Multiple Linear Regression - Estimated Regression Equation
neat[t] = + 1.91248932919395 + 0.22582746701983fail[t] -0.0151695182184149performance[t] + 0.0407018900354282goals[t] + 0.408125426799028`organized `[t] -0.108520379228040M1[t] -0.320677772100933M2[t] -0.0523926228821235M3[t] -0.100794438378459M4[t] -0.0408498667731373M5[t] -0.325277806373867M6[t] -0.129584987021746M7[t] -0.168273241267620M8[t] + 0.353475024355944M9[t] + 0.368840159639130M10[t] + 0.0953099758679434M11[t] -0.00910905651160431t + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)1.912489329193950.5063513.7770.0002330.000116
fail0.225827467019830.0704893.20370.0016750.000838
performance-0.01516951821841490.078959-0.19210.8479240.423962
goals0.04070189003542820.0743550.54740.5849620.292481
`organized `0.4081254267990280.0868224.70076e-063e-06
M1-0.1085203792280400.3161-0.34330.7318730.365937
M2-0.3206777721009330.314246-1.02050.3092420.154621
M3-0.05239262288212350.320743-0.16330.8704770.435238
M4-0.1007944383784590.321759-0.31330.7545420.377271
M5-0.04084986677313730.322792-0.12660.8994740.449737
M6-0.3252778063738670.320407-1.01520.3117360.155868
M7-0.1295849870217460.32523-0.39840.6909030.345452
M8-0.1682732412676200.323169-0.52070.6033880.301694
M90.3534750243559440.3208611.10160.2724790.136239
M100.3688401596391300.3238681.13890.2566790.128339
M110.09530997586794340.3209170.2970.7669060.383453
t-0.009109056511604310.00162-5.623100


Multiple Linear Regression - Regression Statistics
Multiple R0.661871167577602
R-squared0.438073442470539
Adjusted R-squared0.374757774016515
F-TEST (value)6.91887889944086
F-TEST (DF numerator)16
F-TEST (DF denominator)142
p-value1.57234225639513e-11
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation0.812915986590508
Sum Squared Residuals93.8382009781274


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
144.88643493745207-0.886434937452065
243.805388127228880.194611872771119
344.72404948557196-0.724049485571957
443.966351457892720.0336485421072819
543.634593918004420.36540608199558
654.131775403673130.86822459632687
743.694769126293390.305230873706614
833.63660896193731-0.63660896193731
944.10854628101384-0.108546281013841
1044.42203360687611-0.42203360687611
1144.04282106830405-0.0428210683040475
1243.908062999487670.0919370005123304
1343.820772600184860.179227399815144
1423.16584835218432-1.16584835218432
1533.72942807477700-0.729428074777004
1644.50135852717092-0.501358527170923
1733.85200688659334-0.85200688659334
1822.74221903688295-0.74221903688295
1943.770586025138540.229413974861463
2033.72278871438106-0.722788714381059
2134.49159442694968-1.49159442694968
2244.7492103445581-0.749210344558104
2333.97421428020022-0.974214280200224
2433.82909335778525-0.829093357785248
2544.11958934884463-0.119589348844633
2643.330604267493720.669395732506282
2743.830777345439170.169222654560832
2843.73256458339580.267435416604200
2943.824101988524950.175898011475055
3043.449161212341750.550838787658245
3154.576929116091820.423070883908183
3243.654181926277240.345818073722764
3343.858096624084640.141903375915358
3444.86290151623348-0.862901516233478
3533.67978002507657-0.67978002507657
3644.66096882055554-0.660968820555541
3733.90938649099704-0.909386490997039
3843.396058312740270.60394168725973
3944.17312360133958-0.173123601339577
4033.67912731351039-0.679127313510391
4154.348746204204550.651253795795448
4243.606381891257760.393618108742238
4333.52643629704302-0.52643629704302
4433.70163883610017-0.701638836100169
4534.07268197546836-1.07268197546836
4643.797239178966270.202760821033733
4743.714895033886290.285104966113707
4844.14353471561726-0.143534715617261
4943.574250345837960.425749654162042
5043.28194296998120.718057030018798
5143.627329507379080.372670492620921
5243.513947227117300.486052772882704
5354.013610059045470.98638994095453
5432.611760480462810.388239519537192
5533.45302284431938-0.45302284431938
5654.084686982036000.915313017963995
5754.371498724128130.628501275871866
5843.969629376100690.0303706238993117
5943.843755723780080.156244276219918
6032.418387112714180.581612887285822
6143.424239777663280.575760222336722
6243.202973328278780.79702667172122
6353.277023844001581.72297615599842
6443.363936658942620.636063341057384
6543.244816115270350.755183884729653
6654.118290727087390.881709272912612
6743.840877654875030.159122345124967
6833.11559794305807-0.115597943058065
6943.602704780353010.397295219646989
7044.08614816498127-0.0861481649812668
7143.539807184848420.460192815151579
7243.447730053482080.552269946517916
7344.20024383217973-0.200243832179727
7443.93827549275980.0617245072401984
7543.604200581683580.395799418316423
7633.78768669491388-0.787686694913881
7743.754290812731540.245709187268461
7833.05262838982018-0.0526283898201764
7953.621805207642711.37819479235729
8042.793652268702791.20634773129721
8153.688884532796761.31111546720324
8253.669608239751331.33039176024867
8343.386968999468540.613031000531463
8443.097424390104590.902575609895412
8543.814042943386620.185957056613381
8643.169481548984680.830518451015322
8743.269064436524490.730935563475505
8854.101672961792070.898327038207927
8943.321088105069320.678911894930681
9032.902617821645500.0973821783545034
9143.089201584486010.910798415513987
9233.32027553179700-0.320275531797005
9343.343385534039080.656614465960921
9442.967048557828651.03295144217135
9543.726487638163740.273512361836258
9643.673133349418220.326866650581779
9743.730266637064380.269733362935619
9833.33706508149928-0.337065081499283
9933.14939290478664-0.149392904786644
10033.02084110630645-0.0208411063064463
10133.61990485372910-0.619904853729096
10232.834011033541670.165988966458327
10322.39983237336713-0.399832373367134
10432.957627967406300.042372032593703
10553.934264011571131.06573598842887
10623.06086259209742-1.06086259209742
10722.81609762464485-0.816097624644849
10832.473509224232260.52649077576774
10932.971835546887860.0281644531121445
11022.8064405057572-0.806440505757201
11122.79908724140915-0.799087241409148
11242.599980299657441.40001970034256
11332.212351351515300.787648648484702
11412.27106837394815-1.27106837394815
11512.72135387663872-1.72135387663872
11612.07277032570442-1.07277032570442
11723.53091455714499-1.53091455714499
11823.35204505893217-1.35204505893217
11932.309026373305170.690973626694833
12012.32067103885238-1.32067103885238
12132.254106346746760.745893653253241
12212.24830451078349-1.24830451078349
12322.94113840210674-0.94113840210674
12412.67296958129738-1.67296958129738
12522.94963256341093-0.949632563410932
12622.4737976075194-0.473797607519399
12732.627214716717880.372785283282117
12822.80524487298024-0.805244872980235
12923.31788408209219-1.31788408209219
13042.507889307265721.49211069273428
13123.01596854876397-1.01596854876397
13233.33484446140187-0.334844461401867
13322.59362498544196-0.593624985441963
13412.34682616424045-1.34682616424045
13522.8469992421859-0.846999242185903
13632.802678840981760.197321159018235
13711.60077808665618-0.600778086656181
13822.45021359087007-0.450213590870075
13922.31007570698242-0.310075706982419
14032.180874616154090.819125383845914
14132.734215715301470.265784284698527
14231.949753312292011.05024668770799
14343.431697565141100.568302434858904
14442.999708316242781.00029168375721
14523.11073396472818-1.11073396472818
14632.040050008103590.959949991896412
14732.948348512848070.0516514871519341
14822.25688474702127-0.256884747021268
14912.62407905524456-1.62407905524456
15022.35607443094924-0.356074430949238
15122.36789547040395-0.367895470403951
15242.954051053465331.04594894653467
15342.945328755056711.05467124494329
15422.60563074411679-0.60563074411679
15532.5184799344170.481520065583001
15622.69293216010592-0.69293216010592
15742.590472242584691.40952775741531
15821.930741329964340.0692586700356638
15943.080036819947060.91996318005294


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
200.4286681390447910.8573362780895820.571331860955209
210.277336045790560.554672091581120.72266395420944
220.2407609484984640.4815218969969270.759239051501536
230.1775048179863530.3550096359727060.822495182013647
240.1103886359646640.2207772719293290.889611364035335
250.06635467896980850.1327093579396170.933645321030191
260.0405948073138860.0811896146277720.959405192686114
270.1070944630473190.2141889260946380.892905536952681
280.09134331907985880.1826866381597180.908656680920141
290.06079812432456480.1215962486491300.939201875675435
300.04295511561207720.08591023122415430.957044884387923
310.05642020795376360.1128404159075270.943579792046236
320.05162018598903420.1032403719780680.948379814010966
330.05519507625579320.1103901525115860.944804923744207
340.05872680712205730.1174536142441150.941273192877943
350.06168142061710020.1233628412342000.9383185793829
360.04511354586705460.09022709173410920.954886454132945
370.05046565632946140.1009313126589230.949534343670539
380.05898361374798770.1179672274959750.941016386252012
390.04933708010746840.09867416021493680.950662919892532
400.04392834493281070.08785668986562150.95607165506719
410.03589710652940530.07179421305881050.964102893470595
420.02425397252830550.04850794505661110.975746027471694
430.02037271109879920.04074542219759850.9796272889012
440.01746958978274550.03493917956549110.982530410217254
450.02509532109060460.05019064218120910.974904678909395
460.02074795075530390.04149590151060780.979252049244696
470.02270677293536740.04541354587073480.977293227064633
480.01910274804077250.03820549608154510.980897251959228
490.01572518118073530.03145036236147060.984274818819265
500.01074756669855380.02149513339710770.989252433301446
510.009648065711070340.01929613142214070.99035193428893
520.007325018006962910.01465003601392580.992674981993037
530.006104446922452120.01220889384490420.993895553077548
540.003978339352774520.007956678705549040.996021660647226
550.006635167855815210.01327033571163040.993364832144185
560.008910671018007320.01782134203601460.991089328981993
570.007346537245686960.01469307449137390.992653462754313
580.005233746791843290.01046749358368660.994766253208157
590.003491403673857050.006982807347714110.996508596326143
600.003428984262526410.006857968525052820.996571015737474
610.002397735269104870.004795470538209740.997602264730895
620.001640338089123880.003280676178247760.998359661910876
630.003464867884153940.006929735768307870.996535132115846
640.002439101356608090.004878202713216170.997560898643392
650.001816084349842120.003632168699684240.998183915650158
660.001278678014683350.002557356029366690.998721321985317
670.0008269100129848820.001653820025969760.999173089987015
680.0006671783921395180.001334356784279040.99933282160786
690.000417638042754790.000835276085509580.999582361957245
700.0002876582500467010.0005753165000934010.999712341749953
710.0002294309755840820.0004588619511681640.999770569024416
720.0001420610425295930.0002841220850591860.99985793895747
730.0001332331792463720.0002664663584927440.999866766820754
740.0001046432900407620.0002092865800815250.99989535670996
756.30375019059781e-050.0001260750038119560.999936962498094
760.0001359598101057570.0002719196202115140.999864040189894
770.0001117441608065970.0002234883216131940.999888255839193
780.0001267163253915710.0002534326507831420.999873283674608
790.0001884902406534530.0003769804813069050.999811509759347
800.0002180887245682500.0004361774491364990.999781911275432
810.0002961649425522150.000592329885104430.999703835057448
820.0004542707503912560.0009085415007825110.999545729249609
830.0003118096519347840.0006236193038695680.999688190348065
840.000245707907747560.000491415815495120.999754292092252
850.0001577968966527860.0003155937933055720.999842203103347
860.0001457016026243950.0002914032052487890.999854298397376
870.0001168233079927680.0002336466159855370.999883176692007
889.44260565070915e-050.0001888521130141830.999905573943493
897.32996667704886e-050.0001465993335409770.99992670033323
908.55492302300503e-050.0001710984604601010.99991445076977
910.0001262596083803830.0002525192167607660.99987374039162
920.0001418169311777710.0002836338623555430.999858183068822
930.0001599050555409450.0003198101110818890.99984009494446
940.0002263228381449480.0004526456762898970.999773677161855
950.0001916528341978830.0003833056683957670.999808347165802
960.0001440135571967530.0002880271143935060.999855986442803
970.0001059767744930260.0002119535489860520.999894023225507
980.0001219465877799970.0002438931755599950.99987805341222
990.0001473150321788720.0002946300643577450.999852684967821
1000.0001610543767609280.0003221087535218560.99983894562324
1010.0002054340739101990.0004108681478203970.99979456592609
1020.0002716058035269760.0005432116070539510.999728394196473
1030.0002587174021391550.0005174348042783110.99974128259786
1040.0002034496303711950.000406899260742390.999796550369629
1050.001689695766513530.003379391533027070.998310304233486
1060.001633302280572790.003266604561145580.998366697719427
1070.001605293560227090.003210587120454170.998394706439773
1080.001362009918789480.002724019837578950.99863799008121
1090.001248230891009130.002496461782018260.99875176910899
1100.002006061386372930.004012122772745870.997993938613627
1110.002976170654902500.005952341309805010.997023829345097
1120.02906803084294180.05813606168588360.970931969157058
1130.06041653954270220.1208330790854040.939583460457298
1140.08595361056481650.1719072211296330.914046389435184
1150.1621742759351950.324348551870390.837825724064805
1160.1912991089791910.3825982179583820.808700891020809
1170.1969076510786270.3938153021572540.803092348921373
1180.2005454766335760.4010909532671520.799454523366424
1190.2167818447510670.4335636895021350.783218155248933
1200.2430327951549390.4860655903098780.756967204845061
1210.2559149216984720.5118298433969430.744085078301528
1220.2417801859400030.4835603718800050.758219814059997
1230.2106610331059070.4213220662118140.789338966894093
1240.2207156696351890.4414313392703770.779284330364811
1250.2269854649005210.4539709298010430.773014535099479
1260.1787036095511700.3574072191023390.82129639044883
1270.198512946566470.397025893132940.80148705343353
1280.2359410711156420.4718821422312830.764058928884358
1290.2460131616334160.4920263232668310.753986838366584
1300.3276804262825460.6553608525650930.672319573717454
1310.3247573515156950.649514703031390.675242648484305
1320.2495473745130230.4990947490260460.750452625486977
1330.2105854025177290.4211708050354590.78941459748227
1340.2940353785856770.5880707571713540.705964621414323
1350.4424715756046920.8849431512093840.557528424395308
1360.3623253806262520.7246507612525040.637674619373748
1370.3034953693188940.6069907386377870.696504630681106
1380.1973705148930600.3947410297861200.80262948510694
1390.1282288106919260.2564576213838520.871771189308074


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level540.45NOK
5% type I error level690.575NOK
10% type I error level770.641666666666667NOK