Multiple Linear Regression - Estimated Regression Equation
Behoefte_affiliatie[t] = -3.40706072545635 + 0.673472126654752geslacht[t] + 0.168252980774944leeftijd[t] -0.145276934162708leeftijd_man[t] -0.501503813733888opleiding[t] + 0.495292574820152opleiding_man[t] + 0.207046157582967Neuroticisme[t] -0.136851415221506Neuroticisme_man[t] + 0.299625022585823Extraversie[t] + 0.0998485589946169Extraversie_man[t] -0.0326076307539495Openheid[t] + 0.103846821229734Openheid_man[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)-3.407060725456352.650164-1.28560.2002060.100103
geslacht0.6734721266547520.04022816.741400
leeftijd0.1682529807749440.0424933.95950.0001075.4e-05
leeftijd_man-0.1452769341627080.065882-2.20510.0286920.014346
opleiding-0.5015038137338880.074938-6.692300
opleiding_man0.4952925748201520.0809946.115200
Neuroticisme0.2070461575829670.0549923.7650.0002240.000112
Neuroticisme_man-0.1368514152215060.075238-1.81890.070560.03528
Extraversie0.2996250225858230.0482146.214400
Extraversie_man0.09984855899461690.0753811.32460.186960.09348
Openheid-0.03260763075394950.069771-0.46740.6408020.320401
Openheid_man0.1038468212297340.0833691.24560.2144920.107246


Multiple Linear Regression - Regression Statistics
Multiple R0.936114779057776
R-squared0.87631087957039
Adjusted R-squared0.868876014407954
F-TEST (value)117.8650668741
F-TEST (DF numerator)11
F-TEST (DF denominator)183
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation4.64178670153387
Sum Squared Residuals3942.95163220421


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
12221.74834893065210.251651069347938
22320.22201632991692.77798367008309
32721.50696111252315.49303888747688
41917.33975701390991.6602429860901
52521.15478323926733.84521676073266
62520.05309636516444.94690363483559
72118.39494899069782.60505100930225
82220.34283019770921.65716980229082
92117.5626485745133.437351425487
102020.5463145682381-0.546314568238109
112119.87682316890791.12317683109213
122319.61883810882783.38116189117223
131918.48170312507090.518296874929072
142320.09209865743272.90790134256735
152712.249935082915614.7500649170844
165251.32842547362850.671574526371482
174647.2679266207769-1.26792662077694
185855.20367195013512.79632804986489
195452.88952507178511.11047492821488
202931.7945137604001-2.79451376040011
214345.2501061251123-2.25010612511227
224546.0413195112632-1.0413195112632
234647.7911635799841-1.79116357998408
242530.5607718821628-5.5607718821628
254747.3390821495466-0.339082149546555
264141.4355709015558-0.435570901555844
272932.511955518289-3.51195551828897
284546.1674635115992-1.16746351159922
295448.90396764050745.09603235949262
302832.0169455117163-4.01694551171628
313738.5347587524705-1.53475875247047
325645.169638065605910.8303619343941
334339.72725014416813.27274985583188
343434.4515062192942-0.451506219294203
354241.95698982541780.0430101745821515
364641.24272601012154.75727398987846
372529.2203415414979-4.2203415414979
382529.5797919346738-4.57979193467379
392529.4100803347221-4.41008033472211
404846.78469911372381.21530088627618
412731.5384056125168-4.53840561251677
422832.2250573111248-4.22505731112479
432524.88011461191120.119885388088789
442629.6725517431804-3.67255174318038
455149.2584842814791.74151571852099
462930.5008827464202-1.50088274642018
472930.9439613347676-1.94396133476755
484337.5019790027165.49802099728399
494441.45364340624482.54635659375521
502527.5400787928293-2.54007879282926
515145.15118398808685.84881601191315
524241.46836076027280.531639239727155
532530.8665663784858-5.8665663784858
545146.3019559674154.69804403258496
554646.4480132259165-0.44801322591646
562923.90821008057265.09178991942736
5734.92725384568104-1.92725384568104
5814.94552151325093-3.94552151325093
5946.69832203934785-2.69832203934785
6058.92031191402828-3.92031191402828
6147.3086430545402-3.30864305454019
6245.61266300832698-1.61266300832698
6337.1595973397394-4.15959733973941
6457.33154021159766-2.33154021159766
6533.24944884299528-0.249448842995276
662633.0320054432439-7.03200544324394
673019.100544470833710.8994555291663
683543.4343832915794-8.43438329157936
692927.83506930938011.16493069061994
702525.3502114803409-0.350211480340857
712730.2148056939411-3.2148056939411
722423.92430343455960.0756965654403923
733531.31813594036663.6818640596334
743235.2974595728038-3.29745957280377
752431.4607351091178-7.46073510911776
763829.64394458351218.35605541648788
773634.33743572309311.66256427690695
782425.3284257175568-1.32842571755683
791818.9776754681178-0.977675468117788
803429.53712171325334.4628782867467
812324.8483120573274-1.84831205732739
823430.49128827520383.50871172479621
833229.84162667122582.1583733287742
842425.1111628203216-1.11116282032158
853427.95997245982876.04002754017131
863337.9094208330562-4.90942083305621
873314.37141561602318.628584383977
880-7.105224731006127.10522473100612
8902.06938867088764-2.06938867088764
900-3.335225608443473.33522560844347
9100.204133599192591-0.204133599192591
920-2.405707713476922.40570771347692
930-0.3893288625536590.389328862553659
940-2.487619383049392.48761938304939
950-4.366306180840454.36630618084045
96015.1741635010604-15.1741635010604
9704.45505107693717-4.45505107693717
98015.1490327660078-15.1490327660078
9907.93488129258886-7.93488129258886
10001.23641341591376-1.23641341591376
10106.21966115192623-6.21966115192623
1020-4.944806718055284.94480671805528
10305.72321924406316-5.72321924406316
10403.75774906424737-3.75774906424737
105012.318610996514-12.318610996514
1062-2.751584513211114.75158451321111
10720.7423044884133531.25769551158665
108214.9384006508831-12.9384006508831
1092225.4270371949954-3.42703719499536
1101928.354585882096-9.35458588209603
1111922.5924530319061-3.5924530319061
1122422.27866517142771.7213348285723
1132220.23786853279531.76213146720469
1142621.50118849691754.49881150308245
1152317.34661092909715.6533890709029
1162123.0021649890824-2.00216498908236
1171618.3557139769996-2.35571397699964
1182123.1295240715956-2.12952407159562
1191821.6059475930155-3.60594759301551
1202021.7168958012726-1.71689580127257
1212419.56400640522144.43599359477857
1222424.038289835222-0.0382898352219776
1232321.53326825692191.46673174307814
1242322.84485008404930.155149915950731
1252222.7234868752787-0.723486875278709
1261718.9176817112553-1.91768171125532
1272523.14491553681641.8550844631836
1282518.10674000607726.89325999392276
1292326.0016715322332-3.0016715322332
1302722.67656429620094.32343570379908
1312319.93788599200833.06211400799173
1321921.5732170295689-2.57321702956885
1331921.183497145039-2.18349714503904
1342623.28754934676512.71245065323492
1351922.4872427258826-3.48724272588259
1362224.8723522021251-2.87235220212512
1372022.8344398790571-2.83443987905705
1382123.4077106878281-2.40771068782806
1392125.2379795171793-4.23797951717931
1402823.93022696126114.06977303873889
1412421.49425977365372.5057402263463
1422921.76416254049637.23583745950366
1432421.80871412800252.19128587199746
1442522.7861573783322.21384262166796
1451914.66423389381534.33576610618471
1462320.915510222862.08448977714004
1472222.8307942959363-0.83079429593626
1482420.08229445361133.91770554638869
1491920.5856618559172-1.58566185591719
1502125.2376536173498-4.23765361734983
1511821.0030919447211-3.00309194472112
1522422.63997651322281.36002348677724
1532423.66663148446360.333368515536427
1542322.64612058292950.3538794170705
1552424.8194716820622-0.819471682062188
1562021.2190315864365-1.21903158643651
1572021.332407645393-1.33240764539297
1582216.02705662816775.97294337183228
1591822.5811304858574-4.58113048585735
1601421.6767510419284-7.67675104192839
1612921.42374587390717.57625412609288
1622521.03075975087933.96924024912074
1632019.56194445254890.438055547451102
1642521.52165618422213.47834381577794
1652121.3327154548758-0.332715454875768
1662123.1232970491942-2.12329704919421
1671314.9617834989334-1.96178349893336
1682319.75358326199793.24641673800206
1692424.1611919214367-0.161191921436719
1701621.7489376917491-5.74893769174915
1712020.8191020866479-0.81910208664791
1722424.3112616244492-0.311261624449219
1732722.54210616039064.45789383960938
1742722.94368754911074.05631245088932
1751920.8996468692792-1.89964686927921
1762223.3344280313776-1.3344280313776
1771817.3836463784110.61635362158898
1782424.2907879529218-0.290787952921756
1792023.073566985346-3.073566985346
1802023.3474608443502-3.34746084435015
1812722.34811107609674.65188892390329
1821922.6993152268611-3.69931522686106
1832323.7670757960041-0.767075796004082
1843027.15474886271352.84525113728653
1852226.7075806352532-4.70758063525322
1862323.6901962057048-0.690196205704801
1872221.83676521576590.163234784234101
1882218.90790402687373.09209597312629
1892317.31266040759625.68733959240384
1902721.3614815383275.63851846167302
1912318.77634231275154.22365768724854
1921819.4388515278364-1.43885152783636
1932423.24885571664910.75114428335088
1941917.75640192450081.2435980754992
1952221.74834893065210.251651069347945


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
150.2153625825938510.4307251651877030.784637417406149
160.1003564989052360.2007129978104720.899643501094764
170.07219892048155740.1443978409631150.927801079518443
180.1728134904083410.3456269808166820.82718650959166
190.1154990375490590.2309980750981190.88450096245094
200.3683625130480260.7367250260960530.631637486951974
210.4089627152369720.8179254304739440.591037284763028
220.3266356060874030.6532712121748060.673364393912597
230.2551138593162520.5102277186325050.744886140683748
240.3843674115520120.7687348231040230.615632588447989
250.3364248783237770.6728497566475530.663575121676223
260.262909234818870.525818469637740.73709076518113
270.2056358348825440.4112716697650880.794364165117456
280.1577388370349840.3154776740699680.842261162965016
290.1528355888417290.3056711776834580.847164411158271
300.1626015846102650.325203169220530.837398415389735
310.1913311218346540.3826622436693080.808668878165346
320.2026132486535990.4052264973071980.7973867513464
330.1616121966847650.3232243933695290.838387803315235
340.150200379559720.3004007591194410.84979962044028
350.1840245226216240.3680490452432470.815975477378376
360.1469387762609580.2938775525219150.853061223739042
370.1792416384906650.3584832769813290.820758361509335
380.1973412849538690.3946825699077370.802658715046132
390.2104067839390340.4208135678780680.789593216060966
400.1702706396797850.340541279359570.829729360320215
410.1687783167082470.3375566334164930.831221683291753
420.1930801589957190.3861603179914380.806919841004281
430.1588912967950420.3177825935900840.841108703204958
440.1369695887632470.2739391775264930.863030411236754
450.109986983352110.219973966704220.89001301664789
460.09393652512204170.1878730502440830.906063474877958
470.088567056097550.17713411219510.91143294390245
480.07914807602789410.1582961520557880.920851923972106
490.06405397468012380.1281079493602480.935946025319876
500.05673593549582650.1134718709916530.943264064504174
510.05213593647432030.1042718729486410.94786406352568
520.03970307482883450.0794061496576690.960296925171165
530.03533873242446490.07067746484892970.964661267575535
540.0300589352230090.0601178704460180.96994106477699
550.02267220661313170.04534441322626330.977327793386868
560.02074214349633380.04148428699266760.979257856503666
570.02467554777012210.04935109554024410.975324452229878
580.02966791359630420.05933582719260850.970332086403696
590.02367183177950220.04734366355900430.976328168220498
600.01785200827970170.03570401655940350.982147991720298
610.01403087661203590.02806175322407180.985969123387964
620.01097909144308440.02195818288616890.989020908556916
630.01216359342867070.02432718685734140.98783640657133
640.01107577132504890.02215154265009790.988924228674951
650.0094203288345550.018840657669110.990579671165445
660.008050747960677950.01610149592135590.991949252039322
670.01436633405506850.0287326681101370.985633665944932
680.01107194213019550.0221438842603910.988928057869805
690.008152477646381690.01630495529276340.991847522353618
700.006078916777469270.01215783355493850.99392108322253
710.004923002440051940.009846004880103870.995076997559948
720.004463376459122410.008926752918244820.995536623540878
730.005462032018239570.01092406403647910.99453796798176
740.004986328316834750.00997265663366950.995013671683165
750.004155953080871930.008311906161743860.995844046919128
760.004335929329119990.008671858658239980.99566407067088
770.004369365003637220.008738730007274440.995630634996363
780.003176460550504140.006352921101008270.996823539449496
790.004062066309886240.008124132619772490.995937933690114
800.005836325904870230.01167265180974050.99416367409513
810.005373294512283750.01074658902456750.994626705487716
820.004211267795889990.008422535591779980.99578873220411
830.003176603677041650.00635320735408330.996823396322958
840.002775725014106290.005551450028212590.997224274985894
850.002323967412086630.004647934824173260.997676032587913
860.001849019018760230.003698038037520450.99815098098124
870.7371381168015010.5257237663969980.262861883198499
880.8962338525226310.2075322949547380.103766147477369
890.9754328066389620.04913438672207570.0245671933610378
900.9721380830515780.05572383389684470.0278619169484223
910.9761659821057440.04766803578851110.0238340178942556
920.9710868771205150.05782624575896910.0289131228794845
930.9678040745626540.06439185087469240.0321959254373462
940.960777940490260.07844411901947860.0392220595097393
950.951427443310610.09714511337878210.0485725566893911
960.997270332208160.00545933558368180.0027296677918409
970.9976440213515740.004711957296851830.00235597864842592
980.9996617391581670.000676521683665660.00033826084183283
990.999679041530820.0006419169383586640.000320958469179332
1000.9995341226781690.0009317546436625810.00046587732183129
1010.9998641831504620.000271633699076310.000135816849538155
1020.9999941105219671.17789560667223e-055.88947803336117e-06
1030.9999994913383011.01732339758804e-065.08661698794018e-07
1040.9999992859514681.42809706335018e-067.14048531675092e-07
1050.9999993739263691.25214726274042e-066.26073631370209e-07
1060.999999425061031.14987793765529e-065.74938968827645e-07
1070.9999989913256062.01734878796479e-061.0086743939824e-06
1080.9999991355918221.72881635581286e-068.6440817790643e-07
1090.9999985676662432.8646675137705e-061.43233375688525e-06
1100.999999045079881.90984024179255e-069.54920120896274e-07
1110.9999985519739132.89605217371244e-061.44802608685622e-06
1120.9999981099259213.78014815759789e-061.89007407879895e-06
1130.9999971277358965.74452820765373e-062.87226410382687e-06
1140.9999977907044834.41859103322384e-062.20929551661192e-06
1150.9999979216406254.15671875069293e-062.07835937534647e-06
1160.9999966143399436.7713201142856e-063.3856600571428e-06
1170.9999956520969568.6958060883346e-064.3479030441673e-06
1180.9999929446370031.41107259943244e-057.05536299716221e-06
1190.9999916726238851.66547522292633e-058.32737611463164e-06
1200.9999915974907651.68050184700258e-058.40250923501288e-06
1210.9999905993179241.88013641510148e-059.4006820755074e-06
1220.99998410141683.17971664004672e-051.58985832002336e-05
1230.9999750282574264.99434851488382e-052.49717425744191e-05
1240.999960099831467.98003370784092e-053.99001685392046e-05
1250.9999350242539630.0001299514920739966.49757460369982e-05
1260.9999305122653270.000138975469345876.94877346729348e-05
1270.99989626405130.0002074718974000720.000103735948700036
1280.9999115562476760.0001768875046485538.84437523242767e-05
1290.9998771062546770.0002457874906453860.000122893745322693
1300.9998564921827060.0002870156345871040.000143507817293552
1310.9998001308551190.0003997382897625630.000199869144881282
1320.9997868160767670.0004263678464660610.000213183923233031
1330.9996871333752830.0006257332494332860.000312866624716643
1340.9996356596016370.0007286807967256570.000364340398362829
1350.99952477435650.0009504512870001440.000475225643500072
1360.9993619370994120.001276125801176570.000638062900588285
1370.9992562056138280.001487588772344920.000743794386172461
1380.9989282882296040.002143423540792050.00107171177039602
1390.9988412849859260.002317430028148720.00115871501407436
1400.9988770383202830.002245923359434940.00112296167971747
1410.9984934559875450.00301308802490960.0015065440124548
1420.99945345807880.001093083842400360.000546541921200182
1430.9992154112804110.001569177439177930.000784588719588963
1440.9991244832942620.001751033411475620.000875516705737808
1450.9987342343760140.002531531247971170.00126576562398558
1460.9982009533172730.003598093365453250.00179904668272662
1470.9974239648767030.005152070246593770.00257603512329688
1480.9970749240805490.005850151838902890.00292507591945144
1490.995575687004230.008848625991541290.00442431299577064
1500.9942883655255020.01142326894899560.0057116344744978
1510.9923012828016440.01539743439671250.00769871719835623
1520.9895072099135680.0209855801728640.010492790086432
1530.9845275026364020.03094499472719530.0154724973635977
1540.9773980307383070.04520393852338650.0226019692616932
1550.9676481322504610.06470373549907750.0323518677495387
1560.964041140389910.07191771922018180.0359588596100909
1570.9501418576534760.09971628469304880.0498581423465244
1580.9429985918084530.1140028163830930.0570014081915467
1590.9447675557633380.1104648884733230.0552324442366616
1600.9811072765434470.03778544691310580.0188927234565529
1610.9874432393432920.02511352131341520.0125567606567076
1620.9846602915805930.03067941683881320.0153397084194066
1630.9784472975521060.0431054048957870.0215527024478935
1640.971788632252880.05642273549424110.0282113677471206
1650.956793026444410.08641394711117820.0432069735555891
1660.9379820036801660.1240359926396670.0620179963198336
1670.9257848249273360.1484303501453280.0742151750726641
1680.8946389020542410.2107221958915180.105361097945759
1690.8531418738545490.2937162522909030.146858126145451
1700.8869129421329820.2261741157340350.113087057867018
1710.8538955529757530.2922088940484950.146104447024247
1720.79539102905450.4092179418909990.204608970945499
1730.7842182040996050.431563591800790.215781795900395
1740.8076567732052640.3846864535894730.192343226794736
1750.7382128977228010.5235742045543980.261787102277199
1760.6364457756008330.7271084487983330.363554224399167
1770.5186558596888630.9626882806222740.481344140311137
1780.3914807257270140.7829614514540280.608519274272986
1790.3259616870999640.6519233741999290.674038312900036
1800.2304349755991650.460869951198330.769565024400835


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level670.403614457831325NOK
5% type I error level960.578313253012048NOK
10% type I error level1100.662650602409639NOK