Multiple Linear Regression - Estimated Regression Equation
Teamwork33[t] = -0.627811222048486 + 0.000559943079122198geslacht[t] -0.00134553113394833leeftijd[t] + 0.096198517648116opleiding[t] + 0.0166751551093951Neuroticisme[t] + 0.0635975737699658Extraversie[t] + 0.0110399029138406Openheid[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)-0.6278112220484860.816352-0.7690.4428320.221416
geslacht0.0005599430791221980.1491910.00380.9970090.498505
leeftijd-0.001345531133948330.006477-0.20770.8356650.417832
opleiding0.0961985176481160.0787211.2220.2232320.111616
Neuroticisme0.01667515510939510.0108541.53630.1261430.063072
Extraversie0.06359757376996580.0124895.09231e-060
Openheid0.01103990291384060.0146230.7550.4512170.225608


Multiple Linear Regression - Regression Statistics
Multiple R0.386354784279872
R-squared0.149270019335946
Adjusted R-squared0.122119062506242
F-TEST (value)5.49778117479238
F-TEST (DF numerator)6
F-TEST (DF denominator)188
p-value2.87937910941061e-05
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation1.00036654065481
Sum Squared Residuals188.137844544393


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
143.753643718211550.246356281788452
243.363230067254870.636769932745128
353.585169871592181.41483012840782
422.91790493010918-0.917904930109179
532.810526304840530.189473695159474
653.576776476852391.42322352314761
743.452380418282190.547619581717807
843.371216202306260.628783797693738
943.111612595818860.888387404181138
1043.382547553374130.61745244662587
1153.239858269926171.76014173007383
1243.137232939098360.862767060901642
1333.17156988875543-0.171569888755432
1443.144336174722780.855663825277217
1533.21804975649472-0.218049756494724
1632.803438876053210.196561123946788
1742.893920077114871.10607992288513
1833.21240586890456-0.212405868904555
1943.607125095485030.392874904514971
2022.75479670030096-0.754796700300959
2143.420429326956950.579570673043048
2232.698199578321500.301800421678495
2343.358016816097680.64198318390232
2443.221585642010910.77841435798909
2532.792452065843420.207547934156575
2633.98490018473423-0.984900184734229
2723.09767653554434-1.09767653554434
2843.27913597918560.720864020814397
2953.455106808317031.54489319168297
3043.056136927585280.943863072414716
3123.21140337490415-1.21140337490415
3253.605663783676531.39433621632347
3343.373132709585730.626867290414273
3433.48443304720316-0.484433047203162
3543.268403773113030.731596226886968
3622.84865305798528-0.848653057985278
3733.62947857885539-0.629478578855389
3833.58881873876079-0.588818738760788
3932.801221586534040.198778413465955
4053.608792153997781.39120784600222
4102.45734506221047-2.45734506221047
4243.617387450683110.382612549316889
4342.938389361911081.06161063808892
4443.522912354297980.477087645702016
4522.8883241948446-0.888324194844597
4643.421261823392240.57873817660776
4733.31972834849149-0.319728348491487
4843.173278185734280.82672181426572
4913.76094140857122-2.76094140857122
5023.78001474882545-1.78001474882545
5122.85613007999566-0.85613007999566
5243.931742122644620.0682578773553817
5333.15519469471417-0.155194694714174
5442.838176837293951.16182316270605
5533.60174658959194-0.601746589591941
5633.16666188904272-0.166661889042723
5754.041436534792420.958563465207578
5833.32070047122651-0.320700471226513
5922.58354337094263-0.583543370942629
6013.53321023251919-2.53321023251919
6123.23052946146232-1.23052946146232
6253.149606880030051.85039311996995
6343.695257085424490.304742914575507
6443.485694311530610.514305688469387
6533.64495012833058-0.644950128330581
6643.635796226424990.364203773575012
6743.278641412238360.721358587761636
6822.95253250674872-0.952532506748719
6933.07083049868552-0.0708304986855244
7043.001057263096050.998942736903952
7132.945204156830540.0547958431694561
7222.40128891354019-0.401288913540193
7342.525060368455611.47493963154439
7443.410996123175890.589003876824111
7532.878277269114630.121722730885366
7654.136734036002110.863265963997893
7712.61092628989287-1.61092628989287
7833.73832572235812-0.738325722358117
7934.06327627005132-1.06327627005132
8053.767228883744381.23277111625562
8123.38412736487840-1.38412736487840
8232.555808096911260.444191903088743
8333.74968470747056-0.749684707470564
8443.635138138276830.364861861723174
8522.99149131654039-0.991491316540394
8643.784266879454170.215733120545827
8732.658768559755980.341231440244022
8833.09770696706006-0.0977069670600576
8933.22805600383106-0.228056003831056
9023.76185677584723-1.76185677584723
9133.63001282029384-0.630012820293843
9223.09090756665300-1.09090756665300
9342.870541524502211.12945847549779
9443.464548247693350.535451752306653
9523.42974985231713-1.42974985231713
9612.52580681682443-1.52580681682443
9753.25946080422371.7405391957763
9843.1212040487590.878795951241001
9943.586576017612640.413423982387363
10043.73957841154130.260421588458703
10133.00860882731488-0.00860882731488219
10233.25408229833061-0.254082298330611
10312.49944736682413-1.49944736682413
10453.179838944325001.82016105567500
10533.35390698895573-0.353906988955732
10633.37153522425452-0.371535224254524
10722.79459903959432-0.794599039594317
10843.492532926379180.507467073620822
10942.971333598429301.02866640157070
11033.73719630685801-0.737196306858013
11142.839477451068761.16052254893124
11243.258580289943180.741419710056822
11322.53987277880064-0.539872778800642
11432.956085371013530.0439146289864661
11533.7157707752796-0.715770775279602
11633.62629693309924-0.626296933099238
11743.184362064335010.815637935664988
11852.384889047456772.61511095254323
11933.28065199518145-0.280651995181448
12033.26004845610290-0.260048456102898
12122.49907239445033-0.499072394450325
12233.28377844945346-0.283778449453464
12311.30155966924746-0.301559669247457
12443.112484597185270.887515402814727
12543.440253949817640.55974605018236
12642.613583988168061.38641601183194
12733.63077817620244-0.630778176202442
12853.871946071594451.12805392840555
12923.59680481356183-1.59680481356183
13023.29102684628615-1.29102684628615
13133.01470838295106-0.0147083829510622
13233.37380048411051-0.373800484110505
13323.51245628936445-1.51245628936445
13413.3093877721919-2.30938777219190
13533.08790880754384-0.0879088075438377
13653.619141913239111.38085808676089
13743.217230014135470.782769985864535
13843.306707547734220.693292452265785
13943.234957002084180.76504299791582
14033.16176574378456-0.161765743784560
14152.995229790167842.00477020983216
14233.26072750645867-0.260727506458674
14332.976188445187620.0238115548123835
14433.17958283646325-0.179582836463246
14533.38795725170416-0.387957251704158
14643.329503981825210.670496018174786
14723.06873231644301-1.06873231644301
14821.676437597233560.32356240276644
14942.665705779723291.33429422027671
15032.776385254809160.223614745190840
15133.55472342364738-0.554723423647376
15222.92830572717015-0.928305727170146
15333.19357053542211-0.193570535422113
15433.40556090593604-0.405560905936042
15543.513280258163890.486719741836113
15612.70783055026909-1.70783055026909
15713.19984171439962-2.19984171439962
15853.268221569019021.73177843098098
15943.451456875661270.54854312433873
16033.23016669561742-0.230166695617418
16133.25380016812417-0.253800168124167
16243.425493495248230.574506504751773
16333.48901795556219-0.489017955562189
16422.60178464202460-0.601784642024597
16512.77973896192742-1.77973896192742
16613.03803355103566-2.03803355103566
16754.006805766556620.99319423344338
16843.72275529775250.277244702247502
16933.20311190091086-0.203111900910859
17043.604464404482510.395535595517493
17153.60350547384431.3964945261557
17243.596091864191560.403908135808436
17342.405007793462121.59499220653788
17423.34211939143489-1.34211939143489
17533.30298915510907-0.302989155109067
17643.312014248639650.687985751360353
17733.04548299925180-0.0454829992518048
17843.375684448568830.624315551431166
17933.3783165802092-0.378316580209203
18043.051427269282320.948572730717685
18113.17262874550607-2.17262874550607
18223.32924153260512-1.32924153260512
18333.74283318327879-0.742833183278789
18433.35989410893563-0.359894108935633
18553.82943606927161.17056393072840
18644.00527605502908-0.0052760550290807
18733.8861961539305-0.886196153930499
18833.38824036747852-0.388240367478520
18932.921250206376010.0787497936239947
19033.1698491899915-0.169849189991498
19143.084228248116170.915771751883827
19233.15805426554439-0.158054265544392
19322.62202281304329-0.622022813043293
19443.044716957177480.955283042822517
19523.40359518010176-1.40359518010176


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
100.1120368803851570.2240737607703130.887963119614843
110.06258467452553380.1251693490510680.937415325474466
120.02357307482251950.04714614964503910.97642692517748
130.03539536651229810.07079073302459610.964604633487702
140.01804666314540410.03609332629080810.981953336854596
150.04048790297909770.08097580595819550.959512097020902
160.02382427095137990.04764854190275990.97617572904862
170.01781647217812090.03563294435624190.98218352782188
180.01441924873420750.0288384974684150.985580751265792
190.01437958421164540.02875916842329080.985620415788355
200.007791346500305480.01558269300061100.992208653499695
210.004066791329649460.008133582659298910.99593320867035
220.003328251106190690.006656502212381380.99667174889381
230.001746498994956720.003492997989913440.998253501005043
240.0009016232147158820.001803246429431760.999098376785284
250.0004410418111623880.0008820836223247760.999558958188838
260.005300863571799260.01060172714359850.9946991364282
270.02847953439102520.05695906878205040.971520465608975
280.01962122876044480.03924245752088970.980378771239555
290.02315139865896690.04630279731793390.976848601341033
300.01867333321079590.03734666642159170.981326666789204
310.03553604616212980.07107209232425970.96446395383787
320.04109228750928390.08218457501856790.958907712490716
330.03206362279182760.06412724558365520.967936377208172
340.02484610541261930.04969221082523860.97515389458738
350.01755825679952590.03511651359905190.982441743200474
360.02099106111291690.04198212222583380.979008938887083
370.02611128652795910.05222257305591820.97388871347204
380.02739184696048990.05478369392097990.97260815303951
390.02068034555863230.04136069111726460.979319654441368
400.02312991725481000.04625983450962010.97687008274519
410.1148810941265680.2297621882531360.885118905873432
420.09091813301053460.1818362660210690.909081866989465
430.08720468547351510.1744093709470300.912795314526485
440.06882863432279820.1376572686455960.931171365677202
450.07007064978208710.1401412995641740.929929350217913
460.0554451755073270.1108903510146540.944554824492673
470.05576054872243620.1115210974448720.944239451277564
480.05716086964532580.1143217392906520.942839130354674
490.3272900293584610.6545800587169220.672709970641539
500.5195029421793040.9609941156413910.480497057820696
510.4919076325429590.9838152650859190.508092367457041
520.4490730080952290.8981460161904570.550926991904771
530.411307122316270.822614244632540.58869287768373
540.4765892950554450.953178590110890.523410704944555
550.4813703910159270.9627407820318530.518629608984073
560.4481291432859830.8962582865719660.551870856714017
570.4304252550326240.8608505100652480.569574744967376
580.3885596668840370.7771193337680740.611440333115963
590.3646395628689320.7292791257378630.635360437131068
600.5990425697210520.8019148605578960.400957430278948
610.6094187844046680.7811624311906630.390581215595332
620.7074245358471670.5851509283056660.292575464152833
630.6735781726568780.6528436546862440.326421827343122
640.6415185241371190.7169629517257620.358481475862881
650.6359442623749690.7281114752500620.364055737625031
660.600422294579220.799155410841560.39957770542078
670.5809426643565780.8381146712868430.419057335643422
680.5730011827204820.8539976345590370.426998817279519
690.5295296532718580.9409406934562850.470470346728142
700.5192756093411270.9614487813177470.480724390658873
710.476674288602970.953348577205940.52332571139703
720.4484646449023240.8969292898046480.551535355097676
730.4752111811081690.9504223622163370.524788818891831
740.445883742667910.891767485335820.55411625733209
750.4042263844965270.8084527689930550.595773615503473
760.3864233926065080.7728467852130150.613576607393492
770.4814525125977940.9629050251955870.518547487402206
780.4667317976622570.9334635953245130.533268202337743
790.4705896190448840.941179238089770.529410380955116
800.4898475585621150.979695117124230.510152441437885
810.5553140860613540.8893718278772910.444685913938646
820.5248475797215120.9503048405569760.475152420278488
830.5082141547210440.9835716905579130.491785845278956
840.4704143707539960.9408287415079910.529585629246004
850.4631527241406580.9263054482813150.536847275859342
860.4263120766132830.8526241532265660.573687923386717
870.394430030037020.788860060074040.60556996996298
880.3568867198799910.7137734397599830.643113280120009
890.3238352886720470.6476705773440950.676164711327953
900.4085694876038820.8171389752077640.591430512396118
910.3909574968717910.7819149937435810.609042503128209
920.400852264806630.801704529613260.59914773519337
930.4176116110957620.8352232221915240.582388388904238
940.3896383361982020.7792766723964040.610361663801798
950.4292144955040570.8584289910081140.570785504495943
960.4871488386397070.9742976772794130.512851161360293
970.5686993461116280.8626013077767440.431300653888372
980.5585999818348190.8828000363303620.441400018165181
990.5270027652845210.9459944694309580.472997234715479
1000.4869918857358660.9739837714717320.513008114264134
1010.4456978281881580.8913956563763170.554302171811842
1020.4083067427763450.816613485552690.591693257223655
1030.4629221712973350.9258443425946710.537077828702665
1040.5586200297876780.8827599404246450.441379970212323
1050.521333202907770.957333594184460.47866679709223
1060.4848845411002650.969769082200530.515115458899735
1070.4721058916368940.9442117832737880.527894108363106
1080.4502008972696630.9004017945393260.549799102730337
1090.452398143076710.904796286153420.54760185692329
1100.4289610893805620.8579221787611240.571038910619438
1110.4383398874997670.8766797749995340.561660112500233
1120.4190813757479140.8381627514958280.580918624252086
1130.3919878836497520.7839757672995040.608012116350248
1140.3518288267513460.7036576535026920.648171173248654
1150.3302741275453930.6605482550907860.669725872454607
1160.3069588694670000.6139177389339990.693041130533
1170.2968217223558370.5936434447116740.703178277644163
1180.5487507130481370.9024985739037270.451249286951863
1190.5077411711185430.9845176577629130.492258828881457
1200.4683097571590540.9366195143181080.531690242840946
1210.4393834849837830.8787669699675670.560616515016217
1220.4005383712993930.8010767425987860.599461628700607
1230.3642807652981030.7285615305962060.635719234701897
1240.3542897974476860.7085795948953730.645710202552314
1250.3287555801183410.6575111602366820.671244419881659
1260.3535685247914520.7071370495829050.646431475208548
1270.3302002773553540.6604005547107070.669799722644646
1280.3615615914568490.7231231829136980.638438408543151
1290.4250157845753080.8500315691506160.574984215424692
1300.448301547149730.896603094299460.55169845285027
1310.4053521795136820.8107043590273630.594647820486318
1320.3671114747692030.7342229495384060.632888525230797
1330.4234586948430620.8469173896861230.576541305156938
1340.6170688151651950.765862369669610.382931184834805
1350.5725992635666370.8548014728667270.427400736433363
1360.5952210068131780.8095579863736450.404778993186822
1370.571593911481490.856812177037020.42840608851851
1380.5679333472113530.8641333055772930.432066652788647
1390.5563831256684660.8872337486630670.443616874331534
1400.510737584279540.978524831440920.48926241572046
1410.6612328596468830.6775342807062330.338767140353116
1420.6176836775539940.7646326448920130.382316322446006
1430.5701949472708330.8596101054583340.429805052729167
1440.5365576415983390.9268847168033220.463442358401661
1450.4937514808783020.9875029617566030.506248519121698
1460.4918792110824340.9837584221648680.508120788917566
1470.4673350846954710.9346701693909430.532664915304529
1480.4230376398664920.8460752797329850.576962360133508
1490.5042734532909830.9914530934180350.495726546709017
1500.48625573457510.97251146915020.5137442654249
1510.4598862073042720.9197724146085450.540113792695728
1520.438209009442280.876418018884560.56179099055772
1530.4096109544850280.8192219089700570.590389045514972
1540.3638524968191190.7277049936382380.636147503180881
1550.3213589279367770.6427178558735540.678641072063223
1560.3584797531334140.7169595062668280.641520246866586
1570.5367545933089710.9264908133820570.463245406691029
1580.6149227923817280.7701544152365440.385077207618272
1590.5764416500527020.8471166998945960.423558349947298
1600.5246195738611890.9507608522776220.475380426138811
1610.4688411948400630.9376823896801270.531158805159937
1620.4183584581700660.8367169163401310.581641541829934
1630.3672906028538710.7345812057077430.632709397146129
1640.3205045178527800.6410090357055590.67949548214722
1650.3866325042832450.7732650085664890.613367495716755
1660.6566674909384640.6866650181230720.343332509061536
1670.683087661971240.633824676057520.31691233802876
1680.6364724196344280.7270551607311440.363527580365572
1690.5886558525771490.8226882948457020.411344147422851
1700.526137048520950.94772590295810.47386295147905
1710.5700592237625550.859881552474890.429940776237445
1720.5738527343073810.8522945313852380.426147265692619
1730.6340853658303260.7318292683393480.365914634169674
1740.7195957746138040.5608084507723910.280404225386196
1750.6633465422297880.6733069155404240.336653457770212
1760.6404110067982320.7191779864035370.359588993201768
1770.6069555417075670.7860889165848670.393044458292433
1780.6658383751346290.6683232497307410.334161624865371
1790.7481810899251570.5036378201496860.251818910074843
1800.877633842410860.2447323151782790.122366157589139
1810.8409866704933590.3180266590132830.159013329506641
1820.7850985134533570.4298029730932850.214901486546643
1830.67113849009310.65772301981380.3288615099069
1840.6090558821818240.7818882356363520.390944117818176
1850.5054879596200580.9890240807598850.494512040379942


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level50.0284090909090909NOK
5% type I error level210.119318181818182NOK
10% type I error level290.164772727272727NOK