Multiple Linear Regression - Estimated Regression Equation
Teamwork33[t] = + 49.6085876250846 -0.139372560558695geslacht[t] -0.308848721560136leeftijd[t] -0.397800126959575opleiding[t] -0.197798722000610Neuroticisme[t] -0.498369913461478Extraversie[t] -0.0686083798311122Openheid[t] -0.327316080922906Beroep[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)49.60858762508465.2723189.409300
geslacht-0.1393725605586950.053863-2.58750.0104260.005213
leeftijd-0.3088487215601360.048803-6.328500
opleiding-0.3978001269595750.052168-7.625400
Neuroticisme-0.1977987220006100.06838-2.89270.0042730.002137
Extraversie-0.4983699134614780.054295-9.178900
Openheid-0.06860837983111220.056159-1.22170.2233690.111684
Beroep-0.3273160809229060.05581-5.864800


Multiple Linear Regression - Regression Statistics
Multiple R0.771539000887454
R-squared0.595272429890411
Adjusted R-squared0.580122199993261
F-TEST (value)39.291313328676
F-TEST (DF numerator)7
F-TEST (DF denominator)187
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation7.95572041113526
Sum Squared Residuals11835.8821176488


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
145.54053271727264-1.54053271727264
245.74589718679147-1.74589718679147
358.33570181710378-3.33570181710378
4211.2937880660300-9.29378806603005
5313.3026012132565-10.3026012132565
651.989095733610633.01090426638937
741.114071509501622.88592849049838
844.03839277955215-0.0383927795521541
944.7702828756198-0.7702828756198
1043.453264026310170.546735973689828
1152.092710330884062.90728966911594
1245.76639963152664-1.76639963152664
1332.967922517536870.0320774824631324
1444.38052696024856-0.380526960248558
1535.69799554812209-2.69799554812209
1637.07539212922545-4.07539212922545
17411.8699894832529-7.86998948325292
1831.215078227148801.78492177285120
194-0.5227784996388694.52277849963887
20213.0060321043531-11.0060321043531
2143.753683409478520.246316590521480
22313.8449221247115-10.8449221247115
2342.021608818418581.97839118158142
2442.715355384510941.28464461548906
2535.48564618538407-2.48564618538407
2630.7235179984461592.27648200155384
2726.74764702460978-4.74764702460978
2844.23864647364891-0.238646473648908
2958.37698342923519-3.37698342923519
30414.8180591973579-10.8180591973579
3115.21328217398476-4.21328217398476
3212.63336413119257-1.63336413119257
3311.30080629405956-0.300806294059556
3414.29568543288673-3.29568543288673
35111.4492260197185-10.4492260197185
3627.06148343418202-5.06148343418202
3711.38177084150096-0.38177084150096
3824.38235803111947-2.38235803111947
3922.18435628371811-0.184356283718110
4015.53728230046518-4.53728230046518
414818.957497887690829.0425021123092
424811.226590021673736.7734099783263
432617.70587471327668.29412528672336
444614.931002961534831.0689970384652
4531.990292063004281.00970793699572
46310.9230375848442-7.92303758484422
4743.096977698703210.90302230129679
4821.390753735475150.609246264524851
4924.43219800826241-2.43219800826241
5032.356329102001130.643670897998866
5126.5941901103881-4.59419011038809
524-1.243495428020175.24349542802017
5357.08161795010098-2.08161795010098
5438.62435464925371-5.6243546492537
5547.93807414448493-3.93807414448493
5654.349262272769390.650737727230611
575-2.252356208202347.25235620820234
5833.04471462734026-0.0447146273402611
5948.80647138782632-4.80647138782632
6032.537696167921650.462303832078353
613-0.3669473463372233.36694734633722
62210.5258592723023-8.52585927230233
6336.85476884474955-3.85476884474955
6448.22282882211235-4.22282882211235
6541.019032601104462.98096739889554
664-1.299370445555905.2993704455559
6741.245480359550892.75451964044911
6831.147443856977651.85255614302235
6935.8343252163428-2.8343252163428
7030.2040003935972962.79599960640270
71210.5235407011182-8.52354070111824
72312.1013460772376-9.1013460772376
7336.89967516579061-3.89967516579061
7435.81166749650087-2.81166749650087
7539.30034715547275-6.30034715547275
7651.662897363102083.33710263689792
77312.0793714459706-9.0793714459706
785-0.8380111879511795.83801118795118
7940.2730929123135193.72690708768648
8045.55314304503774-1.55314304503774
81410.2507998789184-6.25079987891844
82515.5395409497259-10.5395409497259
8343.034227658761200.965772341238795
8451.091945055204613.90805494479539
8533.0599014711538-0.0599014711538007
863-1.239628057637014.23962805763701
87212.8177027760521-10.8177027760521
8833.09116429662244-0.0911642966224442
8942.120431481072171.87956851892782
9055.56521878961001-0.565218789610011
9157.90748360989653-2.90748360989653
9233.13463950510875-0.134639505108745
9320.5644456819451641.43555431805484
9430.6526597505614062.34734024943859
95410.1419236235833-6.1419236235833
9618.70964586416737-7.70964586416737
9747.73358717527648-3.73358717527648
9832.434768955310570.565231044689433
9937.3222029494952-4.32220294949519
10043.010115754850980.989884245149022
101312.0729959484639-9.07299594846386
10246.8762142234261-2.8762142234261
10327.86510020303653-5.86510020303653
10431.375936680469091.62406331953091
105310.9128298956032-7.9128298956032
10633.05014031135404-0.0501403113540434
10727.32350070540654-5.32350070540654
10850.5883506337314354.41164936626856
10958.33441345882437-3.33441345882437
11040.7489687936236063.25103120637639
11122.27938638218655-0.279386382186551
112313.1689655495660-10.1689655495660
113310.5008305852629-7.50083058526286
11434.88410224465903-1.88410224465903
11540.5280465477836993.4719534522163
11650.747253478541894.25274652145811
11748.4615530373401-4.4615530373401
1182228.7331553218017-6.73315532180165
1191628.7063562534502-12.7063562534502
1203628.32899377882097.67100622117911
1213531.64216591690943.35783408309063
1222529.6977597761604-4.69775977616038
1232735.7961286537927-8.79612865379268
1243228.9207240807133.07927591928703
1253626.04588880322329.95411119677684
1265130.086500481794720.9134995182053
1273027.85952346238342.14047653761662
1282027.277866023109-7.27786602310897
1292927.27039969286881.72960030713118
1302626.8725516892917-0.872551689291674
1312027.2764631142216-7.27646311422158
1324027.257098450317312.7429015496827
1332926.63057818473662.36942181526336
1343225.97492125458916.02507874541087
1353329.62650317679563.37349682320437
1363230.80290158090861.19709841909140
1373429.06927908678674.93072091321325
1382425.9200026790982-1.92000267909818
1392527.5735371509640-2.57353715096395
1404130.852607008294110.1473929917059
1413927.049819288133211.9501807118668
1422123.9984405957733-2.99844059577330
1433826.158360540503711.8416394594963
1442825.60896911888712.39103088111292
1453725.212196189027511.7878038109725
146468.4633651647838337.5366348352162
147397.723919792212731.2760802077873
148218.1309591232091512.8690408767908
1493127.42399431973593.57600568026408
1502519.04629611496895.95370388503113
1512921.33020459071407.66979540928596
1523124.366788424476.63321157553001
15335.60917080306307-2.60917080306307
1542-3.523863568376965.52386356837696
15528.58502339424696-6.58502339424696
15659.33856342187934-4.33856342187933
15741.297441070065742.70255892993426
15823.07963806270505-1.07963806270505
159211.3790706800555-9.37907068005548
16020.646589559293651.35341044070635
16111.56356826790288-0.563568267902879
16221.196594056583570.803405943416427
163210.3458673393406-8.34586733934062
16420.6057837459068461.39421625409315
16516.49270797027965-5.49270797027965
16624.31899355966605-2.31899355966605
1672-1.669715374950183.66971537495018
168314.8709870052178-11.8709870052178
16928.7192849866857-6.7192849866857
170212.7259227019734-10.7259227019734
17110.3156419717490250.684358028250975
17227.39731284995304-5.39731284995304
1732-1.832566527530913.83256652753091
17421.920672094622590.0793279053774057
1752-0.6469046775785072.64690467757851
17621.847689340912300.152310659087697
17711.27728608843949-0.277286088439488
17823.54112084656403-1.54112084656403
17925.11856335900598-3.11856335900598
18040.4539268634392243.54607313656078
18155.37173013726864-0.371730137268636
1824-9.287840125459213.2878401254592
18310.7873511039254940.212648896074506
1842-9.3185333139463811.3185333139464
18520.07474485361818141.92525514638182
18624.3314176570819-2.3314176570819
18732.151302745186030.848697254813966
18824.86468470318074-2.86468470318074
189212.4110232873786-10.4110232873786
19024.57506500831849-2.57506500831849
191312.4312069441456-9.4312069441456
19228.82734113549848-6.82734113549848
1933-6.28169838711829.2816983871182
19425.90993265194108-3.90993265194108
19539.23716042935341-6.23716042935341


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
110.000332875204586140.000665750409172280.999667124795414
121.68402933510352e-053.36805867020705e-050.999983159706649
133.07037544078863e-066.14075088157727e-060.99999692962456
141.75905338270447e-073.51810676540894e-070.999999824094662
157.81530113846575e-081.56306022769315e-070.999999921846989
166.20055851749139e-091.24011170349828e-080.999999993799441
176.37318481244552e-101.27463696248910e-090.999999999362682
188.30729340803286e-111.66145868160657e-100.999999999916927
191.25424226072459e-112.50848452144919e-110.999999999987458
209.65306075663017e-131.93061215132603e-120.999999999999035
216.51834263203616e-141.30366852640723e-130.999999999999935
228.81323916358107e-151.76264783271621e-140.99999999999999
236.00199157128413e-161.20039831425683e-151
243.83528145289316e-177.67056290578633e-171
252.57106945427485e-185.14213890854971e-181
269.59638355367987e-181.91927671073597e-171
271.83285164602989e-173.66570329205979e-171
281.80028824634064e-183.60057649268128e-181
295.18210214275806e-191.03642042855161e-181
309.48919697945464e-201.89783939589093e-191
311.07345389169835e-202.14690778339670e-201
321.40360915249209e-212.80721830498417e-211
331.28116512082332e-222.56233024164665e-221
341.28383369198434e-232.56766738396867e-231
352.79389759195507e-245.58779518391014e-241
368.2392892877798e-251.64785785755596e-241
371.82766597670785e-253.6553319534157e-251
383.18555873555979e-266.37111747111957e-261
393.75587313646106e-277.51174627292212e-271
407.35866422008247e-271.47173284401649e-261
410.0004956163845567950.000991232769113590.999504383615443
420.003179906180548730.006359812361097460.996820093819451
430.01043203455272720.02086406910545440.989567965447273
440.1080558152915300.2161116305830610.89194418470847
450.1479949767074940.2959899534149880.852005023292506
460.2303676895827880.4607353791655760.769632310417212
470.1940962494430780.3881924988861560.805903750556922
480.1702535226919180.3405070453838370.829746477308082
490.1583479938590450.316695987718090.841652006140955
500.1376079605956540.2752159211913090.862392039404346
510.1144609166029130.2289218332058260.885539083397087
520.1178592845601980.2357185691203960.882140715439802
530.09646969782351960.1929393956470390.90353030217648
540.09565624963362370.1913124992672470.904343750366376
550.09451457058386630.1890291411677330.905485429416134
560.07968577632074150.1593715526414830.920314223679259
570.068425219233070.136850438466140.93157478076693
580.06822603763645780.1364520752729160.931773962363542
590.07623577666282570.1524715533256510.923764223337174
600.06568461048321130.1313692209664230.934315389516789
610.06044965559813670.1208993111962730.939550344401863
620.08803649103308420.1760729820661680.911963508966916
630.0907156685908790.1814313371817580.909284331409121
640.08305954327983480.1661190865596700.916940456720165
650.07054550959037150.1410910191807430.929454490409628
660.05822166863400890.1164433372680180.94177833136599
670.04814454170940640.09628908341881290.951855458290594
680.04551145986216290.09102291972432590.954488540137837
690.03809035530778890.07618071061557780.96190964469221
700.03627788535129670.07255577070259350.963722114648703
710.03311729138007110.06623458276014220.966882708619929
720.0269341550267530.0538683100535060.973065844973247
730.02894060192356250.0578812038471250.971059398076437
740.03260670441580620.06521340883161250.967393295584194
750.02700211027178220.05400422054356450.972997889728218
760.02312411332863930.04624822665727860.97687588667136
770.02064824366754680.04129648733509360.979351756332453
780.02109149102837090.04218298205674180.97890850897163
790.01787931076748510.03575862153497010.982120689232515
800.01647810368596080.03295620737192170.98352189631404
810.01451070636706320.02902141273412630.985489293632937
820.01700359297675940.03400718595351890.98299640702324
830.01304904536162240.02609809072324470.986950954638378
840.01188983466761510.02377966933523030.988110165332385
850.009189116997499050.01837823399499810.9908108830025
860.01016962996153580.02033925992307150.989830370038464
870.00952363219743340.01904726439486680.990476367802567
880.008085219333094080.01617043866618820.991914780666906
890.006512406320701690.01302481264140340.993487593679298
900.004835252933948350.00967050586789670.995164747066052
910.003629605601091830.007259211202183660.996370394398908
920.002697684601118920.005395369202237830.997302315398881
930.002124435173431270.004248870346862530.997875564826569
940.001660586662280390.003321173324560770.99833941333772
950.001446518636732610.002893037273465220.998553481363267
960.001415352241726000.002830704483452010.998584647758274
970.001107407593438280.002214815186876570.998892592406562
980.001002091896811380.002004183793622770.998997908103189
990.001330190662346860.002660381324693720.998669809337653
1000.000956640939201760.001913281878403520.999043359060798
1010.0007737510672227320.001547502134445460.999226248932777
1020.0005340335158465630.001068067031693130.999465966484153
1030.000947479766839320.001894959533678640.99905252023316
1040.0007073793453725030.001414758690745010.999292620654628
1050.0006060263740066490.001212052748013300.999393973625993
1060.0005574265055329160.001114853011065830.999442573494467
1070.0004894292011260420.0009788584022520840.999510570798874
1080.0003637011102438760.0007274022204877530.999636298889756
1090.0002890126706139160.0005780253412278320.999710987329386
1100.0002189572913837750.000437914582767550.999781042708616
1110.0001680133604658780.0003360267209317560.999831986639534
1120.0001809020605682070.0003618041211364150.999819097939432
1130.0001535783596852780.0003071567193705560.999846421640315
1140.0001235495392562260.0002470990785124520.999876450460744
1159.01596979440711e-050.0001803193958881420.999909840302056
1166.66064684600807e-050.0001332129369201610.99993339353154
1170.0001039870293271270.0002079740586542530.999896012970673
1180.0003081624740052780.0006163249480105560.999691837525995
1190.000767749054546710.001535498109093420.999232250945453
1200.004066057841070920.008132115682141850.99593394215893
1210.008390559234557590.01678111846911520.991609440765442
1220.008660627079451060.01732125415890210.99133937292055
1230.006731475626455740.01346295125291150.993268524373544
1240.007307205349948020.01461441069989600.992692794650052
1250.01042896654231400.02085793308462800.989571033457686
1260.2878605253311930.5757210506623870.712139474668807
1270.2677380177720900.5354760355441810.73226198222791
1280.4700930157644380.9401860315288770.529906984235562
1290.4546902466290060.9093804932580130.545309753370994
1300.4637055148895230.9274110297790460.536294485110477
1310.5497057103944920.9005885792110160.450294289605508
1320.6781615972932810.6436768054134380.321838402706719
1330.6492758179865750.701448364026850.350724182013425
1340.6140594143603250.771881171279350.385940585639675
1350.6338667905088440.7322664189823110.366133209491156
1360.6858591315304830.6282817369390350.314140868469517
1370.6529902606788530.6940194786422940.347009739321147
1380.7212653970920750.557469205815850.278734602907925
1390.7393642672787290.5212714654425430.260635732721271
1400.7644374876556620.4711250246886760.235562512344338
1410.8556285381690260.2887429236619480.144371461830974
1420.9327070214359480.1345859571281050.0672929785640523
1430.961344660246950.07731067950609850.0386553397530492
1440.9557142529871290.08857149402574210.0442857470128711
1450.9830258607419880.03394827851602330.0169741392580117
1460.9999997006036495.98792702817675e-072.99396351408838e-07
1470.9999999050042321.89991536010069e-079.49957680050347e-08
1480.9999997986572584.02685483950036e-072.01342741975018e-07
1490.999999892957852.14084299996821e-071.07042149998410e-07
1500.999999841971323.16057360029883e-071.58028680014941e-07
1510.9999998320115873.35976826948974e-071.67988413474487e-07
15211.06444353769508e-255.32221768847539e-26
15313.85032867366682e-251.92516433683341e-25
15413.06513006702655e-241.53256503351327e-24
15511.27714000607843e-236.38570003039214e-24
15615.15910326060828e-242.57955163030414e-24
15711.99373826439351e-249.96869132196754e-25
15811.71868711764767e-238.59343558823833e-24
15911.26125181945533e-226.30625909727666e-23
16011.24053009161772e-216.20265045808858e-22
16117.36099897388477e-213.68049948694239e-21
16214.71692695730218e-202.35846347865109e-20
16313.64605909355228e-191.82302954677614e-19
16411.92702546181660e-189.63512730908301e-19
16513.20242167371673e-181.60121083685836e-18
16612.73093426699121e-171.36546713349560e-17
16712.60498225001989e-161.30249112500995e-16
1680.9999999999999992.02742854939359e-151.01371427469680e-15
1690.999999999999991.82470912534778e-149.12354562673888e-15
1700.9999999999999321.36885398848659e-136.84426994243295e-14
1710.999999999999911.80747820577943e-139.03739102889716e-14
1720.9999999999991531.69322386992273e-128.46611934961367e-13
1730.999999999994961.00797412815165e-115.03987064075823e-12
1740.999999999952149.57194822140053e-114.78597411070027e-11
1750.999999999579328.41359193607225e-104.20679596803612e-10
1760.9999999962872667.42546718335215e-093.71273359167607e-09
1770.999999994748941.05021203862190e-085.25106019310952e-09
1780.9999999845041223.09917565628446e-081.54958782814223e-08
1790.9999999471054841.05789032311418e-075.2894516155709e-08
1800.9999994071108771.18577824551565e-065.92889122757827e-07
1810.9999963217761067.35644778822883e-063.67822389411442e-06
1820.9999818194275683.63611448630276e-051.81805724315138e-05
1830.999930016914480.0001399661710399486.99830855199738e-05
1840.9996362917861490.000727416427702490.000363708213851245


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level1020.586206896551724NOK
5% type I error level1230.706896551724138NOK
10% type I error level1340.770114942528736NOK