Multiple Linear Regression - Estimated Regression Equation
Goals[t] = + 0.779741026497208 + 0.311165646709790Competent[t] + 0.349589111529403Focus[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)0.7797410264972080.4265981.82780.0694880.034744
Competent0.3111656467097900.0890643.49370.000620.00031
Focus0.3495891115294030.0975393.58410.0004520.000226


Multiple Linear Regression - Regression Statistics
Multiple R0.415329063708261
R-squared0.172498231160780
Adjusted R-squared0.161889234124380
F-TEST (value)16.2596172445827
F-TEST (DF numerator)2
F-TEST (DF denominator)156
p-value3.85457589291427e-07
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation0.883248696608336
Sum Squared Residuals121.700008569411


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
143.422760059453980.577239940546016
243.073170947924580.926829052075423
353.733925706163771.26607429383623
432.80042876603440.199571233965598
542.80042876603441.19957123396560
633.42276005945398-0.422760059453981
743.422760059453980.577239940546019
833.42276005945398-0.422760059453981
922.72358183639517-0.723581836395174
1042.80042876603441.19957123396560
1122.76200530121479-0.762005301214788
1222.72358183639517-0.723581836395174
1322.41241618968538-0.412416189685384
1413.07317094792458-2.07317094792458
1543.422760059453980.577239940546019
1643.772349170983380.227650829016616
1723.42276005945398-1.42276005945398
1822.10125054297559-0.101250542975595
1933.42276005945398-0.422760059453981
2033.07317094792458-0.0731709479245774
2133.42276005945398-0.422760059453981
2242.412416189685381.58758381031462
2332.101250542975590.898749457024405
2423.42276005945398-1.42276005945398
2522.8004287660344-0.800428766034402
2643.111594412744190.888405587255809
2743.422760059453980.577239940546019
2832.762005301214790.237994698785212
2943.422760059453980.577239940546019
3023.77234917098338-1.77234917098338
3143.422760059453980.577239940546019
3243.422760059453980.577239940546019
3353.422760059453981.57723994054602
3453.422760059453981.57723994054602
3543.422760059453980.577239940546019
3643.733925706163770.266074293836230
3743.422760059453980.577239940546019
3822.8004287660344-0.800428766034402
3943.422760059453980.577239940546019
4043.772349170983380.227650829016616
4143.733925706163770.266074293836230
4233.42276005945398-0.422760059453981
4322.10125054297559-0.101250542975595
4433.42276005945398-0.422760059453981
4543.422760059453980.577239940546019
4633.42276005945398-0.422760059453981
4722.8004287660344-0.800428766034402
4843.733925706163770.266074293836230
4943.422760059453980.577239940546019
5033.42276005945398-0.422760059453981
5143.073170947924580.926829052075423
5233.42276005945398-0.422760059453981
5343.422760059453980.577239940546019
5423.11159441274419-1.11159441274419
5543.384336594634370.615663405365633
5643.073170947924580.926829052075423
5743.422760059453980.577239940546019
5843.422760059453980.577239940546019
5933.77234917098338-0.772349170983384
6012.450839654505-1.45083965450500
6133.42276005945398-0.422760059453981
6233.42276005945398-0.422760059453981
6343.422760059453980.577239940546019
6423.42276005945398-1.42276005945398
6533.11159441274419-0.111594412744191
6653.422760059453981.57723994054602
6742.80042876603441.19957123396560
6843.422760059453980.577239940546019
6933.42276005945398-0.422760059453981
7043.422760059453980.577239940546019
7123.42276005945398-1.42276005945398
7233.42276005945398-0.422760059453981
7343.422760059453980.577239940546019
7432.762005301214790.237994698785212
7543.422760059453980.577239940546019
7643.422760059453980.577239940546019
7733.07317094792458-0.0731709479245774
7833.42276005945398-0.422760059453981
7923.42276005945398-1.42276005945398
8043.422760059453980.577239940546019
8133.42276005945398-0.422760059453981
8222.8004287660344-0.800428766034402
8322.41241618968538-0.412416189685384
8433.73392570616377-0.73392570616377
8522.76200530121479-0.762005301214788
8622.76200530121479-0.762005301214788
8743.422760059453980.577239940546019
8843.422760059453980.577239940546019
8943.422760059453980.577239940546019
9023.07317094792458-1.07317094792458
9122.72358183639517-0.723581836395174
9243.461183524273590.538816475726405
9322.72358183639517-0.723581836395174
9433.42276005945398-0.422760059453981
9533.42276005945398-0.422760059453981
9653.733925706163771.26607429383623
9733.07317094792458-0.0731709479245774
9843.422760059453980.577239940546019
9932.4508396545050.549160345495002
10023.11159441274419-1.11159441274419
10143.111594412744190.888405587255809
10232.762005301214790.237994698785212
10332.723581836395170.276418163604826
10433.42276005945398-0.422760059453981
10542.4508396545051.54916034549500
10612.41241618968538-1.41241618968538
10732.762005301214790.237994698785212
10823.42276005945398-1.42276005945398
10933.42276005945398-0.422760059453981
11022.8004287660344-0.800428766034402
11122.41241618968538-0.412416189685384
11222.72358183639517-0.723581836395174
11343.073170947924580.926829052075423
11454.083514817693170.916485182306826
11553.111594412744191.88840558725581
11633.11159441274419-0.111594412744191
11743.422760059453980.577239940546019
11843.111594412744190.888405587255809
11933.11159441274419-0.111594412744191
12022.450839654505-0.450839654504998
12143.422760059453980.577239940546019
12223.11159441274419-1.11159441274419
12333.07317094792458-0.0731709479245774
12423.73392570616377-1.73392570616377
12523.07317094792458-1.07317094792458
12623.11159441274419-1.11159441274419
12743.111594412744190.888405587255809
12843.111594412744190.888405587255809
12943.111594412744190.888405587255809
13043.422760059453980.577239940546019
13133.42276005945398-0.422760059453981
13223.11159441274419-1.11159441274419
13343.150017877563810.849982122436195
13432.412416189685380.587583810314615
13522.8004287660344-0.800428766034402
13643.422760059453980.577239940546019
13733.07317094792458-0.0731709479245774
13833.07317094792458-0.0731709479245774
13933.42276005945398-0.422760059453981
14033.42276005945398-0.422760059453981
14133.07317094792458-0.0731709479245774
14243.733925706163770.266074293836230
14352.062827078155982.93717292184402
14423.07317094792458-1.07317094792458
14523.42276005945398-1.42276005945398
14643.422760059453980.577239940546019
14733.73392570616377-0.73392570616377
14833.11159441274419-0.111594412744191
14912.450839654505-1.45083965450500
15023.42276005945398-1.42276005945398
15143.111594412744190.888405587255809
15243.422760059453980.577239940546019
15353.733925706163771.26607429383623
15423.11159441274419-1.11159441274419
15542.762005301214791.23799469878521
15633.11159441274419-0.111594412744191
15723.73392570616377-1.73392570616377
15843.073170947924580.926829052075423
15922.450839654505-0.450839654504998


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
60.5332452639650520.9335094720698950.466754736034948
70.3637554887626970.7275109775253940.636244511237303
80.3899130947114920.7798261894229850.610086905288508
90.4205821727192540.8411643454385080.579417827280746
100.3636815910693590.7273631821387180.636318408930641
110.3659764453733960.7319528907467930.634023554626604
120.2741147963812100.5482295927624190.72588520361879
130.1985149227522750.397029845504550.801485077247725
140.5599937674272240.8800124651455530.440006232572776
150.4787098998018380.9574197996036760.521290100198162
160.4412554728581440.8825109457162870.558744527141856
170.6237012420880120.7525975158239750.376298757911988
180.5513172147656450.897365570468710.448682785234355
190.4985745533446090.9971491066892170.501425446655391
200.4306025169722780.8612050339445560.569397483027722
210.380156032566490.760312065132980.61984396743351
220.6207582628732020.7584834742535950.379241737126798
230.5946647023758780.8106705952482440.405335297624122
240.6787739439647890.6424521120704220.321226056035211
250.727054970375530.5458900592489390.272945029624470
260.7110584991760940.5778830016478110.288941500823906
270.6831711425800370.6336577148399260.316828857419963
280.6280388088230950.7439223823538110.371961191176905
290.5958495448562780.8083009102874430.404150455143722
300.7462696991707760.5074606016584490.253730300829224
310.7245662963413970.5508674073172050.275433703658602
320.7001730304702990.5996539390594020.299826969529701
330.7953935956430870.4092128087138260.204606404356913
340.8611533400087170.2776933199825670.138846659991283
350.8394229208562840.3211541582874330.160577079143716
360.8081105348634330.3837789302731340.191889465136567
370.7811170055998280.4377659888003430.218882994400172
380.792720122476590.4145597550468190.207279877523410
390.7650976952556460.4698046094887070.234902304744354
400.7235231244871960.5529537510256080.276476875512804
410.6804931351360870.6390137297278260.319506864863913
420.6476554898308390.7046890203383230.352344510169161
430.6000435212917150.799912957416570.399956478708285
440.5647895375718840.8704209248562320.435210462428116
450.5304878772513170.9390242454973670.469512122748683
460.4949027547058750.989805509411750.505097245294125
470.4961755302625610.9923510605251230.503824469737439
480.448748278104710.897496556209420.55125172189529
490.4161628159860540.8323256319721080.583837184013946
500.3822546567000590.7645093134001180.617745343299941
510.3814732358104490.7629464716208980.618526764189551
520.3488396509449090.6976793018898170.651160349055091
530.3197241035452080.6394482070904160.680275896454792
540.3508561614957240.7017123229914480.649143838504276
550.3228398831216680.6456797662433350.677160116878332
560.3204280926880690.6408561853761380.679571907311931
570.2931427740346930.5862855480693860.706857225965307
580.2670534602830870.5341069205661740.732946539716913
590.2600184991668790.5200369983337580.739981500833121
600.3292117531338650.658423506267730.670788246866135
610.2988900890171160.5977801780342320.701109910982884
620.2696866045470950.5393732090941910.730313395452905
630.2463204688768710.4926409377537420.753679531123129
640.314028519169140.628057038338280.68597148083086
650.2739562194205060.5479124388410130.726043780579494
660.3613367390592630.7226734781185270.638663260940737
670.4038628193357450.807725638671490.596137180664255
680.3768710536250680.7537421072501360.623128946374932
690.3449040938238280.6898081876476570.655095906176172
700.3197502387398840.6395004774797680.680249761260116
710.3905629762277280.7811259524554560.609437023772272
720.3575116562592120.7150233125184240.642488343740788
730.3325444703345420.6650889406690830.667455529665458
740.2941834493446450.5883668986892890.705816550655355
750.2715020726050770.5430041452101540.728497927394923
760.2499425832636900.4998851665273810.75005741673631
770.2159367686640780.4318735373281560.784063231335922
780.1913525840198820.3827051680397630.808647415980118
790.2446642707697770.4893285415395540.755335729230223
800.2245787543545610.4491575087091220.775421245645439
810.1989441537433470.3978883074866950.801055846256653
820.1920061600686540.3840123201373080.807993839931346
830.1693887937293670.3387775874587340.830611206270633
840.1607440958647710.3214881917295420.83925590413523
850.1535273097693260.3070546195386520.846472690230674
860.1464272456215480.2928544912430970.853572754378452
870.1320748964429260.2641497928858520.867925103557074
880.1188640340909090.2377280681818180.881135965909091
890.1067706232243560.2135412464487120.893229376775644
900.1161382399317580.2322764798635160.883861760068242
910.1085118786100560.2170237572201120.891488121389944
920.09610798643631270.1922159728726250.903892013563687
930.0900437248098870.1800874496197740.909956275190113
940.07593659075602380.1518731815120480.924063409243976
950.06354769504805370.1270953900961070.936452304951946
960.0823699580746070.1647399161492140.917630041925393
970.06609464429587120.1321892885917420.933905355704129
980.05884793458760130.1176958691752030.941152065412399
990.05044158497819070.1008831699563810.94955841502181
1000.05648882243778340.1129776448755670.943511177562217
1010.05664159665318210.1132831933063640.943358403346818
1020.0451323810851950.090264762170390.954867618914805
1030.03575406636346780.07150813272693560.964245933636532
1040.02873027400932960.05746054801865920.97126972599067
1050.04571472174835870.09142944349671730.954285278251641
1060.06867330563615010.1373466112723000.93132669436385
1070.0548080232752140.1096160465504280.945191976724786
1080.07397447597883470.1479489519576690.926025524021165
1090.06089537948188330.1217907589637670.939104620518117
1100.05764568571619870.1152913714323970.942354314283801
1110.04988365019710160.09976730039420330.950116349802898
1120.05031582996989220.1006316599397840.949684170030108
1130.04855834141426320.09711668282852640.951441658585737
1140.0597838310462110.1195676620924220.940216168953789
1150.1351267361129800.2702534722259600.86487326388702
1160.1095652758990730.2191305517981470.890434724100927
1170.1014764552030960.2029529104061930.898523544796904
1180.1065784636727390.2131569273454780.893421536327261
1190.08490831324230920.1698166264846180.91509168675769
1200.0758305968276420.1516611936552840.924169403172358
1210.07112199892567030.1422439978513410.92887800107433
1220.07519740484519550.1503948096903910.924802595154804
1230.05838371824483640.1167674364896730.941616281755164
1240.09025087530168120.1805017506033620.909749124698319
1250.1092253732301690.2184507464603390.89077462676983
1260.1164346506895900.2328693013791800.88356534931041
1270.1198023336003130.2396046672006250.880197666399688
1280.1264166293724030.2528332587448070.873583370627597
1290.1376421310188480.2752842620376960.862357868981152
1300.1296102793219150.2592205586438310.870389720678085
1310.1026356340308990.2052712680617980.8973643659691
1320.1022025630843110.2044051261686210.89779743691569
1330.1952834570564070.3905669141128140.804716542943593
1340.1653883270224660.3307766540449330.834611672977534
1350.1343971751901770.2687943503803540.865602824809823
1360.1341803805376110.2683607610752220.865819619462389
1370.1081762343759730.2163524687519470.891823765624027
1380.0867647023870180.1735294047740360.913235297612982
1390.06355133395695390.1271026679139080.936448666043046
1400.04517886392678990.09035772785357980.95482113607321
1410.03454291349350760.06908582698701510.965457086506492
1420.02469961924957710.04939923849915430.975300380750423
1430.06297071191100750.1259414238220150.937029288088992
1440.0716101739291750.143220347858350.928389826070825
1450.08718506943587280.1743701388717460.912814930564127
1460.07392379264831940.1478475852966390.92607620735168
1470.06131482667141240.1226296533428250.938685173328588
1480.04007560337338850.0801512067467770.959924396626611
1490.07176840558018680.1435368111603740.928231594419813
1500.09696926374752610.1939385274950520.903030736252474
1510.1196848590934570.2393697181869150.880315140906543
1520.1013297596467900.2026595192935810.89867024035321
1530.2813150641719380.5626301283438750.718684935828062


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level00OK
5% type I error level10.00675675675675676OK
10% type I error level100.0675675675675676OK