Multiple Linear Regression - Estimated Regression Equation
Behoefte_affiliatie[t] = + 59.8331365247397 -0.321873599043689leeftijd[t] -0.0894242784873798opleiding[t] + 0.0106074503726078Neuroticisme[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)59.83313652473977.0645928.469400
leeftijd-0.3218735990436890.062584-5.14311e-060
opleiding-0.08942427848737980.078225-1.14320.2544120.127206
Neuroticisme0.01060745037260780.0911740.11630.9075040.453752
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
12225.1175037191476-3.11750371914759
22323.8429415262079-0.84294152620789
32730.9245609576659-3.92456095766589
41929.4370628035319-10.4370628035319
51532.1968402276497-17.1968402276497
62919.38561869752969.6143813024704
72518.74306464845966.25693535154041
82522.66823599875132.33176400124866
92123.2664418239135-2.26644182391350
102223.1694672467477-1.16946724674773
112222.0205592022521-0.0205592022521470
122425.1684037852930-1.16840378529303
132223.0158347543062-1.01583475430620
142323.6455726019091-0.645572601909113
151923.8661543381066-4.86615433810662
161924.9880048025089-5.98800480250886
172133.2476779414074-12.2476779414074
182017.78960710584542.21039289415456
192320.06154012058482.93845987941519
201130.9496624565111-19.9496624565111
212120.98685577356930.0131442264306762
221930.6303012020799-11.6303012020799
232120.51943944636320.480560553636825
242324.2821089082547-1.28210890825468
251922.5058912670181-3.50589126701809
262222.2911156602836-0.291115660283576
271924.4432479625962-5.44324796259615
282323.9484168031117-0.948416803111705
292929.2223051403605-0.222305140360495
302743.0758625085064-16.0758625085064
315237.450455702325514.5495442976745
324638.67434375470827.3256562452918
335839.601700257697118.3982997423029
345439.162737551575814.8372624484242
352942.8759554095259-13.8759554095259
365041.85980512473698.14019487526313
374340.65918077107082.34081922892918
383039.7990950120652-9.79909501206515
394738.15486618181768.84513381818241
404532.392076094863412.6079239051366
41125.4439476935796-24.4439476935796
42329.1260721031755-26.1260721031755
43424.9159080638744-20.9159080638744
44543.4070457103041-38.4070457103041
453529.22447878430855.7755212156915
463533.91127600558021.08872399441979
472127.5185657905591-6.51856579055908
483327.90521111527545.09478888472457
494027.611584877782912.3884151222171
502225.2877791951336-3.28777919513362
513531.2971637618193.70283623818099
522023.6882451211629-3.68824512116286
532831.2894928563588-3.28949285635876
544636.29570841974919.70429158025093
551829.0530876863671-11.0530876863671
562228.5516091100055-6.55160911000551
572022.1573180340913-2.15731803409132
582528.1543704591459-3.15437045914591
593131.5139676779368-0.513967677936798
602125.9910725730771-4.99107257307712
612325.3729960749065-2.37299607490649
622634.1701657726983-8.17016577269829
633432.13139122915731.86860877084271
643132.7573745048708-1.75737450487081
652324.5593903594388-1.55939035943877
663125.50751507575645.49248492424363
672626.3505567828462-0.350556782846199
683627.74153388625238.2584661137477
692831.4066900418439-3.40669004184394
703426.77514414040377.22485585959628
712529.8403298621303-4.84032986213031
723336.4018598303324-3.40185983033239
734634.411648096307011.5883519036930
742430.8806902146584-6.88069021465839
753234.240882116718-2.24088211671803
763324.84572358536048.15427641463962
774236.74993720592775.2500627940723
781724.6725863811359-7.67258638113594
793628.40483821733467.59516178266541
804032.69572313338127.30427686661877
813033.8707904565763-3.87079045657634
821939.1403382599544-20.1403382599544
833328.73122741362534.26877258637471
843526.24219327821598.75780672178407
852328.0441725889950-5.04417258899498
861523.5007379467095-8.50073794670946
873837.73199026292410.268009737075918
883728.59783463828498.40216536171506
892326.3483891866514-3.34838918665136
904132.40389731801028.59610268198982
913433.06269523726730.93730476273267
923830.70974843522657.29025156477347
934529.886553416488215.1134465835118
942725.57572445349851.42427554650147
954636.00465693143049.99534306856957
962629.7575110723000-3.75751107230004
974435.70904871557228.29095128442776
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
1073030.6180941559829-0.618094155982934
1082024.2016441672297-4.20164416722974
1094437.38740836355226.61259163644776
1102024.7570084575150-4.75700845751505
1113328.33883679275944.66116320724062
1123136.1185594972837-5.11855949728375
1132332.0759972549547-9.07599725495469
1143331.72162593218731.27837406781273
1153325.72524509725877.27475490274133
1163228.01911368112883.98088631887125
1172527.8388646312644-2.83886463126441
1183742.8425156230228-5.84251562302282
1194839.13939768246858.86060231753151
1204538.45904469445596.54095530554411
1213241.1596830916966-9.15968309169657
1224641.43266363510294.56733636489714
1232042.658514607755-22.658514607755
1244237.22105253948324.77894746051685
1254530.831246588878514.1687534111215
1262938.7523182355638-9.75231823556378
1275142.17211796096738.82788203903274
1285538.580654777115516.4193452228845
1295040.35423866903039.64576133096974
1304440.19640495413663.80359504586339
1314134.50849293607066.4915070639294
1324037.98654213285182.01345786714819
1334738.08263169807188.91736830192824
1344234.95182658653937.04817341346068
1354038.08372376747861.91627623252136
1365140.522450163083310.4775498369167
1374340.86541191668182.13458808331818
1384539.38439794481035.61560205518969
1394132.81071700090848.18928299909159
1404138.12569275732312.87430724267686
1413739.847843518705-2.84784351870504
1424634.689213419082111.3107865809179
1433838.7857446711579-0.785744671157934
1443932.57682793943616.42317206056392
1454528.115671050132216.8843289498678
1462826.61807526848271.38192473151729
1474537.15916802531867.84083197468136
1482127.1314689730685-6.13146897306853
1493335.8654777966963-2.86547779669632
1502421.38758913957872.61241086042126
1511621.2672686153581-5.26726861535806
1522342.383847373134-19.383847373134
1534039.78509558346920.214904416530849
1544941.5387076613047.46129233869598
1553842.2356109094779-4.23561090947788
1563239.4641123378523-7.46411233785233
1574639.75904438317716.24095561682288
1583241.8293045142391-9.82930451423912
1594143.8411207733459-2.84112077334594
1604342.77220826514760.227791734852427
1614441.96299216181012.03700783818990
1624739.9569520120037.04304798799702
1632842.1311359098207-14.1311359098207
1645241.941182577796110.0588174222039
1652741.1011942399206-14.1011942399206
1664541.63604937568943.36395062431065
1672737.2457898800738-10.2457898800738
1682538.4103544268903-13.4103544268903
1692840.0364179431271-12.0364179431271
1702543.9528100691583-18.9528100691583
1715239.588361699411212.4116383005888
1724443.57725625465080.422743745349176
1734339.07460005967833.92539994032169
1744740.91839019300396.08160980699605
1755240.272438087762911.7275619122371
1764040.626081177185-0.62608117718503
1774240.15779774474231.84220225525766
1784540.04842862138444.9515713786156
1794545.6646677181087-0.664667718108656
1805040.12403114113809.87596885886204
1814941.66167637568157.3383236243185
1825238.358418976352513.6415810236475
1834838.44700471466769.55299528533236
1845137.151859926227813.8481400737722
1854941.72669803620537.27330196379472
1863141.1435026367017-10.1435026367017
1874338.77094241190614.22905758809391
1883138.8929230361987-7.89292303619867
1892839.4151245301093-11.4151245301093
1904342.28669932844700.713300671553051
1913143.2146052189251-12.2146052189250
1925143.00432015268887.9956798473112
1935839.802939817113718.1970601828863
1942537.448188012544-12.4481880125440
1952738.5622024299982-11.5622024299982


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
90.01145892327362450.0229178465472490.988541076726375
100.005580255084646560.01116051016929310.994419744915353
110.003830394951385410.007660789902770820.996169605048615
120.001446881691108900.002893763382217790.99855311830889
130.0004068296906227460.0008136593812454930.999593170309377
140.0001108453200228620.0002216906400457230.999889154679977
157.23420617892117e-050.0001446841235784230.99992765793821
161.75447938266853e-053.50895876533705e-050.999982455206173
175.37635136478092e-061.07527027295618e-050.999994623648635
182.89050727484676e-065.78101454969352e-060.999997109492725
191.20016921465064e-062.40033842930127e-060.999998799830785
209.13359193218533e-071.82671838643707e-060.999999086640807
212.61232875895234e-075.22465751790467e-070.999999738767124
222.52252598181453e-075.04505196362905e-070.999999747747402
237.28640359549451e-081.45728071909890e-070.999999927135964
241.84663738701327e-083.69327477402655e-080.999999981533626
255.44503040070167e-091.08900608014033e-080.99999999455497
264.41030311973868e-098.82060623947737e-090.999999995589697
271.95896596257071e-093.91793192514142e-090.999999998041034
285.15437507545988e-101.03087501509198e-090.999999999484563
291.68819821438689e-093.37639642877377e-090.999999998311802
305.97728836986143e-101.19545767397229e-090.999999999402271
310.0001506816645327530.0003013633290655070.999849318335467
328.04157568769302e-050.0001608315137538600.999919584243123
330.0003659071099302150.0007318142198604310.99963409289007
340.001647329585041560.003294659170083110.998352670414958
350.002663321124423540.005326642248847070.997336678875576
360.002758548276660560.005517096553321130.99724145172334
370.004570073596382140.009140147192764290.995429926403618
380.0244512042985660.0489024085971320.975548795701434
390.01834191306157650.03668382612315290.981658086938423
400.01465260367781120.02930520735562250.985347396322189
410.04461983549027190.08923967098054380.955380164509728
420.1543526594979820.3087053189959650.845647340502018
430.1944954064896870.3889908129793740.805504593510313
440.3794246752763580.7588493505527170.620575324723642
450.3365929552365330.6731859104730660.663407044763467
460.7802383812630820.4395232374738370.219761618736918
470.7705109611154850.458978077769030.229489038884515
480.7431219071644850.513756185671030.256878092835515
490.842645505336920.3147089893261600.157354494663080
500.815705503819520.3685889923609610.184294496180480
510.7956943690302840.4086112619394320.204305630969716
520.7744545300198640.4510909399602730.225545469980136
530.7386582097333680.5226835805332650.261341790266632
540.8652085778887780.2695828442224440.134791422111222
550.855211145068370.2895777098632580.144788854931629
560.8560807565885060.2878384868229870.143919243411494
570.8443511105909670.3112977788180660.155648889409033
580.818575428099170.3628491438016610.181424571900831
590.7913918252118410.4172163495763180.208608174788159
600.7676274514122940.4647450971754120.232372548587706
610.763725584282320.472548831435360.23627441571768
620.7607276491621360.4785447016757280.239272350837864
630.7926213191611820.4147573616776360.207378680838818
640.7854981822013880.4290036355972240.214501817798612
650.7588638528346710.4822722943306570.241136147165329
660.7296985227489090.5406029545021830.270301477251091
670.6976887222051810.6046225555896380.302311277794819
680.6705091697279110.6589816605441790.329490830272089
690.6340033364609590.7319933270780820.365996663539041
700.5992892304148620.8014215391702760.400710769585138
710.5652256227820440.8695487544359130.434774377217956
720.5259812483444870.9480375033110250.474018751655513
730.5571203989054750.8857592021890490.442879601094525
740.5310714331946770.9378571336106460.468928566805323
750.4967245435716770.9934490871433540.503275456428323
760.4975102186618580.9950204373237150.502489781338142
770.5026291752231360.9947416495537280.497370824776864
780.506425799985830.987148400028340.49357420001417
790.5345128147011360.9309743705977280.465487185298864
800.5973395850832530.8053208298334950.402660414916747
810.5679743958868760.8640512082262470.432025604113124
820.6602304954978440.6795390090043120.339769504502156
830.6423772413587080.7152455172825840.357622758641292
840.6221470619979980.7557058760040050.377852938002002
850.6119803703959520.7760392592080960.388019629604048
860.6288448101885920.7423103796228170.371155189811408
870.603137017927940.7937259641441210.396862982072060
880.5820966521661640.8358066956676720.417903347833836
890.558679888516550.88264022296690.44132011148345
900.5981570962200240.8036858075599510.401842903779976
910.5703241980178440.8593516039643130.429675801982156
920.5482742532700930.9034514934598140.451725746729907
930.5937088658824070.8125822682351860.406291134117593
940.5526818640052970.8946362719894060.447318135994703
950.5989642361095760.8020715277808480.401035763890424
960.5788046377310230.8423907245379540.421195362268977
970.5971376621099160.8057246757801680.402862337890084
980.5757269424536080.8485461150927830.424273057546392
990.585142003008530.829715993982940.41485799699147
1000.6366055336629420.7267889326741150.363394466337058
1010.6150445118132010.7699109763735980.384955488186799
1020.5818110708045920.8363778583908150.418188929195408
1030.5682678482017760.8634643035964480.431732151798224
1040.5267289341565010.9465421316869980.473271065843499
1050.4890101526964460.9780203053928920.510989847303554
1060.4840850905159250.968170181031850.515914909484075
1070.4432511969017210.8865023938034420.556748803098279
1080.4231130511259580.8462261022519150.576886948874042
1090.4207056633130160.8414113266260330.579294336686984
1100.3978120416231980.7956240832463960.602187958376802
1110.3644817518685330.7289635037370660.635518248131467
1120.3313349396436060.6626698792872120.668665060356394
1130.3452325100207790.6904650200415580.654767489979221
1140.307222544628450.61444508925690.69277745537155
1150.2850532358517730.5701064717035470.714946764148227
1160.2567796639805740.5135593279611480.743220336019426
1170.2335237746186240.4670475492372480.766476225381376
1180.2177409541022750.435481908204550.782259045897725
1190.2691910251967240.5383820503934490.730808974803276
1200.2775299358784840.5550598717569680.722470064121516
1210.277320878782890.554641757565780.72267912121711
1220.2639758976801430.5279517953602850.736024102319857
1230.4644935868123720.9289871736247450.535506413187628
1240.4556162528207060.9112325056414120.544383747179294
1250.5266866220320220.9466267559359560.473313377967978
1260.555556359736650.8888872805266990.444443640263349
1270.5483862502290480.9032274995419050.451613749770952
1280.6390285959796840.7219428080406330.360971404020317
1290.6331501455055310.7336997089889380.366849854494469
1300.5993304172637780.8013391654724440.400669582736222
1310.571528528041580.856942943916840.42847147195842
1320.5288282133904890.9423435732190220.471171786609511
1330.5100020592937680.9799958814124640.489997940706232
1340.4781713570186970.9563427140373940.521828642981303
1350.4409046013920020.8818092027840050.559095398607998
1360.4433797600969560.8867595201939120.556620239903044
1370.3990746657787180.7981493315574360.600925334221282
1380.3654779510367080.7309559020734160.634522048963292
1390.3474507874875120.6949015749750240.652549212512488
1400.3073774481161690.6147548962323380.692622551883831
1410.2716633034827370.5433266069654730.728336696517264
1420.285226503807550.57045300761510.71477349619245
1430.2497082878113290.4994165756226580.750291712188671
1440.2652288173313150.530457634662630.734771182668685
1450.41189522304880.82379044609760.5881047769512
1460.3811166337940840.7622332675881690.618883366205916
1470.3997748748402530.7995497496805070.600225125159747
1480.3590553327199950.718110665439990.640944667280005
1490.3150504962313190.6301009924626380.684949503768681
1500.2734384535569040.5468769071138080.726561546443096
1510.2372028669615420.4744057339230850.762797133038458
1520.3962798011294870.7925596022589750.603720198870513
1530.346859501475780.693719002951560.65314049852422
1540.3160260606152070.6320521212304150.683973939384793
1550.2726923804286900.5453847608573790.72730761957131
1560.2379211878790650.4758423757581290.762078812120935
1570.2408579872699450.4817159745398890.759142012730055
1580.2372864158285480.4745728316570950.762713584171453
1590.1988108996124740.3976217992249480.801189100387526
1600.1627581812124260.3255163624248510.837241818787574
1610.1370372142810660.2740744285621310.862962785718934
1620.1154269284110260.2308538568220520.884573071588974
1630.1217476227680370.2434952455360740.878252377231963
1640.1047490751731660.2094981503463310.895250924826834
1650.1257839601781310.2515679203562610.874216039821869
1660.1140611495062330.2281222990124660.885938850493767
1670.1649481814534920.3298963629069830.835051818546508
1680.2030215628754230.4060431257508450.796978437124577
1690.1955942832168850.391188566433770.804405716783115
1700.3019372081604860.6038744163209730.698062791839514
1710.3189872460807770.6379744921615540.681012753919223
1720.2590627623262120.5181255246524240.740937237673788
1730.2072318528499320.4144637056998630.792768147150068
1740.1814383989223160.3628767978446330.818561601077684
1750.1857026871275360.3714053742550730.814297312872464
1760.1563470849791660.3126941699583320.843652915020834
1770.1160174150441170.2320348300882340.883982584955883
1780.1020605940961490.2041211881922980.897939405903851
1790.0901741680289290.1803483360578580.90982583197107
1800.1351662217223720.2703324434447440.864833778277628
1810.1115344902226880.2230689804453760.888465509777312
1820.07726311056732140.1545262211346430.922736889432679
1830.05402914401000270.1080582880200050.945970855989997
1840.0512555479809750.102511095961950.948744452019025
1850.08654840045558130.1730968009111630.913451599544419
1860.04484173696538020.08968347393076030.95515826303462


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