Multiple Linear Regression - Estimated Regression Equation
Teamwork33rec[t] = + 56.3578676483602 -0.181121611496331geslacht[t] -0.217858586723552leeftijd[t] -0.403102859125285opleiding[t] -0.309347564888897Openheid[t] -0.308371926580031Neuroticisme[t] -0.526092314808072`Extraversie `[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)56.35786764836024.90695611.485300
geslacht-0.1811216114963310.064002-2.82990.0051620.002581
leeftijd-0.2178585867235520.057284-3.80310.0001939.7e-05
opleiding-0.4031028591252850.059104-6.820200
Openheid-0.3093475648888970.060651-5.10041e-060
Neuroticisme-0.3083719265800310.057734-5.341300
`Extraversie `-0.5260923148080720.047006-11.191900


Multiple Linear Regression - Regression Statistics
Multiple R0.751173541373145
R-squared0.564261689259072
Adjusted R-squared0.550355147426915
F-TEST (value)40.5752699750474
F-TEST (DF numerator)6
F-TEST (DF denominator)188
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation8.09104652000884
Sum Squared Residuals12307.4263523221


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
123.65569161191305-1.65569161191305
224.82015594122822-2.82015594122822
3111.4450438372218-10.4450438372218
447.90900623028884-3.90900623028884
5310.9457785996221-7.94577859962208
612.79294437218239-1.79294437218239
720.3179519942415231.68204800575848
821.298353629876630.70164637012337
926.07255225487497-4.07255225487497
1023.11890241421145-1.11890241421145
1113.54530006546956-2.54530006546956
1224.92023117635685-2.92023117635685
1334.19674308381483-1.19674308381483
1424.78417434712121-2.78417434712121
1535.40809310151865-2.40809310151865
1638.89488483282224-5.89488483282224
17214.1136362448752-12.1136362448752
1831.483806557351491.51619344264851
192-1.400988498423953.40098849842395
2049.15552152421692-5.15552152421692
2122.71235023979952-0.712350239799518
22310.8491350329213-7.84913503292135
2321.804424921047120.195575078952883
2426.13685790424487-4.13685790424487
2537.73651700664647-4.73651700664647
263-1.603505140987804.6035051409878
2746.95176581254102-2.95176581254102
2826.75290251608709-4.75290251608709
2917.62444787161133-6.62444787161133
30221.0144507437553-19.0144507437553
31111.7718563464008-10.7718563464008
3218.13482686884638-7.13482686884638
3316.26241810889727-5.26241810889727
3419.5530358536636-8.5530358536636
35115.6385762485134-14.6385762485134
36212.6626571803165-10.6626571803165
3716.91373349066285-5.91373349066285
38210.3796501305658-8.37965013056584
39210.9118618344566-8.91186183445657
40110.0479305771889-9.04793057718893
414824.779163805673123.2208361943269
424818.561044567171029.438955432829
432624.60743999525421.39256000474576
444622.504426813886923.4955731861131
4530.8851678933015582.11483210669844
46311.2324631782833-8.23246317828333
4742.334173221671671.66582677832833
482-1.393965531859803.3939655318598
492-0.4589066774151862.45890667741519
503-1.205371912424794.20537191242479
5125.49741981817633-3.49741981817633
524-1.909280066059455.90928006605945
5356.7423165217987-1.74231652179870
54310.5638733778826-7.56387337788265
5547.51509887411194-3.51509887411194
5655.0902582659543-0.090258265954297
575-5.270542682855910.2705426828559
5832.605496038290080.394503961709919
5944.53902564449172-0.539025644491719
6030.08153327631090332.91846672368910
613-1.474842590543034.47484259054303
62212.8727825102441-10.8727825102441
6338.62916684215383-5.62916684215383
6449.84199377090062-5.84199377090062
654-1.641463895413445.64146389541344
664-2.390690662684176.39069066268417
674-1.523715143774625.52371514377462
683-1.845399309489344.84539930948934
6937.320254476196-4.320254476196
703-3.082690013011716.08269001301171
7125.70609681280954-3.70609681280954
72313.3300996063586-10.3300996063586
7336.73316195574574-3.73316195574574
7437.6046921394136-4.60469213941360
75311.7621259274492-8.76212592744922
765-3.585519485011818.5855194850118
77312.4529192344847-9.45291923448468
785-0.6954774990037925.69547749900379
7942.342991172088961.65700882791104
8047.47924173032437-3.47924173032437
81412.4034753841663-8.40347538416633
82521.0709082572884-16.0709082572884
8343.445840305432960.554159694567039
845-3.221190993240098.2211909932401
8532.314160020344940.685839979655059
863-2.439123712998525.43912371299852
87214.6916352816308-12.6916352816308
8830.6127347206459152.38726527935408
8940.1820452460121763.81795475398782
9057.46501377248785-2.46501377248785
9158.87907044584107-3.87907044584107
9232.704929759411550.295070240588451
932-0.3814953196815232.38149531968152
943-1.956829834071434.95682983407143
9549.50835144418757-5.50835144418757
9615.36997226007593-4.36997226007593
97410.6497195173875-6.64971951738749
983-0.4791957082984743.47919570829847
99310.8557088183521-7.85570881835206
10045.25674818434468-1.25674818434468
101312.7053552969696-9.70535529696955
10243.552918818635520.447081181364483
10325.55562272390959-3.55562272390959
10431.805813865225511.19418613477449
105311.7090399878631-8.70903998786305
1063-2.565917638308295.5659176383083
10726.50925433892976-4.50925433892976
1085-1.537978113787486.53797811378748
109512.6014546122057-7.60145461220566
1104-1.449123150181615.44912315018161
11120.618342547130091.38165745286991
112314.3794804915105-11.3794804915105
11338.33901498440335-5.33901498440335
11435.97507472681706-2.97507472681706
1154-1.634936869460295.63493686946029
11651.354210357691273.64578964230873
117412.2699350720912-8.26993507209117
1183026.19494289760213.80505710239792
1192425.0122969624971-1.01229696249706
1202720.49750146564776.50249853435233
1212628.2320701741048-2.23207017410476
1223026.31412920656383.68587079343617
1231529.6137540617741-14.6137540617741
1242824.84037287611443.15962712388556
1253422.537194890218411.4628051097816
1262923.21137717280505.78862282719503
1272623.42824692780122.57175307219876
1283128.30941569369422.69058430630583
1292821.38345520401636.61654479598372
1303329.49614102299253.50385897700755
1313227.01086665668154.98913334331848
1323322.186447197952210.8135528020478
1333121.94230003164179.05769996835832
1343723.603781413909913.3962185860901
1352732.2822536819512-5.28225368195118
1361926.2717367879828-7.27173678798282
1372724.96864209621912.03135790378086
1383123.65846959855827.3415304014418
1393832.09139405409655.90860594590349
1402224.4479836716564-2.44798367165635
1413523.333595890392511.6664041096075
1423523.707941837074411.2920581629256
1433020.08704643779789.91295356220222
1444133.21723409937477.78276590062526
1452523.08147774293051.91852225706950
146266.0663929931834519.9336070068165
1473020.17702773801299.82297226198715
1482518.48786883536376.51213116463625
1493824.430868889571413.5691311104286
1503511.059466655248423.9405333447516
151499.5442504359473339.4557495640527
1524015.266291643449824.7337083565502
15333.86117843611636-0.86117843611636
1542-0.9655477219678732.96554772196787
155511.6273636758047-6.62736367580469
15658.32480193613167-3.32480193613167
15713.52043819858354-2.52043819858354
15823.45440122958215-1.45440122958215
15937.62762208407335-4.62762208407335
16033.03428154667045-0.0342815466704533
16122.77867170394853-0.778671703948527
16231.094517210095001.905482789905
163413.1985215817832-9.19852158178318
16454.559396128525370.440603871474633
16558.06870341105964-3.06870341105965
1661-0.5089871622570751.50898716225707
1672-0.7145971077679272.71459710776793
16839.5909729928579-6.5909729928579
16925.3028760002612-3.3028760002612
17017.25410691762637-6.25410691762637
1712-0.7699507055808022.7699507055808
172212.5795772448798-10.5795772448798
17340.5595010275592753.44049897244073
17433.70550563002747-0.705505630027472
17521.062645403803160.937354596196836
17634.83379723069364-1.83379723069364
17721.757503793952070.242496206047933
17833.29274131959690-0.292741319596895
17926.05171463634383-4.05171463634383
18053.072378662273571.92762133772643
18142.972399352892291.02760064710771
1823-6.130207880621989.13020788062198
18331.598248098330871.40175190166913
1841-6.809823882644417.80982388264441
1852-2.827550209506194.82755020950619
18631.038694486380951.96130551361905
18731.446248219157581.55375178084242
18837.56579694002818-4.56579694002818
18939.28822176585219-6.28822176585219
19026.77196077450595-4.77196077450595
19138.9126312915485-5.9126312915485
192410.4912633383816-6.49126333838164
19320.7544199245589331.24558007544107
19445.03335514991107-1.03335514991107
19523.65569161191377-1.65569161191377


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
100.0002468158761472570.0004936317522945150.999753184123853
111.75749591610434e-053.51499183220868e-050.999982425040839
128.1197712034293e-071.62395424068586e-060.99999918802288
131.87550414495736e-073.75100828991472e-070.999999812449585
141.20708398580669e-082.41416797161337e-080.99999998792916
155.01273743468723e-091.00254748693745e-080.999999994987263
163.89466743549885e-107.7893348709977e-100.999999999610533
174.22568707590942e-118.45137415181883e-110.999999999957743
184.95454520985085e-129.9090904197017e-120.999999999995046
197.71489264802238e-131.54297852960448e-120.999999999999229
205.22455248481107e-141.04491049696221e-130.999999999999948
213.36737965708210e-156.73475931416421e-150.999999999999997
224.21652457672521e-168.43304915345042e-161
232.72649062621617e-175.45298125243233e-171
241.72047124066403e-183.44094248132806e-181
251.06593615638218e-192.13187231276435e-191
264.91715672150619e-199.83431344301239e-191
271.19565503431552e-182.39131006863105e-181
281.04539750310065e-192.0907950062013e-191
292.16104172264669e-204.32208344529337e-201
302.84117319373774e-215.68234638747548e-211
312.83275794674141e-225.66551589348283e-221
322.43219697568112e-234.86439395136224e-231
332.1252352747663e-244.2504705495326e-241
342.17532915864978e-254.35065831729956e-251
351.07727023181189e-252.15454046362379e-251
361.44561490963593e-262.89122981927187e-261
371.65782159459822e-273.31564318919644e-271
385.38229533982967e-281.07645906796593e-271
391.46121926418044e-282.92243852836087e-281
401.41076615984121e-282.82153231968242e-281
412.57845244805132e-055.15690489610264e-050.99997421547552
427.86704036787008e-050.0001573408073574020.999921329596321
430.0007634279309907440.001526855861981490.99923657206901
440.01510417706119240.03020835412238480.984895822938808
450.01180130053857460.02360260107714920.988198699461425
460.0383442050082220.0766884100164440.961655794991778
470.02991140231220010.05982280462440020.9700885976878
480.02191748576499890.04383497152999780.978082514235001
490.02042098171876750.0408419634375350.979579018281233
500.01486706761943470.02973413523886940.985132932380565
510.01099535834980380.02199071669960750.989004641650196
520.008592157857044060.01718431571408810.991407842142956
530.006033916767795790.01206783353559160.993966083232204
540.0054293006764970.0108586013529940.994570699323503
550.004315703009022110.008631406018044230.995684296990978
560.003337968550509730.006675937101019470.99666203144949
570.003072101952641780.006144203905283560.996927898047358
580.002136455830284940.004272911660569880.997863544169715
590.001463406044932980.002926812089865960.998536593955067
600.0009765776272603630.001953155254520730.99902342237274
610.0007339411359574420.001467882271914880.999266058864043
620.001081084551567540.002162169103135080.998918915448432
630.0009593945529363830.001918789105872770.999040605447064
640.0007777549612941040.001555509922588210.999222245038706
650.0005603180375532860.001120636075106570.999439681962447
660.0004368328171292870.0008736656342585730.99956316718287
670.0003142930916454820.0006285861832909650.999685706908354
680.0002463690437819380.0004927380875638750.999753630956218
690.0001718964177342360.0003437928354684710.999828103582266
700.0001351190128747940.0002702380257495890.999864880987125
710.0001102348746151670.0002204697492303330.999889765125385
728.1232198873726e-050.0001624643977474520.999918767801126
735.21638636383846e-050.0001043277272767690.999947836136362
744.23600352405474e-058.47200704810949e-050.99995763996476
753.0934629338428e-056.1869258676856e-050.999969065370662
762.29161306724798e-054.58322613449596e-050.999977083869328
771.56163749688743e-053.12327499377486e-050.99998438362503
781.03137720562639e-052.06275441125278e-050.999989686227944
796.17392934902525e-061.23478586980505e-050.99999382607065
804.29047582573303e-068.58095165146605e-060.999995709524174
813.75454794309432e-067.50909588618865e-060.999996245452057
826.24882552254615e-061.24976510450923e-050.999993751174477
833.7333047478164e-067.4666094956328e-060.999996266695252
843.15407226931965e-066.30814453863931e-060.99999684592773
851.97337188204139e-063.94674376408278e-060.999998026628118
861.17715767373167e-062.35431534746334e-060.999998822842326
871.24601388921746e-062.49202777843491e-060.99999875398611
887.7553230367802e-071.55106460735604e-060.999999224467696
894.60369427306326e-079.20738854612652e-070.999999539630573
902.64645251706388e-075.29290503412776e-070.999999735354748
911.68074764122134e-073.36149528244268e-070.999999831925236
921.00744210046500e-072.01488420093001e-070.99999989925579
937.14001520403878e-081.42800304080776e-070.999999928599848
943.94840740872115e-087.89681481744231e-080.999999960515926
952.5890289048557e-085.1780578097114e-080.99999997410971
961.48533781725720e-082.97067563451441e-080.999999985146622
978.501872510237e-091.7003745020474e-080.999999991498127
985.42071592579504e-091.08414318515901e-080.999999994579284
999.46017673733332e-091.89203534746666e-080.999999990539823
1005.10392474275223e-091.02078494855045e-080.999999994896075
1016.6029229130572e-091.32058458261144e-080.999999993397077
1023.67509364883900e-097.35018729767801e-090.999999996324906
1032.04182769578397e-094.08365539156795e-090.999999997958172
1041.09464825371894e-092.18929650743788e-090.999999998905352
1051.57029037066103e-093.14058074132206e-090.99999999842971
1069.50130844616383e-101.90026168923277e-090.99999999904987
1075.92349080738795e-101.18469816147759e-090.99999999940765
1083.75392862512793e-107.50785725025585e-100.999999999624607
1092.76492087272946e-105.52984174545893e-100.999999999723508
1101.46351239905726e-102.92702479811453e-100.999999999853649
1117.44106160029434e-111.48821232005887e-100.99999999992559
1125.42191175419206e-101.08438235083841e-090.999999999457809
1135.21430280550079e-101.04286056110016e-090.99999999947857
1145.89058775232142e-101.17811755046428e-090.999999999410941
1154.15997005748042e-108.31994011496083e-100.999999999584003
1167.85665950673627e-101.57133190134725e-090.999999999214334
1174.74958089109058e-069.49916178218115e-060.99999525041911
1180.1823389696824380.3646779393648750.817661030317562
1190.3902691120246070.7805382240492150.609730887975393
1200.6285240307244010.7429519385511980.371475969275599
1210.7299667637638320.5400664724723350.270033236236168
1220.7684814804850630.4630370390298730.231518519514936
1230.9141662736775180.1716674526449650.0858337263224823
1240.9254910752164270.1490178495671460.074508924783573
1250.9538710960557830.0922578078884330.0461289039442165
1260.9761604870502960.04767902589940830.0238395129497041
1270.9713769634727770.05724607305444510.0286230365272225
1280.9685974795092520.06280504098149660.0314025204907483
1290.9643373856768710.07132522864625730.0356626143231287
1300.9605408984827220.07891820303455630.0394591015172781
1310.9610901733759530.07781965324809380.0389098266240469
1320.962163625874170.07567274825166060.0378363741258303
1330.9586252738932420.08274945221351650.0413747261067582
1340.970424993313530.05915001337294110.0295750066864705
1350.9676113767367170.0647772465265650.0323886232632825
1360.9783550236548170.04328995269036610.0216449763451830
1370.9751687049828870.04966259003422610.0248312950171131
1380.972881653599160.05423669280167930.0271183464008397
1390.9749498018549080.05010039629018320.0250501981450916
1400.9878973783758870.02420524324822680.0121026216241134
1410.9872792258307320.02544154833853630.0127207741692682
1420.9916373745759150.01672525084816910.00836262542408457
1430.990377328401460.01924534319707800.00962267159853898
1440.9955659973092740.00886800538145220.0044340026907261
1450.9936688901891140.01266221962177160.00633110981088578
1460.9968595725466350.006280854906729940.00314042745336497
1470.9976825598523190.004634880295362730.00231744014768136
1480.9981417126797710.003716574640457690.00185828732022884
1490.9994196482920840.001160703415832500.000580351707916252
1500.999832210190120.0003355796197592330.000167789809879617
1510.999991709217511.65815649813597e-058.29078249067985e-06
15217.01682646413588e-273.50841323206794e-27
15315.845013852657e-262.9225069263285e-26
15414.75523848568593e-252.37761924284297e-25
15511.88939491957205e-249.44697459786026e-25
15611.75321910424696e-248.7660955212348e-25
15714.88613898395969e-242.44306949197985e-24
15813.8289299765845e-231.91446498829225e-23
15913.16670099316466e-221.58335049658233e-22
16012.78942466727984e-211.39471233363992e-21
16112.35204795495301e-201.17602397747651e-20
16211.89291014110312e-199.4645507055156e-20
16311.35354676572101e-186.76773382860506e-19
16414.72603060387511e-182.36301530193756e-18
16512.52444454031183e-181.26222227015591e-18
16611.18848344097491e-175.94241720487456e-18
16711.02581841079045e-165.12909205395224e-17
16818.64342043510031e-164.32171021755016e-16
1690.9999999999999967.66492913589777e-153.83246456794888e-15
1700.999999999999984.08033110047915e-142.04016555023958e-14
1710.9999999999998712.57568304152799e-131.28784152076400e-13
1720.9999999999995878.26717026780455e-134.13358513390227e-13
1730.9999999999986352.73048291618847e-121.36524145809423e-12
1740.9999999999882722.34551276645789e-111.17275638322894e-11
1750.999999999929761.40480781631680e-107.02403908158399e-11
1760.999999999449751.10049959804398e-095.50249799021991e-10
1770.9999999969580136.08397411751767e-093.04198705875884e-09
1780.9999999776741264.46517476354363e-082.23258738177182e-08
1790.999999923933161.52133678610535e-077.60668393052674e-08
1800.9999998278314533.44337093274774e-071.72168546637387e-07
1810.9999989123378742.17532425240695e-061.08766212620348e-06
1820.999997692659524.61468095915202e-062.30734047957601e-06
1830.999982260446853.54791063014154e-051.77395531507077e-05
1840.999844854016020.000310291967961540.00015514598398077
1850.9982921249690720.003415750061856820.00170787503092841


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level1380.784090909090909NOK
5% type I error level1550.880681818181818NOK
10% type I error level1690.960227272727273NOK