Multiple Linear Regression - Estimated Regression Equation
Teamwork33[t] = + 55.6998054685839 -0.189599030063311geslacht[t] -0.36257731331915leeftijd[t] -0.312586350508122opleiding[t] -0.437634633702588Neuroticisme[t] -0.193414361348253Extraversie[t] -0.451755541671208Openheid[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)55.69980546858395.40410910.306900
geslacht-0.1895990300633110.056822-3.33670.0010220.000511
leeftijd-0.362577313319150.059629-6.080500
opleiding-0.3125863505081220.076485-4.08696.5e-053.2e-05
Neuroticisme-0.4376346337025880.057654-7.590700
Extraversie-0.1934143613482530.065404-2.95720.0035030.001751
Openheid-0.4517555416712080.057789-7.817400


Multiple Linear Regression - Regression Statistics
Multiple R0.726089862984427
R-squared0.527206489128744
Adjusted R-squared0.51211733452647
F-TEST (value)34.9394318651416
F-TEST (DF numerator)6
F-TEST (DF denominator)188
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation8.51089716761969
Sum Squared Residuals13617.8496723858


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
147.49043908553882-3.49043908553882
246.2028772369415-2.20287723694151
3521.438441876034-16.438441876034
425.81601751335397-3.81601751335397
5310.3891311690326-7.38913116903258
657.1577885804154-2.15778858041540
74-0.3936443199512184.39364431995122
84-0.7472582996803514.74725829968035
945.47530936369507-1.47530936369507
1043.545841553487260.454158446512739
1154.550291262980580.449708737019420
1244.30267725524188-0.302677255241885
1334.43567060495026-1.43567060495026
1443.201773298115010.79822670188499
1536.68257747079457-3.68257747079457
1638.60823237338215-5.60823237338215
17418.1420458360980-14.1420458360980
1830.1533074964404452.84669250355956
194-2.108135300979516.10813530097951
2025.22727821541455-3.22727821541455
2143.526979921325770.473020078674229
2239.0157532294905-6.0157532294905
2340.3540097711938733.64599022880613
2447.64971419845399-3.64971419845399
2537.42339441874735-4.42339441874735
2630.7047931212779572.29520687872204
2728.29219486957127-6.29219486957127
2849.72445772923752-5.72445772923752
29512.0051185913063-7.00511859130632
30421.1695795231163-17.1695795231163
3119.73524341423399-8.73524341423399
3216.48561452294026-5.48561452294026
3316.41353518685714-5.41353518685714
3418.3706636596714-7.37066365967139
35114.9229789148632-13.9229789148632
36211.8026163579263-9.80261635792626
3716.38087003596339-5.38087003596339
3829.86435009272884-7.86435009272884
3929.5505726852-7.5505726852
4018.9724934369157-7.9724934369157
414820.574347734373727.4256522656263
424812.755498331215235.2445016687848
432619.73200980688296.26799019311715
444615.325884324967930.6741156750321
4531.283148579551441.71685142044856
46312.0330128244449-9.03301282444492
4742.798201905132541.20179809486746
4820.8547169210410331.14528307895897
4923.05685881270109-1.05685881270109
5031.243359395104341.75664060489566
5126.13673461768359-4.13673461768359
524-1.315767982536605.3157679825366
5357.19052874315968-2.19052874315968
54310.0906202084505-7.09062020845054
5548.5589228315201-4.55892283152010
5654.524788577985660.475211422014343
575-3.590288685521728.59028868552172
5833.55667583791473-0.55667583791473
5947.8463824282773-3.8463824282773
6031.945508626919881.05449137308012
613-1.180919580395124.18091958039512
62212.2205870112505-10.2205870112505
6338.17655727478-5.17655727477999
6449.92320152995496-5.92320152995495
654-0.3173910069354644.31739100693546
664-2.031044677698956.03104467769895
6740.5124350693020133.48756493069799
683-0.2366507179530863.23665071795309
6936.81370066366179-3.81370066366179
703-1.381882234810984.38188223481098
7129.14829708889404-7.14829708889404
72313.0848406879182-10.0848406879182
7337.10599088934759-4.10599088934759
7437.58704453420239-4.58704453420239
75310.5228571031859-7.52285710318591
7650.2748225693119124.72517743068809
77313.0671145430685-10.0671145430685
785-0.2001727224124825.20017272241248
7940.9215993957380233.07840060426198
8047.45902975122535-3.45902975122536
81412.4558171993673-8.45581719936729
82519.8807693942138-14.8807693942138
8343.273419149926010.726580850073986
845-0.5295962347105195.52959623471052
8532.598970494246810.401029505753186
863-1.460444069536574.46044406953657
87214.5647980920523-12.5647980920523
8832.238546746573960.76145325342604
8941.984743242834362.01525675716564
9057.22862136896056-2.22862136896056
9159.7920390734676-4.79203907346761
9232.788908341102510.211091658897495
932-0.2845123759444782.28451237594448
943-0.0847929395324013.0847929395324
95411.3852339257169-7.38523392571692
9616.91731042626236-5.91731042626236
9749.52457273048141-5.52457273048141
9830.8978399056181542.10216009438185
9939.6197855591749-6.6197855591749
10044.55595875620675-0.555958756206747
101313.2430831143542-10.2430831143542
10246.44344747070793-2.44344747070793
10326.66629642871685-4.66629642871685
10431.834330342490571.16566965750943
105312.1496154968744-9.14961549687444
10630.7583735906996632.24162640930034
10727.40157032588241-5.40157032588241
1085-0.3287149523098235.32871495230982
109511.0764859960405-6.07648599604053
1104-0.3345793522207444.33457935222074
11121.566618921430150.433381078569853
112315.0818025005225-12.0818025005225
113310.1449546796304-7.14495467963036
11435.85813409527247-2.85813409527247
1154-0.3005009212270964.3005009212271
11651.215044168903293.78495583109671
117410.5089164907078-6.50891649070777
1182225.2902108490328-3.29021084903285
1191625.703353397549-9.70335339754897
1203624.658420633921911.3415793660781
1213530.12522031878584.87477968121417
1222526.9689653449368-1.96896534493676
1232733.8978088897112-6.89780888971123
1243225.59336823921426.40663176078581
1253622.268864185064613.7311358149354
1265127.621335944529723.3786640554703
1273024.28542433680595.71457566319407
1282025.7606513910220-5.76065139102197
1292923.66975007400805.33024992599203
1302626.3567442029008-0.35674420290077
1312024.7596110009139-4.75961100091395
1324024.139682530741815.8603174692582
1332923.65681593609685.34318406390317
1343222.24180913918489.75819086081517
1353330.27767321181342.7223267881866
1363229.27773076334752.72226923665249
1373426.33246869854627.66753130145384
1382422.45308504167961.54691495832038
1392526.5822879859135-1.58228798591351
1404128.032673521380812.9673264786192
1413923.735665462760115.2643345372399
1422121.4490311081455-0.449031108145488
1433823.345761658866614.6542383411334
1442826.64741155147571.35258844852431
1453724.089549079524912.9104509204751
1464612.463381362949133.5366186370509
1473912.305878749480326.6941212505197
1482111.57118270374359.42881729625647
1493124.48489149093066.51510850906942
1502510.894697334097414.1053026659026
1512913.735649231037715.2643507689623
1523122.83578773665978.16421226334031
15335.2871865835644-2.2871865835644
1544-2.596575845688186.59657584568818
155110.045590208559-9.045590208559
15619.52600784199112-8.52600784199112
15752.887301060132172.11269893986783
15844.38806400479118-0.388064004791184
159311.5278536673446-8.52785366734465
16032.085325274116180.914674725883816
16143.005833176371930.99416682362807
16230.5749156308463712.42508436915363
163212.3705193858617-10.3705193858617
16411.45944363063282-0.459443630632818
16518.13608420833946-7.13608420833946
16654.145638572322110.854361427677887
1674-1.775496689979645.77549668997964
168312.9822080310787-9.98220803107873
16949.10209637283875-5.10209637283875
170513.507974096692-8.50797409669199
1714-0.3720172215578854.37201722155788
172410.0298591080536-6.02985910805359
1732-1.528719059253483.52871905925348
17433.70069691844701-0.700696918447011
1754-0.4698137122851094.46981371228511
17633.42071674560706-0.420716745607056
17741.276557271616632.72344272838337
17833.28638587754914-0.286385877549136
17946.5252853613354-2.5252853613354
18010.4683764055988050.531623594401195
18124.29927877414268-2.29927877414268
1823-8.485416286624811.4854162866248
18331.414492342348791.58550765765121
1845-9.1332635274227614.1332635274228
18540.3821078673381013.6178921326619
18634.60459360858908-1.60459360858908
18731.363873110385241.63612688961476
18835.76147521941344-2.76147521941344
189311.9830168702179-8.98301687021793
19046.60651852317355-2.60651852317355
191312.1621882751171-9.1621882751171
192210.0663235120214-8.0663235120214
1934-4.534112952068.53411295206
19425.16872141993684-3.16872141993684
19547.49043908553895-3.49043908553895


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
100.00021598355666220.00043196711332440.999784016443338
111.46898784608529e-052.93797569217058e-050.99998531012154
126.47391040054466e-071.29478208010893e-060.99999935260896
131.42939907504496e-072.85879815008991e-070.999999857060093
148.76737946807497e-091.75347589361499e-080.99999999123262
153.48740631134593e-096.97481262269186e-090.999999996512594
162.58045211477036e-105.16090422954072e-100.999999999741955
172.70998481543949e-115.41996963087897e-110.9999999999729
183.04604061880162e-126.09208123760324e-120.999999999996954
194.59578877009915e-139.19157754019831e-130.99999999999954
202.94392286527705e-145.8878457305541e-140.99999999999997
211.81292991311512e-153.62585982623024e-150.999999999999998
222.12178326141188e-164.24356652282376e-161
231.31978406470402e-172.63956812940804e-171
247.89269626156615e-191.57853925231323e-181
254.63504125564217e-209.27008251128435e-201
262.03002650192292e-194.06005300384585e-191
274.84475265354455e-199.6895053070891e-191
284.0623244326456e-208.1246488652912e-201
297.97349869816906e-211.59469973963381e-201
301.35975919985693e-212.71951839971386e-211
311.30837291067363e-222.61674582134725e-221
321.54593735070913e-233.09187470141826e-231
331.25881621932171e-242.51763243864341e-241
341.10894328696068e-252.21788657392136e-251
352.36739003898186e-264.73478007796373e-261
367.62434716354625e-271.52486943270925e-261
371.84682593789920e-273.69365187579841e-271
382.86479148741725e-285.72958297483451e-281
395.55277178399254e-291.11055435679851e-281
402.71954942962187e-295.43909885924374e-291
416.36432108100397e-050.0001272864216200790.99993635678919
420.0004105907232427190.0008211814464854370.999589409276757
430.001567633027974460.003135266055948910.998432366972026
440.01563058825674790.03126117651349580.984369411743252
450.054849496726530.109698993453060.94515050327347
460.07839547526319230.1567909505263850.921604524736808
470.08206500176131520.1641300035226300.917934998238685
480.07033835218464010.1406767043692800.92966164781536
490.05511016022509720.1102203204501940.944889839774903
500.05815670432904160.1163134086580830.941843295670958
510.04655360240973280.09310720481946560.953446397590267
520.06229025151988860.1245805030397770.937709748480111
530.04842828169940330.09685656339880650.951571718300597
540.04257441589055140.08514883178110270.957425584109449
550.04862830006037090.09725660012074190.951371699939629
560.03801172715538010.07602345431076030.96198827284462
570.036004254199080.072008508398160.96399574580092
580.03244354718242440.06488709436484890.967556452817576
590.03506153224811790.07012306449623570.964938467751882
600.03197972158050890.06395944316101770.96802027841949
610.02518367997337990.05036735994675980.97481632002662
620.0307667209092550.061533441818510.969233279090745
630.02695019817842720.05390039635685440.973049801821573
640.02200097273011570.04400194546023140.977999027269884
650.01791335638199110.03582671276398210.98208664361801
660.01398846707092530.02797693414185060.986011532929075
670.01077712763893250.02155425527786500.989222872361068
680.01003770032601150.02007540065202300.989962299673989
690.007895194893503910.01579038978700780.992104805106496
700.006921850360738320.01384370072147660.993078149639262
710.005151738465314960.01030347693062990.994848261534685
720.00443158616369550.0088631723273910.995568413836305
730.006512863425902150.01302572685180430.993487136574098
740.006786686356327430.01357337271265490.993213313643672
750.00542181519495730.01084363038991460.994578184805043
760.004724941191992240.009449882383984480.995275058808008
770.005125033016239540.01025006603247910.99487496698376
780.005727813151969610.01145562630393920.99427218684803
790.004553457759442390.009106915518884780.995446542240558
800.003485571371499640.006971142742999280.9965144286285
810.002784784030544830.005569568061089650.997215215969455
820.003058917239159580.006117834478319160.99694108276084
830.002220686415148250.00444137283029650.997779313584852
840.002018723203696270.004037446407392540.997981276796304
850.001486114596497250.00297222919299450.998513885403503
860.002167880351719530.004335760703439060.99783211964828
870.002213869664460290.004427739328920590.99778613033554
880.001832082169519770.003664164339039530.99816791783048
890.001382070000984080.002764140001968170.998617929999016
900.0009792417507692830.001958483501538570.99902075824923
910.0006813992816985940.001362798563397190.999318600718301
920.0005080994977250680.001016198995450140.999491900502275
930.0004782805853092090.0009565611706184180.99952171941469
940.0003509631470023010.0007019262940046020.999649036852998
950.0003316340052130780.0006632680104261570.999668365994787
960.0002451273586961710.0004902547173923420.999754872641304
970.0002188548383332490.0004377096766664990.999781145161667
980.0001781248497474660.0003562496994949320.999821875150253
990.0002597578169325220.0005195156338650450.999740242183067
1000.0001915552534067190.0003831105068134370.999808444746593
1010.0001515960384585390.0003031920769170790.999848403961541
1020.0001003509307892270.0002007018615784530.99989964906921
1030.0001611106566634410.0003222213133268820.999838889343337
1040.0001122434673677350.0002244869347354700.999887756532632
1059.06556921776654e-050.0001813113843553310.999909344307822
1067.70631204286503e-050.0001541262408573010.999922936879571
1076.16398339991299e-050.0001232796679982600.999938360166
1084.54095164131261e-059.08190328262521e-050.999954590483587
1097.25040277361824e-050.0001450080554723650.999927495972264
1105.80819581568907e-050.0001161639163137810.999941918041843
1114.60505596644957e-059.21011193289914e-050.999953949440336
1125.33111158856538e-050.0001066222317713080.999946688884114
1134.39428816598311e-058.78857633196622e-050.99995605711834
1145.76035197264051e-050.0001152070394528100.999942396480274
1154.66613068630819e-059.33226137261638e-050.999953338693137
1165.09551491611034e-050.0001019102983222070.999949044850839
1170.0001632230936550030.0003264461873100060.999836776906345
1180.007129520396518950.01425904079303790.992870479603481
1190.04937991602752220.09875983205504430.950620083972478
1200.2605406043920890.5210812087841770.739459395607911
1210.3949850304963920.7899700609927840.605014969503608
1220.4365478953079220.8730957906158440.563452104692078
1230.3994668734945690.7989337469891370.600533126505431
1240.4425910312425140.8851820624850290.557408968757486
1250.5381545470751170.9236909058497660.461845452924883
1260.9678969355240850.06420612895183050.0321030644759153
1270.9687628535395040.0624742929209920.031237146460496
1280.9916635594392950.016672881121410.008336440560705
1290.992190792074340.01561841585132130.00780920792566063
1300.9920177371838720.01596452563225590.00798226281612796
1310.9946701703290430.01065965934191340.00532982967095671
1320.9981540921683480.003691815663304540.00184590783165227
1330.9978597335185890.004280532962822510.00214026648141126
1340.9973343395765260.005331320846948110.00266566042347406
1350.9967764988791080.006447002241784450.00322350112089222
1360.9977190573466880.0045618853066240.002280942653312
1370.9970084484772820.005983103045435670.00299155152271783
1380.9984271360520920.003145727895815790.00157286394790789
1390.99841800411550.003163991769001930.00158199588450096
1400.9985852330538720.002829533892256170.00141476694612809
1410.9995185584260160.0009628831479669580.000481441573983479
1420.9999494506185050.0001010987629895655.05493814947824e-05
1430.999950730203359.85395932984664e-054.92697966492332e-05
1440.9999196668618990.0001606662762022038.03331381011017e-05
1450.9999550567697198.98864605624566e-054.49432302812283e-05
1460.9999999966567686.68646338306663e-093.34323169153332e-09
1470.9999999974532735.09345350101669e-092.54672675050835e-09
1480.99999999511929.76159905468904e-094.88079952734452e-09
1490.9999999979095854.18082969165697e-092.09041484582849e-09
1500.9999999976900244.61995127703249e-092.30997563851624e-09
1510.9999999980951263.80974830521087e-091.90487415260543e-09
15213.30634857095627e-271.65317428547813e-27
15312.79630346664577e-261.39815173332289e-26
15412.15871539322375e-251.07935769661187e-25
15518.30831465454634e-254.15415732727317e-25
15617.19969358263877e-253.59984679131939e-25
15712.05820906109168e-241.02910453054584e-24
15811.66759614120743e-238.33798070603714e-24
15911.33597651320567e-226.67988256602833e-23
16011.20825050737338e-216.04125253686689e-22
16111.04677953003320e-205.23389765016598e-21
16218.64889831781923e-204.32444915890962e-20
16316.25197171023116e-193.12598585511558e-19
16412.25171591530662e-181.12585795765331e-18
16511.19402217062670e-185.97011085313349e-19
16615.80672969566772e-182.90336484783386e-18
16715.04938992744853e-172.52469496372426e-17
16814.15616664309051e-162.07808332154526e-16
1690.9999999999999983.7896173548211e-151.89480867741055e-15
1700.999999999999992.05355241677018e-141.02677620838509e-14
1710.9999999999999331.32990798283547e-136.64953991417735e-14
1720.9999999999997664.69081929565034e-132.34540964782517e-13
1730.99999999999921.60057042611828e-128.00285213059138e-13
1740.9999999999928741.42513972608697e-117.12569863043483e-12
1750.9999999999563878.72253583271511e-114.36126791635756e-11
1760.9999999996450777.09844999959725e-103.54922499979862e-10
1770.9999999979738534.05229422485849e-092.02614711242925e-09
1780.9999999845665733.08668546203582e-081.54334273101791e-08
1790.9999999452390671.09521866451742e-075.4760933225871e-08
1800.9999998713492172.57301566426044e-071.28650783213022e-07
1810.999999157671191.68465762039943e-068.42328810199713e-07
1820.9999981740121573.65197568562205e-061.82598784281103e-06
1830.999985407657642.91846847209865e-051.45923423604932e-05
1840.9998701799544660.0002596400910674650.000129820045533732
1850.9985037709930020.002992458013995610.00149622900699781


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level1290.732954545454545NOK
5% type I error level1480.840909090909091NOK
10% type I error level1630.926136363636364NOK