Multiple Linear Regression - Estimated Regression Equation
Personal_Standards[t] = + 6.85249471188449 + 0.334156412849869Concern_over_Mistakes[t] -0.370092394686343Doubts_about_actions[t] + 0.1593164710071Parental_Expectations[t] + 0.0649584207606233Parental_Criticism[t] + 0.40340194756281Organization[t] -0.112988112395845M1[t] + 0.30165765044183M2[t] + 0.663745180491903M3[t] + 0.151960848781343M4[t] + 0.37281959143706M5[t] + 1.0266247528337M6[t] + 0.417404861828112M7[t] + 1.66380986838678M8[t] + 1.41001962150359M9[t] + 0.924259509685395M10[t] -0.535671626926254M11[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)6.852494711884492.4787742.76450.0064590.003229
Concern_over_Mistakes0.3341564128498690.0596925.59800
Doubts_about_actions-0.3700923946863430.116287-3.18260.0017930.000897
Parental_Expectations0.15931647100710.1066281.49410.1373590.068679
Parental_Criticism0.06495842076062330.1394340.46590.6420210.32101
Organization0.403401947562810.0761395.298200
M1-0.1129881123958451.367893-0.08260.9342860.467143
M20.301657650441831.3698780.22020.8260260.413013
M30.6637451804919031.3623930.48720.6268740.313437
M40.1519608487813431.4045630.10820.9139970.456999
M50.372819591437061.3995610.26640.7903310.395165
M61.02662475283371.4018810.73230.4651810.23259
M70.4174048618281121.4234880.29320.7697770.384888
M81.663809868386781.3974531.19060.2357970.117898
M91.410019621503591.3821361.02020.3093810.15469
M100.9242595096853951.3717390.67380.5015420.250771
M11-0.5356716269262541.422233-0.37660.7070020.353501


Multiple Linear Regression - Regression Statistics
Multiple R0.622661478001645
R-squared0.387707316187193
Adjusted R-squared0.318716591250539
F-TEST (value)5.61970201854202
F-TEST (DF numerator)16
F-TEST (DF denominator)142
p-value3.06102809766173e-09
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation3.48067319339608
Sum Squared Residuals1720.3421948501


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
12422.59839984911541.40160015088464
22522.35017379910262.64982620089741
33024.2894406049825.71055939501796
41919.969239125828-0.969239125827967
52220.44045101975261.55954898024736
62223.5898612001837-1.58986120018371
72522.34946743703742.65053256296261
82320.73025555258342.26974444741664
91719.5972008934956-2.59720089349562
102121.9972686559548-0.997268655954792
111921.8827978343171-2.88279783431708
121922.8959611609948-3.89596116099485
131522.741273172611-7.74127317261104
141616.891720346986-0.891720346985973
152319.60456113711963.39543886288044
162723.47879821602663.52120178397344
172220.99828039815741.00171960184259
181417.0436984178923-3.04369841789228
192223.8370243671717-1.83702436717173
202325.1848214397522-2.18482143975215
212322.54189942678210.458100573217887
222124.8668720012348-3.86687200123479
231921.5496071654349-2.5496071654349
241823.4211268547222-5.42112685472224
252022.5848651810081-2.58486518100814
262322.1959354038930.804064596106976
272523.32968092837441.67031907162564
281923.0282953297813-4.02829532978134
292423.65785795074540.342142049254587
302221.96805637258950.0319436274104594
312525.1109847781952-0.110984778195152
322624.53741453834171.46258546165829
332923.33328836399645.66671163600361
343225.62148067180576.37851932819433
352520.43109724401424.56890275598576
362923.93607100835955.0639289916405
372824.3940934919943.605906508006
381716.68814001666330.31185998333674
392826.29017674097321.70982325902683
402922.56200853703066.43799146296937
412627.3538958629773-1.35389586297727
422523.99303017012791.00696982987215
431419.3510385979061-5.35103859790606
442523.01823248040331.9817675195967
452622.63579551362263.36420448637736
462020.7051889143151-0.705188914315135
471820.3803193595599-2.38031935955988
483224.20360831545647.79639168454357
492524.43882843738620.561171562613776
502521.29298618352863.70701381647143
512321.02089109107691.97910890892308
522121.801551199464-0.801551199464008
532023.9342381633844-3.93423816338436
541517.0044493080387-2.00444930803874
553026.85634264665723.14365735334275
562426.5232916809371-2.52329168093707
572625.23634907158780.763650928412178
582421.99169804757192.00830195242813
592220.40635678820311.59364321179687
601415.0245112216697-1.02451122166975
612421.67080619376042.32919380623961
622422.61302447447361.38697552552639
632423.40449707147020.595502928529775
642419.74887415745094.25112584254914
651918.22147256378270.778527436217349
663127.35933786556593.64066213443407
672226.6218045032383-4.62180450323831
682722.5966672602384.40333273976202
691918.52668484181940.473315158180569
702522.74606337325082.25393662674918
712023.9538129310552-3.9538129310552
722121.0374369821878-0.0374369821877996
732726.89619092139280.103809078607211
742324.1537863151167-1.15378631511665
752525.7380213530364-0.738021353036382
762021.8920350263386-1.89203502633858
772118.93396748148732.06603251851267
782222.9519985207818-0.951998520781767
792322.98925123710150.0107487628985322
802525.1373752925557-0.13737529255568
812524.37936921822070.620630781779336
821724.3316144685456-7.3316144685456
831920.3586233541285-1.35862335412847
842523.45517829661841.54482170338161
851921.7349870254826-2.73498702548261
862022.7858399135692-2.78583991356919
872622.59152064174893.40847935825114
882320.48768031227542.51231968772456
892724.47390940002592.5260905999741
901721.3651148582308-4.36511485823084
911723.2084174838922-6.20841748389221
921921.3533357694662-2.35333576946622
931720.5748857342479-3.57488573424785
942222.27480789833-0.274807898330005
952122.6288813498089-1.62888134980886
963228.12401714027663.87598285972337
972124.0769821528683-3.07698215286835
982124.1521256301243-3.15212563012434
991821.3723276805754-3.37232768057538
1001820.9103911893702-2.91039118937019
1012322.72076002353680.279239976463159
1021921.0738079701298-2.07380797012977
1032020.753224596279-0.75322459627898
1042123.4845549731727-2.48455497317272
1052024.8675401713321-4.86754017133209
1061719.0776735155312-2.07767351553116
1071819.2790753612779-1.27907536127787
1081920.3131446122449-1.31314461224493
1092221.48785398741890.512146012581074
1101518.4265069306332-3.42650693063323
1111418.9306777030369-4.93067770303689
1121826.4103072897199-8.41030728971993
1132421.4982896343652.501710365635
1143524.082455238222910.9175447617771
1152919.32407211161169.67592788838835
1162122.9796209967813-1.97962099678128
1172521.26660644850263.73339355149745
1182018.87463266578891.12536733421109
1192222.1454594740557-0.1454594740557
1201316.2431973967479-3.24319739674791
1212622.60891805705913.39108194294092
1221716.58226355908920.417736440910772
1232520.29599767562434.70400232437565
1242020.4867606355997-0.486760635599708
1251917.98672765619361.01327234380639
1262122.9975235473161-1.99752354731611
1272220.85615174359081.14384825640918
1282423.8890156795150.110984320484983
1292123.8799128354004-2.87991283540036
1302625.97981955624010.0201804437599126
1312419.64413963369534.35586036630469
1321619.7710716822945-3.7710716822945
1332321.65505798727361.3449420127264
1341820.5118425264845-2.5118425264845
1351622.542310427475-6.54231042747502
1362623.592077637972.40792236202999
1371918.79851573160190.201484268398134
1382117.35279138803413.64720861196585
1392122.1678896151079-1.16788961510787
1402219.86383086746142.13616913253863
1412320.77201448506422.22798551493581
1422925.27451198992443.72548801007562
1432118.31206666275722.68793333724276
1442119.44004760379681.55995239620316
1452321.24335562028281.7566443797172
1462722.74708846714034.2529115328597
1472525.5018999362049-0.501899936204934
1482120.63198134314480.368018656855218
1491016.9816341139897-6.9816341139897
1502023.2178751428864-3.21787514288639
1512622.57433088221113.4256691177889
1522424.7015834687921-0.701583468792133
1532932.3884529959283-3.38845299592828
1541919.2583682415068-0.258368241506766
1552421.02776284169212.97223715830786
1561920.1346277246302-1.13462772463022
1572422.86838792234671.13161207765331
1582221.60856643319550.391433566804476
1591724.0879970083019-7.08799700830191


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
200.7574300882464570.4851398235070860.242569911753543
210.7013053830979880.5973892338040250.298694616902012
220.5794902721491780.8410194557016450.420509727850822
230.4531008279607660.9062016559215310.546899172039234
240.3982957635423150.7965915270846290.601704236457685
250.2959978424784380.5919956849568760.704002157521562
260.2264689383816290.4529378767632580.773531061618371
270.168755297497650.3375105949953010.83124470250235
280.2150910061107410.4301820122214820.784908993889259
290.1532460743528640.3064921487057280.846753925647136
300.12076619651990.24153239303980.8792338034801
310.08903052579353670.1780610515870730.910969474206463
320.05983779762798190.1196755952559640.940162202372018
330.162701365282740.325402730565480.83729863471726
340.2581659208904530.5163318417809070.741834079109546
350.3336457064746240.6672914129492490.666354293525376
360.4736231563110120.9472463126220250.526376843688988
370.452654039260110.9053080785202190.54734596073989
380.3936275624327020.7872551248654040.606372437567298
390.3413246855742970.6826493711485940.658675314425703
400.4787867111968230.9575734223936460.521213288803177
410.4413754495630540.8827508991261080.558624550436946
420.4108684845889360.8217369691778720.589131515411064
430.3824456350363740.7648912700727480.617554364963626
440.3845597739061920.7691195478123850.615440226093808
450.3463203121322230.6926406242644470.653679687867777
460.2922328980622710.5844657961245430.707767101937729
470.2643057607404060.5286115214808130.735694239259594
480.4060585920092670.8121171840185340.593941407990733
490.3509374389208740.7018748778417490.649062561079126
500.3526361294414210.7052722588828410.647363870558579
510.3739622701968310.7479245403936620.626037729803169
520.3252679318897470.6505358637794950.674732068110253
530.3749671052497080.7499342104994150.625032894750292
540.3441893637113450.688378727422690.655810636288655
550.4833877155335120.9667754310670240.516612284466488
560.5153530306553740.9692939386892520.484646969344626
570.4795380634118280.9590761268236560.520461936588172
580.4370277654653320.8740555309306640.562972234534668
590.3909055448357250.781811089671450.609094455164275
600.3531606513568850.7063213027137710.646839348643115
610.3408912973749780.6817825947499570.659108702625022
620.3098174240426190.6196348480852390.69018257595738
630.2824459807317490.5648919614634970.717554019268251
640.3214881484663170.6429762969326340.678511851533683
650.2853686767661680.5707373535323360.714631323233832
660.2870604646005390.5741209292010770.712939535399461
670.3379427084615560.6758854169231110.662057291538445
680.3511919904626860.7023839809253720.648808009537314
690.3078100440938330.6156200881876670.692189955906167
700.2821887249833790.5643774499667580.717811275016621
710.3078265747552850.6156531495105690.692173425244715
720.2674579273454070.5349158546908140.732542072654593
730.2272600466885350.454520093377070.772739953311465
740.1971697209484640.3943394418969290.802830279051536
750.1962152003100220.3924304006200430.803784799689979
760.1760781796591310.3521563593182610.823921820340869
770.167304107711090.3346082154221790.83269589228891
780.1383765940048670.2767531880097340.861623405995133
790.1131899543577920.2263799087155840.886810045642208
800.09397620604256650.1879524120851330.906023793957434
810.07689872512938990.153797450258780.92310127487061
820.1733049593455080.3466099186910150.826695040654492
830.1449724824267250.2899449648534490.855027517573275
840.122750536609680.2455010732193590.87724946339032
850.1131432300461730.2262864600923470.886856769953827
860.1080205290733490.2160410581466990.89197947092665
870.1344502569875840.2689005139751690.865549743012416
880.1338842993380390.2677685986760780.866115700661961
890.1221427532862970.2442855065725940.877857246713703
900.1370229236682440.2740458473364870.862977076331756
910.2223452615713780.4446905231427570.777654738428622
920.2036274023088330.4072548046176660.796372597691167
930.2014658339184510.4029316678369020.798534166081549
940.1670816621614340.3341633243228670.832918337838567
950.1447136155089550.289427231017910.855286384491045
960.1741804455825420.3483608911650850.825819554417458
970.17938109749980.3587621949996010.8206189025002
980.1752431950005910.3504863900011820.824756804999409
990.1696890675974220.3393781351948430.830310932402578
1000.1535778743867160.3071557487734320.846422125613284
1010.1282654944743790.2565309889487570.871734505525621
1020.116020386141730.232040772283460.88397961385827
1030.1108887810559620.2217775621119240.889111218944038
1040.0953862111331430.1907724222662860.904613788866857
1050.1194631579481820.2389263158963640.880536842051818
1060.110664351959290.2213287039185790.88933564804071
1070.1011384619891350.2022769239782710.898861538010865
1080.0797927720794110.1595855441588220.92020722792059
1090.0660014108534540.1320028217069080.933998589146546
1100.066619869552960.133239739105920.93338013044704
1110.0664026659503050.132805331900610.933597334049695
1120.1896617869815880.3793235739631760.810338213018412
1130.1841561109873780.3683122219747550.815843889012623
1140.7093004614532050.5813990770935910.290699538546795
1150.9207161156514040.1585677686971910.0792838843485957
1160.8967818292606080.2064363414787840.103218170739392
1170.9324522192198880.1350955615602230.0675477807801116
1180.9095329394413050.1809341211173890.0904670605586947
1190.925016586440590.1499668271188190.0749834135594094
1200.940928215299410.1181435694011810.0590717847005905
1210.9216450001336460.1567099997327070.0783549998663537
1220.8938294393380440.2123411213239120.106170560661956
1230.9731822850402080.0536354299195850.0268177149597925
1240.9589495228196240.08210095436075160.0410504771803758
1250.9420294024980170.1159411950039670.0579705975019833
1260.9192909553791920.1614180892416160.080709044620808
1270.8911522439292280.2176955121415440.108847756070772
1280.8565617929794060.2868764140411880.143438207020594
1290.8331006495683950.3337987008632090.166899350431605
1300.795659756050790.4086804878984180.204340243949209
1310.7368630073316240.5262739853367520.263136992668376
1320.6662995247124480.6674009505751040.333700475287552
1330.5986420254441790.8027159491116420.401357974555821
1340.5192004936736350.961599012652730.480799506326365
1350.4507747850133790.9015495700267580.549225214986621
1360.3846887547450180.7693775094900370.615311245254982
1370.469536621271030.939073242542060.53046337872897
1380.6579096205848210.6841807588303580.342090379415179
1390.529867836935510.940264326128980.47013216306449


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 level20.0166666666666667OK