Multiple Linear Regression - Estimated Regression Equation
Concernovermistakes[t] = -0.125352338445453 + 0.770919334854652Doubtsaboutactions[t] + 0.295573231590158Parentalexpectations[t] + 0.202170447707957Parentalcritism[t] + 0.543024225850058Personalstandards[t] -0.106005802041174Organization[t] + 0.710976996869086M1[t] -3.28910468985948M2[t] -1.88963794952092M3[t] -2.50928059794326M4[t] -3.67319749042358M5[t] -3.05184560496288M6[t] -2.23347749338627M7[t] -3.60826296671053M8[t] -2.67397849068801M9[t] -1.16907499510196M10[t] -2.84270762453105M11[t] + 0.00455965834326353t + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)-0.1253523384454533.415074-0.03670.9707720.485386
Doubtsaboutactions0.7709193348546520.139195.538600
Parentalexpectations0.2955732315901580.1349212.19070.0301150.015058
Parentalcritism0.2021704477079570.1772441.14060.2559570.127978
Personalstandards0.5430242258500580.0969385.601800
Organization-0.1060058020411740.108083-0.98080.3283780.164189
M10.7109769968690861.744070.40770.6841460.342073
M2-3.289104689859481.725559-1.90610.0586710.029335
M3-1.889637949520921.731896-1.09110.2770980.138549
M4-2.509280597943261.779088-1.41040.1606150.080307
M5-3.673197490423581.758558-2.08880.0385270.019264
M6-3.051845604962881.773031-1.72130.0873970.043699
M7-2.233477493386271.806722-1.23620.2184380.109219
M8-3.608262966710531.765463-2.04380.0428340.021417
M9-2.673978490688011.755091-1.52360.1298590.06493
M10-1.169074995101961.749617-0.66820.5051050.252553
M11-2.842707624531051.799076-1.58010.1163260.058163
t0.004559658343263530.0079370.57450.5665660.283283


Multiple Linear Regression - Regression Statistics
Multiple R0.680421219467895
R-squared0.462973035902178
Adjusted R-squared0.398225104060596
F-TEST (value)7.15039110492259
F-TEST (DF numerator)17
F-TEST (DF denominator)141
p-value2.60091947978935e-12
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation4.43942823848552
Sum Squared Residuals2778.90175493744


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
12427.3368364920501-3.33683649205006
22519.89862337388205.10137662611804
31722.9068949393601-5.90689493936005
41819.0870604570095-1.08706045700949
51817.69043868005700.309561319943035
61618.3937899777426-2.39378997774259
72020.3677290586633-0.367729058663296
81620.5215904689572-4.52159046895723
91821.4377715612131-3.43777156121308
101721.242290769736-4.242290769736
112321.44143928883051.55856071116952
123024.34062761686165.65937238313841
132317.89850066313965.10149933686039
141817.57180668730510.428193312694878
151521.5596159493846-6.55961594938464
161217.457770842005-5.45777084200499
172117.52334841821913.47665158178087
181514.27116925216970.728830747830263
192019.73749014622900.262509853771029
203124.76850956522256.23149043477753
212724.19448694744492.80551305255513
223427.96818030311696.03181969688309
232118.93266570336252.06733429663749
243122.68634866567738.31365133432273
251921.9407199894101-2.94071998941006
261619.0699992162443-3.06999921624426
272021.724482058357-1.72448205835698
282117.86661859312113.13338140687888
292220.4151079850461.58489201495400
301718.4617400392555-1.46174003925550
312419.86633208297254.13366791702748
322528.8765390745664-3.87653907456635
332626.0020190996686-0.00201909966857823
342524.71665781817090.283342181829144
351722.3235648625207-5.32356486252067
363229.23823818672682.76176181327322
373325.98017714998057.01982285001949
381320.5505345585803-7.55053455858034
393228.03278262569083.96721737430916
402525.0704264313399-0.0704264313399201
412925.46174530773863.53825469226141
422221.04761319163890.95238680836113
431817.3976314081920.602368591808006
441720.2827798189262-3.28277981892623
452021.3686394675797-1.36863946757965
461521.2453575636257-6.24535756362572
472021.4291412027766-1.42914120277664
483329.59219969876923.40780030123084
492924.81995582584014.18004417415995
502325.3958184511985-2.39581845119854
512622.78422753956033.21577246043974
521818.5643551657614-0.564355165761443
532017.20886983246432.79113016753572
541110.72593135172070.274068648279334
552829.3670833028862-1.36708330288617
562621.66633243713014.33366756286987
572221.59047862271440.409521377285568
581721.1888892332046-4.18888923320459
591214.5534601467699-2.55346014676993
601423.0780791065479-9.07807910654787
611723.5508870088801-6.55088700888012
622120.12135200585690.878647994143073
631923.1409375453815-4.14093754538147
641822.3516986041967-4.35169860419672
651016.3485059422252-6.34850594222523
662922.9284404536166.07155954638399
673118.385084804872612.6149151951274
681921.4100633233004-2.41006332330042
69919.3733071919333-10.3733071919333
702023.2989911582597-3.29899115825969
712817.013459243365310.9865407566347
721920.1819445901327-1.18194459013272
733026.01538947927883.98461052072125
742926.08236455293102.91763544706896
752621.83733985679254.16266014320754
762319.21969948112793.78030051887212
771321.1542529402690-8.15425294026904
782121.7894404169690-0.789440416968963
791921.2409000284644-2.24090002846443
802821.41022274397176.58977725602832
812324.9404776635274-1.94047766352738
821815.04891077526392.95108922473605
832120.10657193635120.893428063648838
842024.2073562210113-4.20735622101126
852322.59680803286660.403191967133399
862119.91849638002811.0815036199719
872121.9275417455889-0.927541745588918
881522.2523992871160-7.25239928711596
892825.74737620833692.2526237916631
901916.90972656565582.09027343434418
912621.29163117975904.70836882024095
921011.8913995178294-1.89139951782944
931616.5691197955464-0.569119795546397
942222.3164119872438-0.316411987243773
951918.21774370563620.782256294363788
963131.2752758210745-0.275275821074489
973128.07354383885032.92645616114969
982923.97809128355025.02190871644975
991917.88507603718261.11492396281744
1002218.75066766533863.24933233466140
1012321.08990731496571.91009268503429
1021515.5355624652032-0.535562465203189
1032021.8510765528512-1.85107655285122
1041818.4346278902580-0.434627890257954
1052321.53163026725271.46836973274726
1062521.88524973366853.11475026633147
1072116.03044103904834.96955896095174
1082421.8968945246042.10310547539602
1092528.253382630281-3.25338263028099
1101718.5591190876350-1.55911908763502
1111315.2087873031292-2.20878730312918
1122818.42891737114499.57108262885511
1132118.68054563143382.31945436856619
1142527.4869808151687-2.48698081516871
115920.6890767669850-11.6890767669850
1161616.6753334845747-0.675333484574669
1171921.0932981425276-2.09329814252763
1181720.4432810831369-3.44328108313686
1192524.02293629077410.977063709225948
1202017.75642649921592.24357350078408
1212924.28165264051834.7183473594817
1221418.1193248928042-4.11932489280418
1232227.2621139507390-5.26211395073904
1241515.2949209187737-0.294920918773672
1251923.6368883879306-4.63688838793065
1262021.4849155058446-1.48491550584459
1271517.5544092830465-2.55440928304646
1282020.4752333426692-0.475233342669169
1291820.1029756071086-2.10297560710856
1303326.42835288926956.57164711073049
1312223.300171882512-1.30017188251202
1321619.041304708039-3.04130470803901
1331722.1258973592819-5.12589735928187
1341614.16903536202691.83096463797312
1352117.72425346432023.27574653567981
1362627.727103287484-1.72710328748400
1371819.8053204329258-1.80532043292579
1381822.3904862825775-4.39048628257748
1391718.6680996590357-1.66809965903566
1402223.4582287533804-1.45822875338038
1413024.12162076488975.87837923511026
1423028.47495402512961.52504597487039
1432429.9574591028377-5.9574591028377
1442124.0342628393382-3.0342628393382
1452128.674775882773-7.67477588277303
1462926.16780553018882.83219446981117
1473123.99932787605877.00067212394134
1482018.92836189558131.07163810441868
1491613.23769291838792.76230708161209
1502218.57420368243793.42579631756214
1512020.5834557260427-0.583455726042652
1522826.12913957921391.87086042078611
1533826.674174868593711.3258251314063
1542220.7424726601741.25752733982601
1552025.670945595215-5.67094559521501
1561720.6710415220018-3.67104152200176
1572827.45147300684970.548526993150266
1582223.3976286177686-1.39762861776856
1593127.00661910845483.99338089154524


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
210.8535413977038380.2929172045923230.146458602296162
220.7861351838942090.4277296322115820.213864816105791
230.6869894349808510.6260211300382970.313010565019149
240.5997066516684670.8005866966630650.400293348331533
250.5789860058725230.8420279882549540.421013994127477
260.6253575012539160.7492849974921680.374642498746084
270.5624252864619230.8751494270761540.437574713538077
280.4918960486265960.9837920972531910.508103951373404
290.4082787862759820.8165575725519630.591721213724018
300.3333182527610670.6666365055221330.666681747238933
310.2672960669919610.5345921339839210.73270393300804
320.3461466499578420.6922932999156840.653853350042158
330.2753024682995820.5506049365991640.724697531700418
340.2141785415571060.4283570831142130.785821458442894
350.2706583159599400.5413166319198790.72934168404006
360.2350269755562770.4700539511125550.764973024443723
370.2800344920598350.5600689841196690.719965507940165
380.3617179137079150.7234358274158310.638282086292085
390.3379041491065610.6758082982131210.662095850893439
400.2890346607021400.5780693214042790.71096533929786
410.2739440007727230.5478880015454470.726055999227277
420.2228857232585730.4457714465171470.777114276741427
430.2184548026541170.4369096053082330.781545197345883
440.1863532323249690.3727064646499390.81364676767503
450.1609420760666110.3218841521332210.83905792393339
460.1930136208195040.3860272416390070.806986379180496
470.1537102709310960.3074205418621930.846289729068904
480.1435725173804470.2871450347608950.856427482619553
490.1255160213768450.251032042753690.874483978623155
500.1025779066136710.2051558132273410.89742209338633
510.1148311372512170.2296622745024330.885168862748783
520.08932353835378570.1786470767075710.910676461646214
530.07414979004984140.1482995800996830.925850209950159
540.0559192715890590.1118385431781180.94408072841094
550.06669261431788790.1333852286357760.933307385682112
560.08289106416877440.1657821283375490.917108935831226
570.06490397125887810.1298079425177560.935096028741122
580.05958254018643310.1191650803728660.940417459813567
590.04755942986822580.09511885973645160.952440570131774
600.1983820441643980.3967640883287960.801617955835602
610.2492865506583690.4985731013167380.750713449341631
620.2260014313784770.4520028627569540.773998568621523
630.2085644617122930.4171289234245860.791435538287707
640.2145227639945470.4290455279890930.785477236005453
650.2624091077379050.524818215475810.737590892262095
660.283536710849780.567073421699560.71646328915022
670.6114375252228390.7771249495543210.388562474777161
680.5723363113837220.8553273772325560.427663688616278
690.7477553894921590.5044892210156820.252244610507841
700.7291295259164920.5417409481670170.270870474083508
710.9059277587023070.1881444825953860.094072241297693
720.8850528052501890.2298943894996230.114947194749811
730.8828113507657580.2343772984684840.117188649234242
740.8711648767749470.2576702464501050.128835123225053
750.8781492216414640.2437015567170720.121850778358536
760.8717285757783220.2565428484433570.128271424221678
770.9335146564818710.1329706870362580.066485343518129
780.9161068853242860.1677862293514270.0838931146757137
790.905051160184020.1898976796319600.0949488398159798
800.9291512943791370.1416974112417260.070848705620863
810.9167026163463910.1665947673072170.0832973836536085
820.9103919791219880.1792160417560240.0896080208780122
830.888731039596120.2225379208077590.111268960403880
840.883989040455540.2320219190889190.116010959544459
850.8583055586707860.2833888826584280.141694441329214
860.8326587072783920.3346825854432160.167341292721608
870.8021692800075640.3956614399848720.197830719992436
880.8734350428526080.2531299142947840.126564957147392
890.8495701732802810.3008596534394370.150429826719719
900.82437384965260.3512523006947990.175626150347400
910.8482053012617750.303589397476450.151794698738225
920.8211177522473880.3577644955052240.178882247752612
930.80253695879290.3949260824142020.197463041207101
940.7753946180494820.4492107639010360.224605381950518
950.7350962667298650.5298074665402690.264903733270135
960.6900218458422330.6199563083155340.309978154157767
970.6822497658922150.635500468215570.317750234107785
980.7163227862697920.5673544274604160.283677213730208
990.6716289574713540.6567420850572910.328371042528646
1000.6360522088301260.7278955823397470.363947791169874
1010.5967392049396350.8065215901207310.403260795060365
1020.5445756643017980.9108486713964040.455424335698202
1030.5399625285415920.9200749429168160.460037471458408
1040.4851859023100770.9703718046201540.514814097689923
1050.4395196008698780.8790392017397560.560480399130122
1060.4037104242797730.8074208485595450.596289575720227
1070.4447527394985290.8895054789970580.555247260501471
1080.4740763142973760.9481526285947510.525923685702624
1090.4523340858075610.9046681716151230.547665914192438
1100.4001971887591140.8003943775182290.599802811240886
1110.3695430569096710.7390861138193420.630456943090329
1120.734731872191260.5305362556174790.265268127808739
1130.7898504871679070.4202990256641870.210149512832093
1140.7829851997623790.4340296004752420.217014800237621
1150.8502837313942810.2994325372114380.149716268605719
1160.808770919288430.3824581614231390.191229080711569
1170.7867110791668480.4265778416663050.213288920833152
1180.7910518178167090.4178963643665820.208948182183291
1190.7809714211860680.4380571576278650.219028578813932
1200.8506327293025380.2987345413949230.149367270697462
1210.954281499114160.0914370017716820.045718500885841
1220.9365109024586540.1269781950826920.0634890975413462
1230.9608714610145760.0782570779708480.039128538985424
1240.9405447746914770.1189104506170470.0594552253085233
1250.937371612154450.1252567756911010.0626283878455503
1260.9092005161096470.1815989677807060.0907994838903531
1270.8700883561163290.2598232877673430.129911643883671
1280.819527124650770.3609457506984610.180472875349231
1290.9559218794031660.08815624119366760.0440781205968338
1300.9594086086886690.08118278262266280.0405913913113314
1310.9537896728602440.09242065427951150.0462103271397557
1320.9374334852211830.1251330295576330.0625665147788167
1330.9003847520725750.1992304958548510.0996152479274253
1340.8554874166511430.2890251666977130.144512583348857
1350.7775031812163280.4449936375673440.222496818783672
1360.667979690600190.6640406187996210.332020309399811
1370.6300435858093850.739912828381230.369956414190615
1380.7038152947919960.5923694104160080.296184705208004


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 level60.0508474576271186OK