Multiple Linear Regression - Estimated Regression Equation
Behoefte_affiliatie[t] = + 59.8331365247396 -0.321873599043689leeftijd[t] -0.0894242784873792opleiding[t] + 0.0106074503726083Neuroticisme[t] -0.3095406594854Extraversie[t] -0.305320732396517`Openheid `[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)59.83313652473967.0645928.469400
leeftijd-0.3218735990436890.062584-5.14311e-060
opleiding-0.08942427848737920.078225-1.14320.2544120.127206
Neuroticisme0.01060745037260830.0911740.11630.9075040.453752
Extraversie-0.30954065948540.058358-5.304200
`Openheid `-0.3053207323965170.074876-4.07776.7e-053.3e-05


Multiple Linear Regression - Regression Statistics
Multiple R0.601830538297624
R-squared0.362199996827607
Adjusted R-squared0.345326980870666
F-TEST (value)21.466227362785
F-TEST (DF numerator)5
F-TEST (DF denominator)189
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation9.32437127245557
Sum Squared Residuals16432.3970294264


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
12225.117503719148-3.11750371914802
22323.8429415262079-0.842941526207933
32730.9245609576659-3.92456095766588
41929.4370628035319-10.4370628035319
51532.1968402276497-17.1968402276497
62919.38561869752959.61438130247047
72518.74306464845966.25693535154043
82522.66823599875132.33176400124867
92123.2664418239135-2.26644182391349
102223.1694672467477-1.16946724674772
112222.0205592022521-0.0205592022521363
122425.168403785293-1.16840378529302
132223.0158347543062-1.01583475430618
142323.6455726019091-0.645572601909105
151923.8661543381066-4.86615433810661
161924.9880048025088-5.98800480250884
172133.2476779414074-12.2476779414074
182017.78960710584542.21039289415457
192320.06154012058482.9384598794152
201130.949662456511-19.949662456511
212120.98685577356930.0131442264306973
221930.6303012020798-11.6303012020798
232120.51943944636320.480560553636838
242324.2821089082547-1.28210890825467
251922.5058912670181-3.50589126701808
262222.2911156602836-0.291115660283565
271924.4432479625961-5.44324796259614
282323.9484168031117-0.948416803111689
292929.2223051403605-0.222305140360478
302743.0758625085064-16.0758625085064
315237.450455702325514.5495442976745
324638.67434375470827.3256562452918
335839.601700257697118.3982997423029
345439.162737551575814.8372624484242
352942.8759554095259-13.8759554095259
365041.85980512473698.14019487526314
374340.65918077107082.34081922892917
383039.7990950120652-9.79909501206515
394738.15486618181768.84513381818242
404532.392076094863412.6079239051366
41125.4439476935796-24.4439476935796
42329.1260721031755-26.1260721031755
43424.9159080638744-20.9159080638744
44543.4070457103042-38.4070457103042
453529.22447878430855.7755212156915
463533.91127600558021.08872399441979
472127.5185657905591-6.51856579055908
483327.90521111527545.09478888472456
494027.611584877782912.3884151222171
502225.2877791951336-3.28777919513363
513531.2971637618193.70283623818099
522023.6882451211629-3.68824512116287
532831.2894928563588-3.28949285635877
544636.29570841974919.70429158025093
551829.0530876863671-11.0530876863671
562228.5516091100055-6.55160911000551
572022.1573180340913-2.15731803409132
582528.1543704591459-3.15437045914591
593131.5139676779368-0.513967677936793
602125.9910725730771-4.99107257307712
612325.3729960749065-2.3729960749065
622634.1701657726983-8.1701657726983
633432.13139122915731.8686087708427
643132.7573745048708-1.75737450487082
652324.5593903594388-1.55939035943877
663125.50751507575645.49248492424363
672626.3505567828462-0.350556782846201
683627.74153388625238.2584661137477
692831.4066900418439-3.40669004184395
703426.77514414040377.22485585959629
712529.8403298621303-4.8403298621303
723336.4018598303324-3.40185983033239
734634.41164809630711.588351903693
742430.8806902146584-6.8806902146584
753234.240882116718-2.24088211671803
763324.84572358536048.15427641463962
774236.74993720592775.2500627940723
781724.6725863811359-7.67258638113595
793628.40483821733467.5951617826654
804032.69572313338127.30427686661876
813033.8707904565763-3.87079045657634
821939.1403382599544-20.1403382599544
833328.73122741362534.26877258637471
843526.24219327821598.75780672178407
852328.044172588995-5.04417258899498
861523.5007379467095-8.50073794670946
873837.73199026292410.268009737075917
883728.59783463828498.40216536171506
892326.3483891866514-3.34838918665136
904132.40389731801028.59610268198982
913433.06269523726730.937304762732664
923830.70974843522657.29025156477346
934529.886553416488215.1134465835118
942725.57572445349851.42427554650147
954636.00465693143049.99534306856957
962629.7575110723-3.75751107230004
974435.70904871557238.29095128442775
983627.86333070127428.13666929872585
992031.5289118550932-11.5289118550932
1004432.259602220066611.7403977799334
1012734.1718421836245-7.17184218362446
1022729.5732814086967-2.57328140869672
1034132.66502999232548.33497000767465
1043028.70335975452191.29664024547813
1053334.3596217800457-1.35962178004566
1063726.964538541117210.0354614588828
1073030.6180941559829-0.618094155982933
1082024.2016441672297-4.20164416722974
1094437.38740836355226.61259163644775
1102024.7570084575151-4.75700845751505
1113328.33883679275944.66116320724062
1123136.1185594972838-5.11855949728375
1132332.0759972549547-9.07599725495468
1143331.72162593218731.27837406781273
1153325.72524509725877.27475490274133
1163228.01911368112883.98088631887124
1172527.8388646312644-2.8388646312644
1183742.8425156230228-5.84251562302283
1194839.13939768246858.86060231753151
1204538.45904469445596.5409553055441
1213241.1596830916966-9.15968309169657
1224641.43266363510294.56733636489714
1232042.658514607755-22.658514607755
1244237.22105253948324.77894746051684
1254530.831246588878514.1687534111215
1262938.7523182355638-9.75231823556379
1275142.17211796096738.82788203903274
1285538.580654777115516.4193452228845
1295040.35423866903039.64576133096973
1304440.19640495413663.80359504586339
1314134.50849293607066.4915070639294
1324037.98654213285182.01345786714818
1334738.08263169807188.91736830192823
1344234.95182658653937.04817341346067
1354038.08372376747861.91627623252136
1365140.522450163083310.4775498369167
1374340.86541191668182.13458808331817
1384539.38439794481035.61560205518968
1394132.81071700090848.1892829990916
1404138.12569275732312.87430724267686
1413739.8478435187051-2.84784351870506
1424634.689213419082111.3107865809179
1433838.7857446711579-0.785744671157946
1443932.57682793943616.42317206056392
1454528.115671050132216.8843289498678
1462826.61807526848271.38192473151731
1474537.15916802531867.84083197468137
1482127.1314689730685-6.13146897306851
1493335.8654777966963-2.8654777966963
1502421.38758913957872.61241086042127
1511621.267268615358-5.26726861535805
1522342.383847373134-19.383847373134
1534039.78509558346910.214904416530853
1544941.5387076613047.46129233869598
1553842.2356109094779-4.23561090947787
1563239.4641123378523-7.46411233785233
1574639.75904438317716.24095561682288
1583241.8293045142391-9.82930451423912
1594143.8411207733459-2.84112077334594
1604342.77220826514760.227791734852425
1614441.96299216181012.0370078381899
1624739.9569520120037.04304798799703
1632842.1311359098207-14.1311359098207
1645241.941182577796110.0588174222039
1652741.1011942399206-14.1011942399206
1664541.63604937568943.36395062431065
1672737.2457898800738-10.2457898800737
1682538.4103544268903-13.4103544268903
1692840.0364179431271-12.0364179431271
1702543.9528100691583-18.9528100691583
1715239.588361699411212.4116383005888
1724443.57725625465080.422743745349184
1734339.07460005967833.92539994032169
1744740.91839019300396.08160980699606
1755240.272438087762911.7275619122371
1764040.626081177185-0.626081177185027
1774240.15779774474231.84220225525766
1784540.04842862138444.95157137861561
1794545.6646677181087-0.664667718108656
1805040.12403114113799.87596885886205
1814941.66167637568157.33832362431851
1825238.358418976352513.6415810236475
1834838.44700471466769.55299528533236
1845137.151859926227813.8481400737722
1854941.72669803620537.27330196379472
1863141.1435026367017-10.1435026367017
1874338.77094241190614.22905758809391
1883138.8929230361987-7.89292303619866
1892839.4151245301093-11.4151245301093
1904342.28669932844690.713300671553054
1913143.214605218925-12.214605218925
1925143.00432015268887.99567984731121
1935839.802939817113718.1970601828863
1942537.448188012544-12.448188012544
1952738.5622024299982-11.5622024299982


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
90.01145892327362450.0229178465472490.988541076726375
100.005580255084646570.01116051016929310.994419744915353
110.003830394951385430.007660789902770860.996169605048615
120.001446881691108910.002893763382217830.99855311830889
130.0004068296906227450.000813659381245490.999593170309377
140.0001108453200228620.0002216906400457240.999889154679977
157.2342061789211e-050.0001446841235784220.99992765793821
161.75447938266853e-053.50895876533707e-050.999982455206173
175.37635136478093e-061.07527027295619e-050.999994623648635
182.89050727484676e-065.78101454969353e-060.999997109492725
191.20016921465062e-062.40033842930125e-060.999998799830785
209.13359193218518e-071.82671838643704e-060.999999086640807
212.61232875895227e-075.22465751790455e-070.999999738767124
222.52252598181451e-075.04505196362902e-070.999999747747402
237.2864035954946e-081.45728071909892e-070.999999927135964
241.84663738701328e-083.69327477402656e-080.999999981533626
255.44503040070167e-091.08900608014033e-080.99999999455497
264.41030311973867e-098.82060623947733e-090.999999995589697
271.95896596257068e-093.91793192514135e-090.999999998041034
285.15437507545988e-101.03087501509198e-090.999999999484563
291.68819821438689e-093.37639642877377e-090.999999998311802
305.9772883698613e-101.19545767397226e-090.999999999402271
310.0001506816645327550.000301363329065510.999849318335467
328.0415756876931e-050.0001608315137538620.999919584243123
330.0003659071099302150.000731814219860430.99963409289007
340.001647329585041550.003294659170083110.998352670414958
350.002663321124423520.005326642248847040.997336678875577
360.002758548276660590.005517096553321170.99724145172334
370.00457007359638220.00914014719276440.995429926403618
380.02445120429856580.04890240859713170.975548795701434
390.01834191306157640.03668382612315280.981658086938424
400.01465260367781140.02930520735562280.985347396322189
410.04461983549027160.08923967098054330.955380164509728
420.1543526594979810.3087053189959630.845647340502019
430.1944954064896870.3889908129793740.805504593510313
440.3794246752763560.7588493505527120.620575324723644
450.3365929552365310.6731859104730630.663407044763469
460.780238381263080.439523237473840.21976161873692
470.7705109611154850.458978077769030.229489038884515
480.7431219071644850.513756185671030.256878092835515
490.842645505336920.314708989326160.15735449466308
500.8157055038195190.3685889923609620.184294496180481
510.7956943690302860.4086112619394290.204305630969714
520.7744545300198640.4510909399602730.225545469980136
530.7386582097333680.5226835805332640.261341790266632
540.8652085778887790.2695828442224430.134791422111221
550.855211145068370.2895777098632580.144788854931629
560.8560807565885070.2878384868229850.143919243411493
570.8443511105909670.3112977788180660.155648889409033
580.8185754280991690.3628491438016620.181424571900831
590.7913918252118410.4172163495763180.208608174788159
600.7676274514122940.4647450971754120.232372548587706
610.763725584282320.4725488314353610.23627441571768
620.7607276491621350.4785447016757290.239272350837865
630.7926213191611830.4147573616776340.207378680838817
640.7854981822013880.4290036355972240.214501817798612
650.758863852834670.4822722943306590.24113614716533
660.729698522748910.540602954502180.27030147725109
670.6976887222051810.6046225555896380.302311277794819
680.670509169727910.6589816605441810.329490830272091
690.6340033364609590.7319933270780820.365996663539041
700.5992892304148640.8014215391702710.400710769585136
710.5652256227820440.8695487544359120.434774377217956
720.5259812483444820.9480375033110360.474018751655518
730.5571203989054770.8857592021890460.442879601094523
740.5310714331946770.9378571336106470.468928566805323
750.4967245435716770.9934490871433540.503275456428323
760.4975102186618560.9950204373237130.502489781338144
770.5026291752231350.994741649553730.497370824776865
780.5064257999858330.9871484000283350.493574200014167
790.5345128147011310.9309743705977370.465487185298869
800.5973395850832520.8053208298334950.402660414916748
810.5679743958868760.8640512082262470.432025604113124
820.6602304954978430.6795390090043150.339769504502157
830.6423772413587030.7152455172825930.357622758641297
840.6221470619980020.7557058760039970.377852938001998
850.6119803703959520.7760392592080960.388019629604048
860.6288448101885920.7423103796228170.371155189811408
870.6031370179279380.7937259641441240.396862982072062
880.5820966521661660.8358066956676690.417903347833834
890.5586798885165470.8826402229669050.441320111483453
900.5981570962200260.8036858075599490.401842903779974
910.5703241980178430.8593516039643130.429675801982157
920.5482742532700910.9034514934598180.451725746729909
930.5937088658824080.8125822682351850.406291134117592
940.5526818640052980.8946362719894030.447318135994702
950.5989642361095760.8020715277808490.401035763890424
960.5788046377310240.8423907245379510.421195362268976
970.5971376621099160.8057246757801670.402862337890084
980.5757269424536070.8485461150927850.424273057546393
990.5851420030085310.8297159939829380.414857996991469
1000.6366055336629430.7267889326741130.363394466337057
1010.61504451181320.7699109763735990.384955488186799
1020.5818110708045920.8363778583908160.418188929195408
1030.5682678482017770.8634643035964450.431732151798223
1040.5267289341565010.9465421316869970.473271065843499
1050.4890101526964470.9780203053928940.510989847303553
1060.4840850905159230.9681701810318470.515914909484077
1070.4432511969017210.8865023938034430.556748803098279
1080.4231130511259580.8462261022519150.576886948874042
1090.4207056633130170.8414113266260330.579294336686983
1100.3978120416231970.7956240832463940.602187958376803
1110.3644817518685330.7289635037370660.635518248131467
1120.3313349396436040.6626698792872090.668665060356396
1130.3452325100207820.6904650200415650.654767489979218
1140.3072225446284480.6144450892568960.692777455371552
1150.2850532358517740.5701064717035490.714946764148226
1160.256779663980570.513559327961140.74322033601943
1170.2335237746186240.4670475492372470.766476225381376
1180.2177409541022760.4354819082045530.782259045897724
1190.2691910251967240.5383820503934490.730808974803276
1200.2775299358784830.5550598717569660.722470064121517
1210.2773208787828920.5546417575657830.722679121217108
1220.2639758976801450.527951795360290.736024102319855
1230.4644935868123710.9289871736247430.535506413187629
1240.4556162528207080.9112325056414150.544383747179292
1250.5266866220320220.9466267559359570.473313377967978
1260.5555563597366520.8888872805266970.444443640263349
1270.5483862502290470.9032274995419070.451613749770953
1280.6390285959796820.7219428080406350.360971404020318
1290.6331501455055310.7336997089889370.366849854494469
1300.5993304172637790.8013391654724420.400669582736221
1310.571528528041580.856942943916840.42847147195842
1320.528828213390490.942343573219020.47117178660951
1330.5100020592937680.9799958814124650.489997940706232
1340.4781713570186990.9563427140373970.521828642981301
1350.4409046013920020.8818092027840040.559095398607998
1360.4433797600969560.8867595201939120.556620239903044
1370.3990746657787180.7981493315574360.600925334221282
1380.3654779510367070.7309559020734130.634522048963293
1390.3474507874875110.6949015749750210.65254921251249
1400.3073774481161690.6147548962323390.69262255188383
1410.2716633034827370.5433266069654730.728336696517264
1420.2852265038075520.5704530076151040.714773496192448
1430.249708287811330.4994165756226590.75029171218867
1440.2652288173313140.5304576346626280.734771182668686
1450.4118952230488010.8237904460976020.588104776951199
1460.3811166337940840.7622332675881680.618883366205916
1470.3997748748402530.7995497496805070.600225125159747
1480.3590553327199950.718110665439990.640944667280005
1490.3150504962313180.6301009924626350.684949503768682
1500.2734384535569030.5468769071138070.726561546443097
1510.2372028669615410.4744057339230830.762797133038459
1520.3962798011294880.7925596022589750.603720198870512
1530.3468595014757790.6937190029515570.653140498524222
1540.3160260606152080.6320521212304170.683973939384792
1550.272692380428690.545384760857380.72730761957131
1560.2379211878790640.4758423757581290.762078812120936
1570.2408579872699450.481715974539890.759142012730055
1580.2372864158285470.4745728316570930.762713584171453
1590.1988108996124740.3976217992249490.801189100387526
1600.1627581812124260.3255163624248510.837241818787574
1610.1370372142810660.2740744285621320.862962785718934
1620.1154269284110250.2308538568220510.884573071588975
1630.1217476227680380.2434952455360750.878252377231962
1640.1047490751731660.2094981503463330.895250924826834
1650.1257839601781310.2515679203562620.874216039821869
1660.1140611495062330.2281222990124670.885938850493767
1670.1649481814534910.3298963629069830.835051818546509
1680.2030215628754220.4060431257508440.796978437124578
1690.1955942832168850.3911885664337710.804405716783115
1700.3019372081604860.6038744163209720.698062791839514
1710.3189872460807770.6379744921615530.681012753919223
1720.2590627623262130.5181255246524250.740937237673787
1730.2072318528499310.4144637056998620.792768147150069
1740.1814383989223170.3628767978446330.818561601077683
1750.1857026871275360.3714053742550730.814297312872464
1760.1563470849791670.3126941699583330.843652915020833
1770.1160174150441170.2320348300882340.883982584955883
1780.1020605940961490.2041211881922980.897939405903851
1790.09017416802892910.1803483360578580.90982583197107
1800.1351662217223720.2703324434447440.864833778277628
1810.1115344902226880.2230689804453760.888465509777312
1820.07726311056732120.1545262211346420.922736889432679
1830.05402914401000270.1080582880200050.945970855989997
1840.05125554798097490.102511095961950.948744452019025
1850.08654840045558140.1730968009111630.913451599544419
1860.04484173696538010.08968347393076020.95515826303462


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level270.151685393258427NOK
5% type I error level320.179775280898876NOK
10% type I error level340.191011235955056NOK