034424379e-19
7117.54513598720578e-193.77256799360289e-19
7212.0537725367021e-181.02688626835105e-18
7316.09396464965295e-193.04698232482648e-19
7414.07170550909182e-202.03585275454591e-20
7516.43540978424014e-203.21770489212007e-20
7611.7534995379027e-198.7674976895135e-20
7714.48521124842474e-192.24260562421237e-19
7811.46522656784661e-187.32613283923307e-19
7914.61760723273354e-182.30880361636677e-18
8011.15910106462230e-175.79550532311148e-18
8113.66931106294925e-171.83465553147462e-17
8211.14824313964726e-165.74121569823631e-17
8313.15203312976219e-161.57601656488109e-16
8419.54140649788758e-164.77070324894379e-16
850.9999999999999992.83006484819311e-151.41503242409656e-15
860.9999999999999968.27291935542827e-154.13645967771414e-15
870.9999999999999882.32952545756093e-141.16476272878047e-14
880.999999999999975.80764493293664e-142.90382246646832e-14
890.9999999999999311.38276515680589e-136.91382578402947e-14
900.9999999999998283.43925654901153e-131.71962827450577e-13
910.9999999999995489.03420139449364e-134.51710069724682e-13
920.9999999999990251.94945155771048e-129.74725778855238e-13
930.9999999999973955.20944245973803e-122.60472122986902e-12
940.9999999999934361.31273950513607e-116.56369752568036e-12
950.9999999999828883.42248059097691e-111.71124029548845e-11
960.9999999999587748.24518333837681e-114.12259166918841e-11
970.9999999999615137.69745851801688e-113.84872925900844e-11
980.9999999999049771.90046252294446e-109.50231261472228e-11
990.9999999998712972.57405809342816e-101.28702904671408e-10
1000.9999999997408335.18334593187104e-102.59167296593552e-10
1010.9999999993940541.21189227739082e-096.0594613869541e-10
1020.9999999995253799.49243041686492e-104.74621520843246e-10
1030.9999999989863172.02736603236428e-091.01368301618214e-09
1040.999999997510724.97856209707567e-092.48928104853783e-09
1050.999999993988731.20225387934872e-086.01126939674358e-09
1060.9999999902151151.95697692571343e-089.78488462856713e-09
1070.9999999844020113.11959778579486e-081.55979889289743e-08
1080.999999976517034.69659405075203e-082.34829702537601e-08
1090.999999944933991.10132019573977e-075.50660097869887e-08
1100.999999872703212.54593579443315e-071.27296789721657e-07
1110.9999997333769035.33246194055071e-072.66623097027535e-07
1120.999999494166591.01166682213634e-065.0583341106817e-07
1130.999999137345451.72530909959696e-068.6265454979848e-07
1140.99999849103563.01792880118358e-061.50896440059179e-06
1150.9999998203126593.59374682333377e-071.79687341166689e-07
1160.99999956139818.77203798736352e-074.38601899368176e-07
1170.9999990461847041.90763059101826e-069.5381529550913e-07
1180.9999979866189594.02676208274442e-062.01338104137221e-06
1190.9999953639780869.27204382839599e-064.63602191419800e-06
1200.9999929967341841.40065316323677e-057.00326581618383e-06
1210.9999846154396343.07691207314873e-051.53845603657437e-05
1220.9999692701146566.14597706886996e-053.07298853443498e-05
1230.999935198292150.0001296034156981726.4801707849086e-05
1240.9998683969165230.0002632061669548760.000131603083477438
1250.9999999999998213.58009495111676e-131.79004747555838e-13
1260.9999999999989652.07084826342282e-121.03542413171141e-12
1270.9999999999974685.0630867341022e-122.5315433670511e-12
1280.9999999999851922.96165388901380e-111.48082694450690e-11
1290.9999999999159271.68145768138336e-108.40728840691681e-11
1300.9999999995553798.89242404685857e-104.44621202342928e-10
1310.9999999977387784.52244452085649e-092.26122226042825e-09
1320.9999999886399762.27200479962714e-081.13600239981357e-08
1330.9999999469305121.06138975131048e-075.30694875655242e-08
1340.9999997445555465.10888907686234e-072.55444453843117e-07
1350.9999993485337441.30293251296212e-066.51466256481061e-07
1360.9999982528942173.49421156526313e-061.74710578263157e-06
1370.999992775040721.44499185601954e-057.22495928009771e-06
1380.999976523352064.69532958798633e-052.34766479399317e-05
1390.9998934564618030.0002130870763947920.000106543538197396
1400.9995591342620380.0008817314759241020.000440865737962051
1410.9985598117866280.002880376426743580.00144018821337179
1420.9999598091247488.03817505041603e-054.01908752520802e-05
1430.9996309154520910.000738169095817030.000369084547908515
1440.9974515380161320.005096923967736440.00254846198386822


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level1080.830769230769231NOK
5% type I error level1090.838461538461538NOK
10% type I error level1140.876923076923077NOK