Multiple Linear Regression - Estimated Regression Equation
neat[t] = + 3.21891279228362 + 0.0516504616509237fail[t] -0.0871109318539845performance[t] + 0.119903178282154goals[t] + 0.0433235060326741`right `[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)3.218912792283620.30995110.385200
fail0.05165046165092370.0743540.69470.4883260.244163
performance-0.08711093185398450.074886-1.16330.2465390.123269
goals0.1199031782821540.0691721.73340.0850360.042518
`right `0.04332350603267410.072480.59770.5509030.275451


Multiple Linear Regression - Regression Statistics
Multiple R0.185351963661483
R-squared0.0343553504331678
Adjusted R-squared0.0091097386797866
F-TEST (value)1.36084444175002
F-TEST (DF numerator)4
F-TEST (DF denominator)153
p-value0.250158771852256
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation0.792631195123482
Sum Squared Residuals96.1244243568806


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
143.904663432227360.0953365677726389
243.801362508925460.198637491074545
343.885805217004550.114194782995451
443.68145933064330.318540669356698
543.714251577071470.285748422928529
653.68145933064331.3185406693567
743.618813689599240.381186310400763
833.67313237502505-0.673132375025052
943.596552702775570.403447297224429
1043.801362508925460.198637491074544
1143.517768726539840.482231273460164
1243.386870368864540.613129631135458
1343.474445220507160.525554779492838
1423.48497648011167-1.48497648011167
1533.74971204727453-0.749712047274532
1643.635467600835740.364532399164264
1733.47444522050716-0.474445220507162
1823.47444522050716-1.47444522050716
1943.507237466935330.492762533064668
2033.50723746693533-0.507237466935332
2133.81975680435957-0.819756804359573
2243.904199512438670.095800487561333
2333.63767190482199-0.637671904821991
2433.56109223257251-0.561092232572511
2543.517768726539840.482231273460164
2643.575490183566560.424509816433437
2743.757575083104150.242424916895855
2843.594348398789320.405651601210683
2943.714251577071470.285748422928529
3043.474445220507160.525554779492838
3153.860876006405991.13912399359401
3243.713787657282840.286212342717165
3344.02410269072082-0.0241026907208213
3443.885805217004550.114194782995451
3533.66260111542055-0.662601115420547
3643.904199512438670.095800487561333
3733.76590203872239-0.765902038722395
3843.604879658393820.395120341606179
3943.904199512438670.095800487561333
4033.8880095209908-0.888009520990804
4153.895872556820421.10412744317958
4243.689322366472910.310677633527085
4333.47444522050716-0.474445220507162
4433.54269793713839-0.542697937138393
4533.71425157707147-0.714251577071471
4643.498910511317080.501089488682917
4743.517768726539840.482231273460164
4843.904199512438670.095800487561333
4943.714251577071470.285748422928529
5043.50677354714670.493226452853304
5143.88800952099080.111990479009196
5243.594348398789320.405651601210683
5353.714251577071471.28574842292853
5433.46658218467755-0.466582184677549
5533.45291878150952-0.452918781509518
5653.809225544755071.19077445524493
5753.714251577071471.28574842292853
5843.714251577071470.285748422928529
5943.629808868992380.370191131007622
6033.38953859263943-0.389538592639433
6143.637671904821990.362328095178009
6243.594348398789320.405651601210683
6353.662601115420551.33739888457945
6443.561092232572510.438907767427489
6543.629808868992380.370191131007622
6654.024566610509460.975433389490542
6743.860876006405990.139123993594007
6833.66260111542055-0.662601115420547
6943.629808868992380.370191131007622
7043.765902038722400.234097961277605
7143.577746143809010.42225385619099
7243.68145933064330.318540669356699
7343.730441568519330.269558431480666
7443.697185402302530.302814597697472
7543.678791106868410.321208893131589
7633.81755250037332-0.817552500373319
7743.680995410854670.319004589145335
7833.63767190482199-0.637671904821991
7953.561556152361151.43844384763885
8043.54002971336350.459970286636498
8153.550560972968011.44943902703199
8253.431121714474491.56887828552551
8343.561092232572510.438907767427489
8443.542697937138390.457302062861607
8543.699853626077420.300146373922581
8643.569419188190760.43058081180924
8743.670464151250160.329535848749839
8853.991310444292651.00868955570735
8943.904199512438670.095800487561333
9033.47444522050716-0.474445220507162
9143.561092232572510.438907767427489
9233.70638854124186-0.706388541241858
9343.55322919674290.446770803257103
9443.542697937138390.457302062861607
9543.594348398789320.405651601210683
9643.659932891645660.340067108354343
9743.732645872505590.267354127494411
9833.68665414269802-0.686654142698024
9933.6814593306433-0.681459330643301
10033.38733428865318-0.387334288653178
10133.86087600640599-0.860876006405993
10233.59434839878932-0.594348398789317
10323.47177699673227-1.47177699673227
10433.50723746693533-0.507237466935332
10553.800898589136821.19910141086318
10623.63160090944619-1.63160090944619
10723.6814593306433-1.6814593306433
10833.52609568215809-0.526095682158086
10933.59388447900068-0.59388447900068
110NANA0.438443847638853
11143.621069649841680.378930350158316
11244.76590203872239-0.765902038722395
11334.7825042937027-1.78250429370270
11422.91293873158936-0.91293873158936
11532.542697937138390.457302062861607
11645.62714064521749-1.62714064521749
11721.714251577071470.285748422928529
11843.689322366472910.310677633527085
11945.59655270277557-1.59655270277557
12022.93965998264173-0.939659982641728
12133.46611826488891-0.466118264888913
12233.63767190482199-0.637671904821991
12332.509905690710220.490094309289777
12443.604415738605180.395584261394815
12543.387334288653180.612665711346822
12644.85301297057638-0.85301297057638
12732.757575083104150.242424916895855
12843.714251577071470.285748422928529
12943.860876006405990.139123993594007
13045.55102489275664-1.55102489275664
13121.526095682158090.473904317841914
13242.888009520990801.11199047900920
13354.586485362959700.413514637040297
13443.517768726539840.482231273460164
13543.678327187079770.321672812920226
13644.54269793713839-0.542697937138393
13735.63767190482199-2.63767190482199
13810.5943483987893170.405651601210683
13944.68932236647291-0.689322366472915
14033.68932236647291-0.689322366472915
14133.76590203872239-0.765902038722395
14235.80609340119154-2.80609340119154
14310.7515040877283430.248495912271657
14442.343546862831871.65645313716813
14554.852549050787740.147450949212257
14644.60221143461893-0.60221143461893
14732.594348398789320.405651601210683
14844.34621508660676-0.346215086606758
14932.474445220507160.525554779492838
15043.801362508925460.198637491074544
15143.947523018471340.0524769815286590
15242.676122883093521.32387711690648
15356.43112171447449-1.43112171447449
15422.72211461290108-0.722114612901085
15533.59434839878932-0.594348398789317
15632.664393155874360.335606844125642
15743.714251577071470.285748422928529
15844.49017129216639-0.490171292166389
1593NANA


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
80.2580564424897010.5161128849794010.741943557510299
90.2288992343029280.4577984686058560.771100765697072
100.1382262084815880.2764524169631770.861773791518412
110.1092565274583840.2185130549167680.890743472541616
120.05951009467327930.1190201893465590.94048990532672
130.04309565571272210.08619131142544430.956904344287278
140.335060117433880.670120234867760.66493988256612
150.3662971985841720.7325943971683430.633702801415828
160.2997904856655050.5995809713310110.700209514334495
170.2650901408612910.5301802817225820.734909859138709
180.4283148128311270.8566296256622550.571685187168873
190.3641280203816550.728256040763310.635871979618345
200.3374180938400940.6748361876801880.662581906159906
210.3659305560059470.7318611120118950.634069443994053
220.2971360707948730.5942721415897470.702863929205127
230.2767278644408710.5534557288817430.723272135559129
240.2301363556490430.4602727112980860.769863644350957
250.2196904132236240.4393808264472480.780309586776376
260.1728124787662740.3456249575325480.827187521233726
270.1325885327087350.2651770654174700.867411467291265
280.1076012568542980.2152025137085970.892398743145702
290.08013336446427290.1602667289285460.919866635535727
300.07316169429433760.1463233885886750.926838305705662
310.08910749091457620.1782149818291520.910892509085424
320.06642738181269270.1328547636253850.933572618187307
330.05251152698811860.1050230539762370.947488473011881
340.0395170584432540.0790341168865080.960482941556746
350.040646722552370.081293445104740.95935327744763
360.02914868970156990.05829737940313980.97085131029843
370.03659146193053050.0731829238610610.96340853806947
380.03333289526068180.06666579052136360.966667104739318
390.02382560889181450.04765121778362890.976174391108185
400.02382520398150930.04765040796301850.97617479601849
410.03410303313514180.06820606627028360.965896966864858
420.0254491688897050.050898337779410.974550831110295
430.02051092141439430.04102184282878860.979489078585606
440.01679389746824950.03358779493649910.98320610253175
450.01700838219089760.03401676438179520.982991617809102
460.01343573717616480.02687147435232970.986564262823835
470.01120059726062510.02240119452125020.988799402739375
480.007934568163750240.01586913632750050.99206543183625
490.005709721777772820.01141944355554560.994290278222227
500.004055820499138250.00811164099827650.995944179500862
510.002801017283510060.005602034567020120.99719898271649
520.002115681891675930.004231363783351870.997884318108324
530.004527432270756560.009054864541513110.995472567729243
540.003256843579369090.006513687158738180.996743156420631
550.004156395682253660.008312791364507320.995843604317746
560.006334624714176050.01266924942835210.993665375285824
570.01155541950238070.02311083900476140.98844458049762
580.008517409715312140.01703481943062430.991482590284688
590.006928830607996330.01385766121599270.993071169392004
600.005152651928067130.01030530385613430.994847348071933
610.003840075436839770.007680150873679540.99615992456316
620.002902751487953740.005805502975907490.997097248512046
630.005895333259631390.01179066651926280.994104666740369
640.004718948097703920.009437896195407840.995281051902296
650.003660347547059920.007320695094119850.99633965245294
660.004203628304001190.008407256608002380.995796371696
670.003038583122137610.006077166244275220.996961416877862
680.003108601999498310.006217203998996610.996891398000502
690.002406256508146250.00481251301629250.997593743491854
700.001721128377084330.003442256754168660.998278871622916
710.001280120795655210.002560241591310420.998719879204345
720.000932115438040360.001864230876080720.99906788456196
730.0006706321990854410.001341264398170880.999329367800915
740.0004598587714995330.0009197175429990660.9995401412285
750.0003260234323200050.000652046864640010.99967397656768
760.0004406322649739300.0008812645299478590.999559367735026
770.0003027202102160210.0006054404204320410.999697279789784
780.0002848169597790810.0005696339195581620.99971518304022
790.0009632149169087350.001926429833817470.999036785083091
800.0007259224099369150.001451844819873830.999274077590063
810.001819183563200430.003638367126400870.9981808164368
820.005608453113452170.01121690622690430.994391546886548
830.004368638652298530.008737277304597050.995631361347701
840.003533795759888440.007067591519776880.996466204240112
850.002601044835982880.005202089671965760.997398955164017
860.002000537007965270.004001074015930550.997999462992035
870.001510330971427750.003020661942855500.998489669028572
880.002151377998112010.004302755996224030.997848622001888
890.001613640633152230.003227281266304460.998386359366848
900.001333959067300880.002667918134601750.998666040932699
910.001014277437733110.002028554875466220.998985722562267
920.0009186449969696950.001837289993939390.99908135500303
930.00072260120194040.00144520240388080.99927739879806
940.0005733597471772640.001146719494354530.999426640252823
950.0004442574106333490.0008885148212666990.999555742589367
960.0003528813663808890.0007057627327617770.999647118633619
970.0002527729517350010.0005055459034700010.999747227048265
980.000276215227565040.000552430455130080.999723784772435
990.0002461523353384990.0004923046706769990.999753847664661
1000.0001822129925288060.0003644259850576110.999817787007471
1010.0002059633836696290.0004119267673392580.99979403661633
1020.0001687806622999010.0003375613245998020.9998312193377
1030.0005067214655258610.001013442931051720.999493278534474
1040.0003875358456555420.0007750716913110830.999612464154344
1050.0008776985401290750.001755397080258150.999122301459871
1060.003230415472100960.006460830944201910.9967695845279
1070.009430393599023370.01886078719804670.990569606400977
1080.00809730961931580.01619461923863160.991902690380684
1090.006795115535590190.01359023107118040.99320488446441
1100.005317555559988490.01063511111997700.994682444440012
1110.003958432557941640.007916865115883290.996041567442058
1120.003578029295087220.007156058590174450.996421970704913
1130.009426702622942130.01885340524588430.990573297377058
1140.00874854902112530.01749709804225060.991251450978875
1150.007361778197217540.01472355639443510.992638221802782
1160.01589550544201110.03179101088402220.984104494557989
1170.01244825119792800.02489650239585600.987551748802072
1180.009559257610169030.01911851522033810.99044074238983
1190.02021418550104510.04042837100209020.979785814498955
1200.01964710787543860.03929421575087720.980352892124561
1210.01580797884011590.03161595768023170.984192021159884
1220.01331097430595310.02662194861190630.986689025694047
1230.01024433216266300.02048866432532600.989755667837337
1240.007537581527822540.01507516305564510.992462418472178
1250.006343916809922720.01268783361984540.993656083190077
1260.005849546287368570.01169909257473710.994150453712631
1270.004185356111655270.008370712223310540.995814643888345
1280.003015991130638610.006031982261277220.996984008869361
1290.002009572025810840.004019144051621680.99799042797419
1300.00487487135304030.00974974270608060.99512512864696
1310.003466038711452670.006932077422905340.996533961288547
1320.008125693624237280.01625138724847460.991874306375763
1330.006064498038055230.01212899607611050.993935501961945
1340.004996961634047580.009993923268095160.995003038365952
1350.004871622524430290.009743245048860570.99512837747557
1360.003119822484804720.006239644969609430.996880177515195
1370.04147337752099060.08294675504198120.95852662247901
1380.0308089508494490.0616179016988980.96919104915055
1390.02400961124162850.0480192224832570.975990388758372
1400.01865453913844610.03730907827689210.981345460861554
1410.01672949001357790.03345898002715580.983270509986422
1420.3846876011018420.7693752022036850.615312398898158
1430.3921439880881270.7842879761762540.607856011911873
1440.5953416143018440.8093167713963110.404658385698156
1450.4914649960229630.9829299920459260.508535003977037
1460.440757803190760.881515606381520.55924219680924
1470.3756121401749050.751224280349810.624387859825095
1480.3265607726366010.6531215452732020.673439227363399
1490.6305854393544070.7388291212911850.369414560645593
1500.4748358017109890.9496716034219780.525164198289011
1510.3822929029795320.7645858059590630.617707097020469


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level600.416666666666667NOK
5% type I error level990.6875NOK
10% type I error level1090.756944444444444NOK