Multiple Linear Regression - Estimated Regression Equation
Behoefte_affiliatie[t] = -3.40706072545636 + 0.673472126654755geslacht[t] + 0.168252980774944leeftijd[t] -0.145276934162708leeftijd_man[t] -0.501503813733889opleiding[t] + 0.495292574820152opleiding_man[t] + 0.207046157582967Neuroticisme[t] -0.136851415221506Neuroticisme_man[t] + 0.299625022585822Extraversie[t] + 0.0998485589946164Extraversie_man[t] -0.0326076307539497Openheid[t] + 0.103846821229733Openheid_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)-3.407060725456362.650164-1.28560.2002060.100103
geslacht0.6734721266547550.04022816.741400
leeftijd0.1682529807749440.0424933.95950.0001075.4e-05
leeftijd_man-0.1452769341627080.065882-2.20510.0286920.014346
opleiding-0.5015038137338890.074938-6.692300
opleiding_man0.4952925748201520.0809946.115200
Neuroticisme0.2070461575829670.0549923.7650.0002240.000112
Neuroticisme_man-0.1368514152215060.075238-1.81890.070560.03528
Extraversie0.2996250225858220.0482146.214400
Extraversie_man0.09984855899461640.0753811.32460.186960.09348
Openheid-0.03260763075394970.069771-0.46740.6408020.320401
Openheid_man0.1038468212297330.0833691.24560.2144920.107246


Multiple Linear Regression - Regression Statistics
Multiple R0.936114779057777
R-squared0.87631087957039
Adjusted R-squared0.868876014407954
F-TEST (value)117.865066874100
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
12221.7483489306520.251651069347999
22320.22201632991752.77798367008253
32721.50696111252315.49303888747693
41917.33975701390981.66024298609017
52521.15478323926733.84521676073269
62520.05309636516444.94690363483561
72118.39494899069782.60505100930225
82220.34283019770921.65716980229084
92117.5626485745133.437351425487
102020.5463145682381-0.546314568238074
112119.87682316890781.12317683109217
122319.61883810882773.38116189117226
131918.48170312507090.518296874929094
142320.09209865743262.90790134256737
152712.249935082915614.7500649170844
165251.32842547362850.671574526371483
174647.2679266207769-1.26792662077694
185855.20367195013512.79632804986490
195452.88952507178511.11047492821487
202931.7945137604001-2.79451376040011
214345.2501061251123-2.25010612511227
224546.0413195112632-1.04131951126319
234647.7911635799841-1.79116357998408
242530.5607718821628-5.5607718821628
254747.3390821495466-0.339082149546559
264141.4355709015558-0.435570901555839
272932.5119555182890-3.51195551828896
284546.1674635115992-1.16746351159921
295448.90396764050745.09603235949262
302832.0169455117163-4.01694551171628
313738.5347587524705-1.53475875247047
325645.169638065605910.8303619343941
334339.72725014416813.27274985583187
343434.4515062192942-0.451506219294211
354241.95698982541780.0430101745821530
364641.24272601012164.75727398987844
372529.2203415414979-4.22034154149790
382529.5797919346738-4.57979193467378
392529.4100803347221-4.41008033472211
404846.78469911372381.21530088627617
412731.5384056125168-4.53840561251677
422832.2250573111248-4.22505731112479
432524.88011461191120.119885388088787
442629.6725517431804-3.67255174318038
455149.2584842814791.74151571852099
462930.5008827464202-1.50088274642018
472930.9439613347676-1.94396133476755
484337.5019790027165.49802099728398
494441.45364340624482.5463565937552
502527.5400787928293-2.54007879282926
515145.15118398808695.84881601191314
524241.46836076027280.531639239727157
532530.8665663784858-5.86656637848579
545146.3019559674154.69804403258495
554646.4480132259165-0.448013225916463
562923.90821008057265.09178991942736
5734.92725384568103-1.92725384568103
5814.94552151325091-3.94552151325091
5946.69832203934784-2.69832203934784
6058.92031191402827-3.92031191402827
6147.30864305454018-3.30864305454018
6245.61266300832699-1.61266300832699
6337.1595973397394-4.15959733973940
6457.33154021159766-2.33154021159766
6533.2494488429953-0.249448842995301
662633.0320054432439-7.03200544324394
673019.100544470833710.8994555291663
683543.4343832915794-8.43438329157936
692927.83506930938011.16493069061994
702525.3502114803408-0.350211480340851
712730.2148056939411-3.21480569394109
722423.92430343455960.0756965654403998
733531.31813594036663.6818640596334
743235.2974595728038-3.29745957280375
752431.4607351091177-7.46073510911774
763829.64394458351218.35605541648788
773634.33743572309301.66256427690696
782425.3284257175568-1.32842571755682
791818.9776754681178-0.97767546811778
803429.53712171325334.4628782867467
812324.8483120573274-1.84831205732739
823430.49128827520383.50871172479621
833229.84162667122582.15837332877420
842425.1111628203216-1.11116282032158
853427.95997245982876.04002754017131
863337.9094208330562-4.9094208330562
873314.371415616023018.6285843839770
880-7.105224731006127.10522473100612
8902.06938867088764-2.06938867088764
900-3.335225608443483.33522560844348
9100.204133599192590-0.204133599192590
920-2.405707713476912.40570771347691
930-0.3893288625536550.389328862553655
940-2.487619383049392.48761938304939
950-4.366306180840464.36630618084046
96015.1741635010604-15.1741635010604
9704.45505107693719-4.45505107693719
98015.1490327660078-15.1490327660078
9907.93488129258886-7.93488129258886
10001.23641341591376-1.23641341591376
10106.21966115192624-6.21966115192624
1020-4.944806718055284.94480671805528
10305.72321924406316-5.72321924406316
10403.75774906424738-3.75774906424738
105012.3186109965140-12.3186109965140
1062-2.751584513211124.75158451321112
10720.7423044884133371.25769551158666
108214.9384006508831-12.9384006508831
1092225.4270371949954-3.42703719499536
1101928.3545858820960-9.35458588209604
1111922.5924530319061-3.5924530319061
1122422.27866517142771.7213348285723
1132220.23786853279531.76213146720469
1142621.50118849691754.49881150308245
1152317.34661092909715.6533890709029
1162123.0021649890824-2.00216498908235
1171618.3557139769996-2.35571397699964
1182123.1295240715956-2.12952407159562
1191821.6059475930155-3.60594759301551
1202021.7168958012726-1.71689580127257
1212419.56400640522144.43599359477857
1222424.038289835222-0.0382898352219761
1232321.53326825692191.46673174307814
1242322.84485008404930.155149915950730
1252222.7234868752787-0.723486875278708
1261718.9176817112553-1.91768171125532
1272523.14491553681641.8550844631836
1282518.10674000607726.89325999392276
1292326.0016715322332-3.00167153223319
1302722.67656429620094.32343570379908
1312319.93788599200833.06211400799173
1321921.5732170295688-2.57321702956885
1331921.1834971450390-2.18349714503904
1342623.28754934676512.71245065323492
1351922.4872427258826-3.48724272588259
1362224.8723522021251-2.87235220212512
1372022.8344398790570-2.83443987905705
1382123.4077106878281-2.40771068782806
1392125.2379795171793-4.23797951717931
1402823.93022696126114.06977303873889
1412421.49425977365372.50574022634631
1422921.76416254049637.23583745950366
1432421.80871412800252.19128587199747
1442522.78615737833202.21384262166796
1451914.66423389381534.33576610618471
1462320.91551022286002.08448977714004
1472222.8307942959363-0.830794295936259
1482420.08229445361133.91770554638869
1491920.5856618559172-1.58566185591719
1502125.2376536173498-4.23765361734983
1511821.0030919447211-3.00309194472112
1522422.63997651322281.36002348677723
1532423.66663148446360.333368515536428
1542322.64612058292950.353879417070497
1552424.8194716820622-0.819471682062188
1562021.2190315864365-1.21903158643651
1572021.3324076453930-1.33240764539297
1582216.02705662816775.97294337183228
1591822.5811304858573-4.58113048585735
1601421.6767510419284-7.67675104192838
1612921.42374587390717.57625412609288
1622521.03075975087933.96924024912074
1632019.56194445254890.438055547451104
1642521.52165618422213.47834381577794
1652121.3327154548758-0.332715454875766
1662123.1232970491942-2.12329704919421
1671314.9617834989334-1.96178349893337
1682319.75358326199793.24641673800206
1692424.1611919214367-0.161191921436717
1701621.7489376917492-5.74893769174915
1712020.8191020866479-0.819102086647907
1722424.3112616244492-0.311261624449218
1732722.54210616039064.45789383960938
1742722.94368754911074.05631245088932
1751920.8996468692792-1.89964686927921
1762223.3344280313776-1.33442803137760
1771817.38364637841100.616353621588978
1782424.2907879529218-0.290787952921754
1792023.073566985346-3.073566985346
1802023.3474608443502-3.34746084435016
1812722.34811107609674.6518889239033
1821922.6993152268611-3.69931522686106
1832323.7670757960041-0.767075796004081
1843027.15474886271352.84525113728653
1852226.7075806352532-4.70758063525322
1862323.6901962057048-0.690196205704802
1872221.83676521576590.163234784234105
1882218.90790402687373.09209597312629
1892317.31266040759625.68733959240384
1902721.3614815383275.63851846167302
1912318.77634231275154.22365768724854
1921819.4388515278364-1.43885152783636
1932423.24885571664910.751144283350882
1941917.75640192450081.24359807549921
1952221.74834893065200.251651069347983


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
150.2153625825938490.4307251651876990.78463741740615
160.1003564989052360.2007129978104720.899643501094764
170.07219892048155640.1443978409631130.927801079518444
180.172813490408340.345626980816680.82718650959166
190.1154990375490600.2309980750981190.88450096245094
200.3683625130480280.7367250260960570.631637486951972
210.4089627152369710.8179254304739430.591037284763029
220.3266356060874030.6532712121748060.673364393912597
230.2551138593162520.5102277186325040.744886140683748
240.3843674115520110.7687348231040230.615632588447989
250.3364248783237770.6728497566475550.663575121676223
260.2629092348188690.5258184696377380.737090765181131
270.2056358348825430.4112716697650870.794364165117457
280.1577388370349840.3154776740699680.842261162965016
290.1528355888417290.3056711776834590.847164411158271
300.1626015846102640.3252031692205280.837398415389736
310.1913311218346520.3826622436693040.808668878165348
320.2026132486535970.4052264973071950.797386751346403
330.1616121966847640.3232243933695280.838387803315236
340.1502003795597210.3004007591194420.84979962044028
350.1840245226216230.3680490452432450.815975477378378
360.1469387762609580.2938775525219170.853061223739042
370.1792416384906630.3584832769813250.820758361509337
380.1973412849538680.3946825699077360.802658715046132
390.2104067839390340.4208135678780680.789593216060966
400.1702706396797870.3405412793595740.829729360320213
410.1687783167082470.3375566334164930.831221683291753
420.1930801589957170.3861603179914340.806919841004283
430.1588912967950400.3177825935900810.84110870320496
440.1369695887632470.2739391775264930.863030411236753
450.1099869833521100.2199739667042210.89001301664789
460.09393652512204180.1878730502440840.906063474877958
470.08856705609755040.1771341121951010.91143294390245
480.0791480760278950.158296152055790.920851923972105
490.06405397468012280.1281079493602460.935946025319877
500.05673593549582670.1134718709916530.943264064504173
510.05213593647431990.1042718729486400.94786406352568
520.03970307482883480.07940614965766970.960296925171165
530.03533873242446440.07067746484892880.964661267575536
540.03005893522300900.06011787044601790.96994106477699
550.02267220661313270.04534441322626530.977327793386867
560.02074214349633370.04148428699266750.979257856503666
570.02467554777012170.04935109554024350.975324452229878
580.02966791359630440.05933582719260880.970332086403696
590.02367183177950200.04734366355900410.976328168220498
600.01785200827970170.03570401655940330.982147991720298
610.01403087661203580.02806175322407160.985969123387964
620.01097909144308460.02195818288616930.989020908556915
630.01216359342867080.02432718685734160.98783640657133
640.01107577132504860.02215154265009710.988924228674951
650.009420328834555190.01884065766911040.990579671165445
660.00805074796067820.01610149592135640.991949252039322
670.01436633405506850.0287326681101370.985633665944932
680.01107194213019550.02214388426039100.988928057869805
690.008152477646381720.01630495529276340.991847522353618
700.006078916777469310.01215783355493860.99392108322253
710.004923002440051960.009846004880103930.995076997559948
720.004463376459122490.008926752918244980.995536623540878
730.005462032018239640.01092406403647930.99453796798176
740.00498632831683490.00997265663366980.995013671683165
750.004155953080871960.008311906161743910.995844046919128
760.004335929329119860.008671858658239720.99566407067088
770.004369365003637240.008738730007274480.995630634996363
780.003176460550504050.00635292110100810.996823539449496
790.004062066309886130.008124132619772250.995937933690114
800.005836325904870320.01167265180974060.99416367409513
810.005373294512283760.01074658902456750.994626705487716
820.004211267795889910.008422535591779810.99578873220411
830.003176603677041650.00635320735408330.996823396322958
840.002775725014106270.005551450028212550.997224274985894
850.002323967412086540.004647934824173080.997676032587913
860.001849019018760310.003698038037520620.99815098098124
870.7371381168014990.5257237663970020.262861883198501
880.8962338525226320.2075322949547370.103766147477368
890.9754328066389620.04913438672207570.0245671933610378
900.9721380830515780.05572383389684470.0278619169484223
910.9761659821057440.04766803578851150.0238340178942557
920.9710868771205150.05782624575896910.0289131228794845
930.9678040745626530.06439185087469310.0321959254373465
940.960777940490260.07844411901947930.0392220595097397
950.951427443310610.09714511337878140.0485725566893907
960.997270332208160.00545933558368180.0027296677918409
970.9976440213515740.004711957296851810.00235597864842591
980.9996617391581670.0006765216836656540.000338260841832827
990.999679041530820.000641916938358670.000320958469179335
1000.9995341226781690.0009317546436625720.000465877321831286
1010.9998641831504620.000271633699076310.000135816849538155
1020.9999941105219671.17789560667192e-055.88947803335959e-06
1030.9999994913383011.01732339758802e-065.08661698794012e-07
1040.9999992859514681.42809706335037e-067.14048531675183e-07
1050.9999993739263691.25214726274043e-066.26073631370214e-07
1060.999999425061031.14987793765528e-065.7493896882764e-07
1070.9999989913256062.01734878796480e-061.00867439398240e-06
1080.9999991355918221.72881635581287e-068.64408177906435e-07
1090.9999985676662432.86466751377055e-061.43233375688527e-06
1100.999999045079881.90984024179249e-069.54920120896244e-07
1110.9999985519739132.89605217371246e-061.44802608685623e-06
1120.9999981099259213.78014815759783e-061.89007407879891e-06
1130.9999971277358965.7445282076537e-062.87226410382685e-06
1140.9999977907044834.41859103322388e-062.20929551661194e-06
1150.9999979216406254.15671875069295e-062.07835937534647e-06
1160.9999966143399436.77132011428564e-063.38566005714282e-06
1170.9999956520969568.69580608833472e-064.34790304416736e-06
1180.9999929446370031.41107259943242e-057.05536299716211e-06
1190.9999916726238851.66547522292634e-058.32737611463171e-06
1200.9999915974907651.68050184700253e-058.40250923501267e-06
1210.9999905993179251.88013641510149e-059.40068207550743e-06
1220.99998410141683.17971664004673e-051.58985832002336e-05
1230.9999750282574264.99434851488382e-052.49717425744191e-05
1240.999960099831467.98003370784096e-053.99001685392048e-05
1250.9999350242539630.0001299514920739946.49757460369972e-05
1260.9999305122653270.0001389754693458706.94877346729348e-05
1270.99989626405130.0002074718974000760.000103735948700038
1280.9999115562476760.0001768875046485538.84437523242764e-05
1290.9998771062546770.0002457874906453890.000122893745322694
1300.9998564921827060.0002870156345871060.000143507817293553
1310.9998001308551190.000399738289762560.00019986914488128
1320.9997868160767670.0004263678464660640.000213183923233032
1330.9996871333752830.0006257332494332820.000312866624716641
1340.9996356596016370.0007286807967256570.000364340398362829
1350.99952477435650.0009504512870001530.000475225643500076
1360.9993619370994120.001276125801176580.000638062900588291
1370.9992562056138280.001487588772344920.000743794386172461
1380.9989282882296040.002143423540792050.00107171177039602
1390.9988412849859260.002317430028148730.00115871501407437
1400.9988770383202830.002245923359434910.00112296167971746
1410.9984934559875450.003013088024909640.00150654401245482
1420.99945345807880.001093083842400350.000546541921200173
1430.9992154112804110.001569177439177920.000784588719588961
1440.9991244832942620.001751033411475610.000875516705737805
1450.9987342343760140.002531531247971160.00126576562398558
1460.9982009533172730.003598093365453270.00179904668272663
1470.9974239648767030.005152070246593770.00257603512329689
1480.9970749240805490.005850151838902870.00292507591945143
1490.995575687004230.008848625991541430.00442431299577071
1500.9942883655255020.01142326894899560.0057116344744978
1510.9923012828016440.01539743439671240.00769871719835622
1520.9895072099135680.02098558017286400.0104927900864320
1530.9845275026364020.03094499472719530.0154724973635976
1540.9773980307383070.04520393852338700.0226019692616935
1550.9676481322504610.06470373549907730.0323518677495387
1560.964041140389910.0719177192201820.035958859610091
1570.9501418576534750.0997162846930490.0498581423465245
1580.9429985918084530.1140028163830930.0570014081915467
1590.9447675557633390.1104648884733230.0552324442366614
1600.9811072765434470.03778544691310610.0188927234565530
1610.9874432393432920.02511352131341530.0125567606567076
1620.9846602915805930.03067941683881350.0153397084194067
1630.9784472975521060.04310540489578730.0215527024478936
1640.971788632252880.05642273549424140.0282113677471207
1650.956793026444410.08641394711117840.0432069735555892
1660.9379820036801660.1240359926396670.0620179963198336
1670.9257848249273360.1484303501453280.0742151750726642
1680.8946389020542410.2107221958915180.105361097945759
1690.8531418738545480.2937162522909040.146858126145452
1700.8869129421329820.2261741157340360.113087057867018
1710.8538955529757530.2922088940484930.146104447024247
1720.79539102905450.4092179418910.2046089709455
1730.7842182040996050.431563591800790.215781795900395
1740.8076567732052630.3846864535894740.192343226794737
1750.7382128977228010.5235742045543980.261787102277199
1760.6364457756008330.7271084487983340.363554224399167
1770.5186558596888630.9626882806222730.481344140311137
1780.3914807257270140.7829614514540280.608519274272986
1790.3259616870999640.6519233741999280.674038312900036
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