Multiple Linear Regression - Estimated Regression Equation
Teamwork33[t] = + 55.6998054685839 -0.189599030063312geslacht[t] -0.36257731331915leeftijd[t] -0.312586350508122opleiding[t] -0.437634633702589Neuroticisme[t] -0.193414361348253Extraversie[t] -0.451755541671207Openheid[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-0.1895990300633120.056822-3.33670.0010220.000511
leeftijd-0.362577313319150.059629-6.080500
opleiding-0.3125863505081220.076485-4.08696.5e-053.2e-05
Neuroticisme-0.4376346337025890.057654-7.590700
Extraversie-0.1934143613482530.065404-2.95720.0035030.001751
Openheid-0.4517555416712070.057789-7.817400


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
147.49043908553878-3.49043908553878
246.20287723694153-2.20287723694153
3521.438441876034-16.438441876034
425.81601751335401-3.81601751335401
5310.3891311690326-7.38913116903262
657.15778858041542-2.15778858041542
74-0.3936443199512044.3936443199512
84-0.7472582996803544.74725829968035
945.47530936369507-1.47530936369507
1043.545841553487260.454158446512739
1154.550291262980580.449708737019421
1244.30267725524188-0.302677255241883
1334.43567060495025-1.43567060495025
1443.201773298115010.798226701884991
1536.68257747079457-3.68257747079457
1638.60823237338215-5.60823237338215
17418.1420458360980-14.1420458360980
1830.1533074964404442.84669250355956
194-2.108135300979506.1081353009795
2025.22727821541455-3.22727821541455
2143.526979921325770.473020078674229
2239.0157532294905-6.0157532294905
2340.3540097711938713.64599022880613
2447.64971419845399-3.64971419845399
2537.42339441874735-4.42339441874735
2630.7047931212779582.29520687872204
2728.29219486957127-6.29219486957126
2849.72445772923752-5.72445772923752
29512.0051185913063-7.00511859130632
30421.1695795231163-17.1695795231163
3119.73524341423399-8.73524341423399
3216.48561452294027-5.48561452294027
3316.41353518685715-5.41353518685715
3418.37066365967139-7.37066365967139
35114.9229789148632-13.9229789148632
36211.8026163579263-9.80261635792626
3716.38087003596339-5.38087003596339
3829.86435009272884-7.86435009272884
3929.5505726852-7.55057268519999
4018.9724934369157-7.9724934369157
414820.574347734373727.4256522656263
424812.755498331215235.2445016687848
432619.73200980688286.26799019311715
444615.325884324967930.6741156750321
4531.283148579551441.71685142044856
46312.0330128244449-9.0330128244449
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
5548.5589228315201-4.55892283152009
5654.524788577985660.475211422014344
575-3.590288685521728.59028868552172
5833.55667583791473-0.556675837914733
5947.8463824282773-3.84638242827729
6031.945508626919881.05449137308012
613-1.180919580395124.18091958039512
62212.2205870112505-10.2205870112505
6338.17655727477999-5.17655727477999
6449.92320152995495-5.92320152995495
654-0.3173910069354654.31739100693547
664-2.031044677698946.03104467769894
6740.5124350693020123.48756493069799
683-0.2366507179530833.23665071795308
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
7650.2748225693119134.72517743068809
77313.0671145430685-10.0671145430685
785-0.2001727224124825.20017272241248
7940.9215993957380233.07840060426198
8047.45902975122536-3.45902975122536
81412.4558171993673-8.45581719936728
82519.8807693942138-14.8807693942138
8343.273419149926010.726580850073986
845-0.5295962347105195.52959623471052
8532.598970494246820.401029505753185
863-1.460444069536584.46044406953658
87214.5647980920523-12.5647980920523
8832.238546746573960.761453253426041
8941.984743242834362.01525675716564
9057.22862136896056-2.22862136896056
9159.7920390734676-4.79203907346761
9232.788908341102510.211091658897495
932-0.2845123759444762.28451237594448
943-0.08479293953239743.0847929395324
95411.3852339257169-7.38523392571693
9616.91731042626237-5.91731042626237
9749.52457273048142-5.52457273048142
9830.8978399056181572.10216009438184
9939.6197855591749-6.61978555917489
10044.55595875620675-0.555958756206749
101313.2430831143542-10.2430831143542
10246.44344747070794-2.44344747070794
10326.66629642871685-4.66629642871685
10431.834330342490571.16566965750943
105312.1496154968744-9.14961549687444
10630.7583735906996642.24162640930034
10727.40157032588241-5.40157032588241
1085-0.3287149523098235.32871495230982
109511.0764859960405-6.07648599604053
1104-0.3345793522207464.33457935222075
11121.566618921430150.433381078569851
112315.0818025005225-12.0818025005225
113310.1449546796304-7.14495467963035
11435.85813409527247-2.85813409527247
1154-0.3005009212270974.3005009212271
11651.215044168903293.78495583109671
117410.5089164907078-6.50891649070777
1182225.2902108490328-3.29021084903285
1191625.7033533975490-9.70335339754897
1203624.658420633921911.3415793660781
1213530.12522031878584.87477968121418
1222526.9689653449368-1.96896534493676
1232733.8978088897112-6.89780888971123
1243225.59336823921426.40663176078581
1253622.268864185064613.7311358149354
1265127.621335944529723.3786640554703
1273024.28542433680595.71457566319406
1282025.7606513910220-5.76065139102197
1292923.66975007400805.33024992599203
1302626.3567442029008-0.356744202900768
1312024.7596110009139-4.75961100091395
1324024.139682530741815.8603174692582
1332923.65681593609685.34318406390317
1343222.24180913918489.75819086081517
1353330.27767321181342.72232678818661
1363229.27773076334752.72226923665249
1373426.33246869854627.66753130145384
1382422.45308504167961.54691495832038
1392526.5822879859135-1.58228798591350
1404128.032673521380812.9673264786192
1413923.735665462760115.2643345372399
1422121.4490311081455-0.449031108145486
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
1523122.83578773665978.16421226334032
15335.2871865835644-2.2871865835644
1544-2.596575845688186.59657584568818
155110.0455902085590-9.04559020855899
15619.52600784199112-8.52600784199112
15752.887301060132172.11269893986783
15844.38806400479118-0.388064004791182
159311.5278536673446-8.52785366734465
16032.085325274116180.914674725883817
16143.005833176371930.994166823628073
16230.574915630846372.42508436915363
163212.3705193858617-10.3705193858617
16411.45944363063282-0.459443630632816
16518.13608420833946-7.13608420833946
16654.145638572322110.854361427677886
1674-1.775496689979645.77549668997964
168312.9822080310787-9.98220803107873
16949.10209637283875-5.10209637283875
170513.5079740966920-8.50797409669199
1714-0.3720172215578854.37201722155789
172410.0298591080536-6.02985910805359
1732-1.528719059253483.52871905925348
17433.70069691844701-0.70069691844701
1754-0.469813712285114.46981371228511
17633.42071674560705-0.420716745607054
17741.276557271616632.72344272838337
17833.28638587754914-0.286385877549136
17946.5252853613354-2.52528536133539
18010.4683764055988040.531623594401196
18124.29927877414268-2.29927877414268
1823-8.485416286624811.4854162866248
18331.414492342348791.58550765765121
1845-9.1332635274227614.1332635274228
18540.3821078673381033.6178921326619
18634.60459360858908-1.60459360858908
18731.363873110385241.63612688961476
18835.76147521941344-2.76147521941344
189311.9830168702179-8.98301687021793
19046.60651852317355-2.60651852317355
191312.1621882751171-9.1621882751171
192210.0663235120214-8.06632351202139
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
111.46898784608528e-052.93797569217056e-050.99998531012154
126.47391040054469e-071.29478208010894e-060.99999935260896
131.42939907504495e-072.85879815008989e-070.999999857060093
148.76737946807497e-091.75347589361499e-080.99999999123262
153.48740631134592e-096.97481262269184e-090.999999996512594
162.58045211477036e-105.16090422954072e-100.999999999741955
172.70998481543945e-115.4199696308789e-110.9999999999729
183.04604061880162e-126.09208123760324e-120.999999999996954
194.59578877009909e-139.19157754019818e-130.99999999999954
202.94392286527703e-145.88784573055406e-140.99999999999997
211.81292991311512e-153.62585982623024e-150.999999999999998
222.12178326141187e-164.24356652282373e-161
231.31978406470402e-172.63956812940804e-171
247.89269626156615e-191.57853925231323e-181
254.63504125564217e-209.27008251128435e-201
262.03002650192295e-194.06005300384591e-191
274.84475265354445e-199.6895053070889e-191
284.0623244326456e-208.1246488652912e-201
297.97349869816917e-211.59469973963383e-201
301.35975919985693e-212.71951839971386e-211
311.30837291067362e-222.61674582134723e-221
321.54593735070914e-233.09187470141828e-231
331.25881621932171e-242.51763243864342e-241
341.10894328696068e-252.21788657392137e-251
352.36739003898183e-264.73478007796366e-261
367.62434716354636e-271.52486943270927e-261
371.84682593789919e-273.69365187579838e-271
382.86479148741725e-285.72958297483451e-281
395.55277178399261e-291.11055435679852e-281
402.71954942962179e-295.43909885924358e-291
416.36432108100396e-050.0001272864216200790.99993635678919
420.0004105907232427160.0008211814464854330.999589409276757
430.001567633027974490.003135266055948970.998432366972026
440.01563058825674790.03126117651349580.984369411743252
450.054849496726530.109698993453060.94515050327347
460.07839547526319190.1567909505263840.921604524736808
470.08206500176131540.1641300035226310.917934998238685
480.070338352184640.140676704369280.92966164781536
490.05511016022509730.1102203204501950.944889839774903
500.05815670432904130.1163134086580830.941843295670959
510.04655360240973270.09310720481946550.953446397590267
520.06229025151988870.1245805030397770.937709748480111
530.04842828169940290.09685656339880590.951571718300597
540.04257441589055160.08514883178110310.957425584109448
550.0486283000603710.0972566001207420.951371699939629
560.03801172715538020.07602345431076040.96198827284462
570.03600425419908030.07200850839816050.96399574580092
580.03244354718242410.06488709436484820.967556452817576
590.03506153224811780.07012306449623560.964938467751882
600.03197972158050880.06395944316101760.968020278419491
610.02518367997338010.05036735994676020.97481632002662
620.03076672090925510.06153344181851010.969233279090745
630.02695019817842720.05390039635685450.973049801821573
640.02200097273011570.04400194546023150.977999027269884
650.01791335638199120.03582671276398240.982086643618009
660.01398846707092530.02797693414185060.986011532929075
670.01077712763893250.02155425527786510.989222872361067
680.01003770032601150.02007540065202300.989962299673989
690.007895194893503940.01579038978700790.992104805106496
700.006921850360738250.01384370072147650.993078149639262
710.0051517384653150.010303476930630.994848261534685
720.00443158616369560.00886317232739120.995568413836304
730.006512863425902140.01302572685180430.993487136574098
740.006786686356327430.01357337271265490.993213313643673
750.00542181519495730.01084363038991460.994578184805043
760.004724941191992350.00944988238398470.995275058808008
770.005125033016239620.01025006603247920.99487496698376
780.005727813151969570.01145562630393910.99427218684803
790.004553457759442390.009106915518884770.995446542240558
800.003485571371499660.006971142742999330.9965144286285
810.002784784030544840.005569568061089680.997215215969455
820.003058917239159600.006117834478319210.99694108276084
830.002220686415148240.004441372830296470.997779313584852
840.002018723203696280.004037446407392560.997981276796304
850.001486114596497230.002972229192994450.998513885403503
860.002167880351719510.004335760703439010.99783211964828
870.002213869664460300.004427739328920610.99778613033554
880.001832082169519750.003664164339039510.99816791783048
890.00138207000098410.00276414000196820.998617929999016
900.0009792417507692820.001958483501538560.99902075824923
910.0006813992816985860.001362798563397170.999318600718301
920.0005080994977250630.001016198995450130.999491900502275
930.000478280585309210.000956561170618420.99952171941469
940.0003509631470023040.0007019262940046090.999649036852998
950.0003316340052130730.0006632680104261460.999668365994787
960.0002451273586961680.0004902547173923360.999754872641304
970.000218854838333250.00043770967666650.999781145161667
980.0001781248497474630.0003562496994949260.999821875150253
990.0002597578169325220.0005195156338650430.999740242183067
1000.0001915552534067200.0003831105068134410.999808444746593
1010.0001515960384585370.0003031920769170750.999848403961542
1020.0001003509307892270.0002007018615784530.99989964906921
1030.0001611106566634410.0003222213133268810.999838889343337
1040.0001122434673677330.0002244869347354660.999887756532632
1059.06556921776669e-050.0001813113843553340.999909344307822
1067.70631204286519e-050.0001541262408573040.999922936879571
1076.16398339991307e-050.0001232796679982610.999938360166
1084.54095164131259e-059.08190328262517e-050.999954590483587
1097.25040277361813e-050.0001450080554723630.999927495972264
1105.80819581568908e-050.0001161639163137820.999941918041843
1114.6050559664495e-059.210111932899e-050.999953949440336
1125.33111158856546e-050.0001066222317713090.999946688884114
1134.39428816598304e-058.78857633196609e-050.99995605711834
1145.76035197264043e-050.0001152070394528090.999942396480274
1154.66613068630823e-059.33226137261646e-050.999953338693137
1165.09551491611035e-050.0001019102983222070.999949044850839
1170.0001632230936550070.0003264461873100140.999836776906345
1180.00712952039651890.01425904079303780.992870479603481
1190.04937991602752330.09875983205504660.950620083972477
1200.2605406043920920.5210812087841840.739459395607908
1210.3949850304963930.7899700609927870.605014969503607
1220.4365478953079220.8730957906158440.563452104692078
1230.3994668734945690.7989337469891380.600533126505431
1240.4425910312425050.885182062485010.557408968757495
1250.5381545470751140.9236909058497730.461845452924886
1260.9678969355240840.06420612895183160.0321030644759158
1270.9687628535395050.0624742929209910.0312371464604955
1280.9916635594392950.01667288112140990.00833644056070494
1290.992190792074340.01561841585132120.00780920792566058
1300.9920177371838720.01596452563225670.00798226281612834
1310.9946701703290430.01065965934191340.00532982967095669
1320.9981540921683480.003691815663304550.00184590783165227
1330.9978597335185890.004280532962822520.00214026648141126
1340.9973343395765260.005331320846948130.00266566042347407
1350.9967764988791080.006447002241784530.00322350112089227
1360.9977190573466880.004561885306624080.00228094265331204
1370.9970084484772820.005983103045435750.00299155152271787
1380.9984271360520920.003145727895815740.00157286394790787
1390.9984180041154990.0031639917690020.001581995884501
1400.9985852330538720.002829533892256220.00141476694612811
1410.9995185584260170.0009628831479669750.000481441573983487
1420.9999494506185050.0001010987629895645.05493814947819e-05
1430.999950730203359.85395932984673e-054.92697966492337e-05
1440.9999196668618990.0001606662762022058.03331381011026e-05
1450.9999550567697198.98864605624503e-054.49432302812251e-05
1460.9999999966567686.68646338306665e-093.34323169153333e-09
1470.9999999974532735.0934535010166e-092.5467267505083e-09
1480.99999999511929.76159905468892e-094.88079952734446e-09
1490.9999999979095854.18082969165697e-092.09041484582849e-09
1500.9999999976900244.61995127703244e-092.30997563851622e-09
1510.9999999980951263.80974830521104e-091.90487415260552e-09
15213.30634857095629e-271.65317428547815e-27
15312.79630346664577e-261.39815173332289e-26
15412.15871539322377e-251.07935769661188e-25
15518.30831465454616e-254.15415732727308e-25
15617.19969358263887e-253.59984679131944e-25
15712.05820906109165e-241.02910453054582e-24
15811.66759614120743e-238.33798070603714e-24
15911.33597651320565e-226.67988256602824e-23
16011.20825050737339e-216.04125253686693e-22
16111.04677953003320e-205.23389765016598e-21
16218.64889831781936e-204.32444915890968e-20
16316.2519717102312e-193.1259858551156e-19
16412.25171591530662e-181.12585795765331e-18
16511.19402217062669e-185.97011085313344e-19
16615.80672969566776e-182.90336484783388e-18
16715.04938992744853e-172.52469496372426e-17
16814.15616664309048e-162.07808332154524e-16
1690.9999999999999983.78961735482107e-151.89480867741054e-15
1700.999999999999992.05355241677018e-141.02677620838509e-14
1710.9999999999999331.32990798283547e-136.64953991417733e-14
1720.9999999999997654.69081929565034e-132.34540964782517e-13
1730.99999999999921.60057042611827e-128.00285213059137e-13
1740.9999999999928741.42513972608696e-117.12569863043478e-12
1750.9999999999563878.72253583271511e-114.36126791635756e-11
1760.9999999996450777.09844999959725e-103.54922499979863e-10
1770.9999999979738534.05229422485850e-092.02614711242925e-09
1780.9999999845665733.08668546203582e-081.54334273101791e-08
1790.9999999452390671.09521866451742e-075.4760933225871e-08
1800.9999998713492172.57301566426043e-071.28650783213022e-07
1810.999999157671191.68465762039943e-068.42328810199715e-07
1820.9999981740121573.65197568562208e-061.82598784281104e-06
1830.999985407657642.91846847209864e-051.45923423604932e-05
1840.9998701799544660.0002596400910674640.000129820045533732
1850.9985037709930020.002992458013995620.00149622900699781


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