Multiple Linear Regression - Estimated Regression Equation
leeftijd[t] = + 77.3754429800317 -0.381240306445034opleiding[t] -0.524053055241366Neuroticisme[t] -0.0822231173384081Extraversie[t] -0.293690031586825Openheid[t] -0.513130921270904Extrinsieke_waarden[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)77.37544298003176.52304511.861900
opleiding-0.3812403064450340.06365-5.989700
Neuroticisme-0.5240530552413660.084094-6.231800
Extraversie-0.08222311733840810.09282-0.88580.3768350.188418
Openheid-0.2936900315868250.074976-3.91710.0001256.3e-05
Extrinsieke_waarden-0.5131309212709040.073941-6.939700


Multiple Linear Regression - Regression Statistics
Multiple R0.676772943083343
R-squared0.458021616489690
Adjusted R-squared0.443683564015872
F-TEST (value)31.9444790236379
F-TEST (DF numerator)5
F-TEST (DF denominator)189
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation9.81271872174484
Sum Squared Residuals18198.7058065834


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
12738.2994215735336-11.2994215735336
23643.9323448063280-7.93234480632796
32546.8815498790148-21.8815498790148
42736.4187427892518-9.4187427892518
52536.4438935932169-11.4438935932169
64446.9180561832985-2.91805618329848
75038.403278176752711.5967218232473
84133.20887219607637.79112780392365
94841.31764889890626.68235110109383
104340.72800600297162.27199399702839
114742.97244868881174.02755131118829
124140.07744652729460.922553472705404
134440.98827782856123.01172217143876
144741.56470223607635.43529776392365
154043.9489524753076-3.94895247530756
164646.3634934091455-0.363493409145547
172842.9456100331747-14.9456100331747
185641.539411750704814.4605882492952
194937.355914428914311.6440855710857
202531.2212154469461-6.2212154469461
214141.4515030983573-0.451503098357265
222636.9314897253678-10.9314897253678
235037.075409364058912.9245906359411
244743.12121479154813.87878520845194
255248.14152451266743.85847548733260
263733.27330609390343.7266939060966
274146.1797926875732-5.17979268757325
284545.7964747227621-0.796474722762152
292643.2995569263957-17.2995569263957
30310.638719027923-7.638719027923
31415.2124132407092-11.2124132407092
3221.161788220861200.838211779138798
3336.63875131709352-3.63875131709352
34525.0173443359115-20.0173443359115
35311.4507469147986-8.45074691479858
36317.1537857236842-14.1537857236842
37213.8536155078759-11.8536155078759
3838.11040953847082-5.11040953847081
39214.0958322598179-12.0958322598179
4038.28152208313382-5.28152208313382
41113.9645619499964-12.9645619499964
42316.1663774968611-13.1663774968611
43414.6916293430593-10.6916293430593
44535.8394546440638-30.8394546440638
453529.50607619439515.49392380560494
463536.4469146023797-1.44691460237965
472128.0844714903313-7.08447149033134
483326.33054343023356.66945656976653
494031.21682987596168.78317012403837
502225.8469649680795-3.84696496807946
513533.96564543887231.03435456112769
522020.4440402316894-0.444040231689448
532833.3522008401327-5.3522008401327
544635.944550035218010.0554499647820
551830.6651582234731-12.6651582234731
562228.8218662501492-6.82186625014923
572021.5405593543360-1.54055935433596
582526.0871470925543-1.08714709255433
593135.5940478535116-4.59404785351156
602125.4510823415414-4.45108234154141
612326.6042030905924-3.60420309059243
622635.1628504917917-9.16285049179172
633432.19407778936321.80592221063683
643132.9672127172928-1.96721271729283
652325.4012672486250-2.40126724862503
663123.95733554847477.04266445152533
672625.99801747657110.00198252342885122
683628.30435542464757.69564457535252
692831.3139884695797-3.31398846957972
703427.14406035802086.85593964197917
712536.5155925413594-11.5155925413594
723339.2863509146685-6.28635091466854
734636.65120516438139.34879483561872
742430.1353899682791-6.13538996827909
753234.8180947387095-2.81809473870947
763326.4478569462696.55214305373099
774239.79361694807472.20638305192533
781721.5658598462132-4.56585984621321
793625.161709027553910.8382909724461
804029.634224884241910.3657751157581
813034.7644983077102-4.76449830771017
821940.1436131568629-21.1436131568629
833327.14201210625295.85798789374709
843527.43027853034567.56972146965436
852328.4122905914783-5.41229059147828
861521.6047824701026-6.60478247010257
873839.4387169800255-1.43871698002551
883730.23379944882156.76620055117846
892325.8880281665566-2.88802816655662
904130.733782723981710.2662172760183
913433.15145116921010.848548830789893
923830.52020083074667.4797991692534
934528.491421811597616.5085781884024
942724.64583483839292.35416516160715
954637.54962732543688.45037267456315
962636.9388788559298-10.9388788559298
974435.82203161983588.1779683801642
983630.12161049267765.87838950732237
992030.2353511596742-10.2353511596742
1004429.098085768264914.9019142317351
1012736.3254104836625-9.32541048366253
1022731.7583176299696-4.75831762996962
1034137.81501578483113.18498421516886
1043026.52495550371583.47504449628421
1053336.2109566022745-3.21095660227445
1063729.91121694663597.08878305336409
1073033.6919584065864-3.69195840658638
1082024.6267340966874-4.62673409668739
1094434.38694648777319.61305351222692
1102025.5991316892990-5.59913168929905
1113329.91820811242343.08179188757662
1123137.7010402460891-6.70104024608906
1132337.0327999915710-14.0327999915710
1143329.44257781750623.55742218249378
1153324.81138796296448.18861203703556
1163226.48195635088575.51804364911432
1172524.05683396692350.943166033076527
1183741.2419483071221-4.24194830712205
1194839.8961190944298.103880905571
1204535.66307449865309.33692550134704
1213243.2926306536891-11.2926306536891
1224638.46185302031877.53814697968128
1232043.1543495196424-23.1543495196424
1244234.29615898182317.70384101817685
1254523.541030916832821.4589690831672
1262935.2570988026026-6.25709880260262
1275145.59530957966775.40469042033231
1285538.583977444040316.4160225559597
1295042.55548019761977.44451980238029
1304442.67003814624291.32996185375712
1314128.281751138835512.7182488611645
1324035.08190769432774.91809230567229
1334735.270878536549411.7291214634506
1344228.277881334677313.7221186653227
1354039.06288461003810.937115389961859
1365137.037772596885913.9622274031141
1374339.21579049822333.78420950177667
1384541.10714711272733.89285288727269
1394129.480340540448011.5196594595520
1404136.78081345708154.21918654291845
1413739.6018243589976-2.60182435899761
1424633.776247676825212.2237523231748
1433836.67094444044551.32905555955446
1443933.3383010517575.66169894824299
1454527.448900828068317.5510991719317
1462814.955362975174913.0446370248251
1474527.91258637726117.087413622739
1482120.15422561320230.845774386797683
1493341.9980838553634-8.9980838553634
1501426.8269451221798-12.8269451221798
1511626.1041038881578-10.1041038881578
1521446.3388547278599-32.3388547278599
1534041.6414841221541-1.64148412215411
1544936.985385474379312.0146145256207
1553843.98721714535-5.98721714535
1563237.1689129928571-5.16891299285709
1574638.14883948160127.85116051839881
1583232.6338163476258-0.633816347625763
1594148.3893007545774-7.3893007545774
1604339.21896306311943.78103693688065
1614437.51274506564486.48725493435517
1624741.69617743654245.30382256345756
1632841.3968606710783-13.3968606710783
1645241.925825469479610.0741745305204
1652734.5157610912369-7.51576109123693
1664543.59140568934251.40859431065747
1672729.2581168969254-2.25811689692537
1682543.5145649322564-18.5145649322564
1692834.2091344539451-6.2091344539451
1702538.6933444721913-13.6933444721913
1715241.037797730619810.9622022693802
1724443.3776993876390.622300612361028
1734333.79065728279939.20934271720067
1744741.79610896299415.20389103700586
1755241.940199970641810.0598000293582
1764037.41843588757082.58156411242923
1774234.48764267083267.51235732916744
1784541.13100001879913.86899998120093
1794542.53895110383382.46104889616623
1805041.87692999957998.12307000042006
1814942.37361491108376.62638508891627
1825231.601985136298920.3980148637011
1834837.424184609211410.5758153907886
1845131.335375971614319.6646240283857
1854940.82832766433948.17167233566064
1863134.6404262430326-3.64042624303255
1874338.19713842002414.80286157997588
1883139.5113986093825-8.51139860938249
1892844.7802645140221-16.7802645140221
1904341.55149166167941.44850833832062
1913143.0297061765799-12.0297061765799
1925150.39685581078990.603144189210117
1935834.942887815431823.0571121845682
1942534.1774020071365-9.17740200713653
1952738.2994215735338-11.2994215735338


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
90.7535967480585980.4928065038828050.246403251941402
100.8292755453476680.3414489093046640.170724454652332
110.861900933606440.2761981327871210.138099066393560
120.8049392945124780.3901214109750430.195060705487522
130.7336977193494660.5326045613010690.266302280650534
140.7042542702840720.5914914594318550.295745729715928
150.6179483745266350.764103250946730.382051625473365
160.5337301080695840.9325397838608320.466269891930416
170.4644084872161110.9288169744322210.535591512783889
180.533763989659970.9324720206800610.466236010340030
190.5612227585951290.8775544828097420.438777241404871
200.5234380996171840.9531238007656310.476561900382816
210.4530304317101130.9060608634202260.546969568289887
220.4235298762672640.8470597525345280.576470123732736
230.4961256125904080.9922512251808150.503874387409592
240.4737891076537850.947578215307570.526210892346215
250.4576244678418780.9152489356837560.542375532158122
260.3909490198441520.7818980396883050.609050980155848
270.3453679313692760.6907358627385530.654632068630724
280.2898470472136530.5796940944273070.710152952786347
290.4290526379193540.8581052758387080.570947362080646
300.3717524705537920.7435049411075840.628247529446208
310.3272467208601110.6544934417202210.67275327913989
320.2856641600557010.5713283201114030.714335839944299
330.2370854765843280.4741709531686560.762914523415672
340.2490425395583330.4980850791166670.750957460441667
350.2146439186462130.4292878372924270.785356081353787
360.1934957310637460.3869914621274920.806504268936254
370.1750756114060210.3501512228120430.824924388593979
380.1521902763226230.3043805526452470.847809723677377
390.1389804113177830.2779608226355650.861019588682217
400.1232605040885130.2465210081770270.876739495911486
410.1276398958572060.2552797917144130.872360104142794
420.1352646000640480.2705292001280950.864735399935952
430.1538709194413870.3077418388827730.846129080558613
440.2831159729787870.5662319459575740.716884027021213
450.2641373113690970.5282746227381940.735862688630903
460.2937737696469290.5875475392938580.706226230353071
470.3192142665342850.6384285330685690.680785733465715
480.2952354769328630.5904709538657260.704764523067137
490.2916311640677510.5832623281355010.70836883593225
500.2738630414548990.5477260829097980.726136958545101
510.2380047274572160.4760094549144310.761995272542784
520.2055592266513330.4111184533026660.794440773348667
530.1798871154133630.3597742308267270.820112884586637
540.3191972663690790.6383945327381590.68080273363092
550.3309387428249550.661877485649910.669061257175045
560.3351908362890380.6703816725780760.664809163710962
570.3073706624807570.6147413249615140.692629337519243
580.2720652231361130.5441304462722260.727934776863887
590.2689332304317820.5378664608635630.731066769568218
600.2431105417264170.4862210834528350.756889458273583
610.2338993583160570.4677987166321140.766100641683943
620.2128262550235570.4256525100471150.787173744976443
630.236446899014780.472893798029560.76355310098522
640.2180019818758740.4360039637517480.781998018124126
650.1943191936558670.3886383873117350.805680806344133
660.1795518893974940.3591037787949880.820448110602506
670.1534680571869620.3069361143739240.846531942813038
680.1367990080732570.2735980161465140.863200991926743
690.1155484277999540.2310968555999080.884451572200046
700.09893848844243240.1978769768848650.901061511557568
710.1134314305554100.2268628611108200.88656856944459
720.09530832993142960.1906166598628590.90469167006857
730.1051282125919250.2102564251838500.894871787408075
740.0928822942540280.1857645885080560.907117705745972
750.07788597018707210.1557719403741440.922114029812928
760.0712960543851190.1425921087702380.928703945614881
770.06613385937807220.1322677187561440.933866140621928
780.06199357744892440.1239871548978490.938006422551076
790.09496513501842530.1899302700368510.905034864981575
800.1434300626057320.2868601252114630.856569937394268
810.1238722899925470.2477445799850940.876127710007453
820.1915845350979640.3831690701959270.808415464902036
830.1824647465232930.3649294930465860.817535253476707
840.1677417442354890.3354834884709780.832258255764511
850.1590829699038200.3181659398076400.84091703009618
860.1670373187092740.3340746374185490.832962681290726
870.147111703099550.29422340619910.85288829690045
880.1341500721673950.2683001443347900.865849927832605
890.1204289692359710.2408579384719420.879571030764029
900.1528498710576630.3056997421153250.847150128942337
910.1355744096757140.2711488193514290.864425590324285
920.1265407186610770.2530814373221540.873459281338923
930.1683644414486980.3367288828973960.831635558551302
940.1432613853486840.2865227706973690.856738614651316
950.1655234325200300.3310468650400590.83447656747997
960.1758076297434910.3516152594869820.82419237025651
970.1915990331688490.3831980663376990.80840096683115
980.1770866765181390.3541733530362770.822913323481861
990.1873000379491850.3746000758983690.812699962050815
1000.2422218630062520.4844437260125040.757778136993748
1010.2295730571932800.4591461143865590.77042694280672
1020.2066602978001050.413320595600210.793339702199895
1030.1970244192809330.3940488385618660.802975580719067
1040.1697268565170680.3394537130341360.830273143482932
1050.1457334986741950.291466997348390.854266501325805
1060.1424334310842860.2848668621685720.857566568915714
1070.1222468491043530.2444936982087070.877753150895647
1080.1118869828602210.2237739657204420.888113017139779
1090.1160060092203640.2320120184407270.883993990779636
1100.1059679947038260.2119359894076520.894032005296174
1110.09170493832597730.1834098766519550.908295061674023
1120.07898230612408140.1579646122481630.921017693875919
1130.09107665645375050.1821533129075010.90892334354625
1140.07585014950596050.1517002990119210.92414985049404
1150.0686783957223840.1373567914447680.931321604277616
1160.05849659180117650.1169931836023530.941503408198823
1170.05198740593534210.1039748118706840.948012594064658
1180.04735030380610320.09470060761220650.952649696193897
1190.06445884043427430.1289176808685490.935541159565726
1200.07219381637612810.1443876327522560.927806183623872
1210.07361455147045370.1472291029409070.926385448529546
1220.07420066100393170.1484013220078630.925799338996068
1230.1812279453546750.362455890709350.818772054645325
1240.1810057464171440.3620114928342880.818994253582856
1250.2620490019617190.5240980039234380.737950998038281
1260.2797529222848750.559505844569750.720247077715125
1270.2586560151053300.5173120302106590.74134398489467
1280.3309990610734120.6619981221468240.669000938926588
1290.3123848595708690.6247697191417380.687615140429131
1300.2765507208935770.5531014417871530.723449279106423
1310.2690589577586980.5381179155173950.730941042241302
1320.2362839143585320.4725678287170640.763716085641468
1330.2263527713534390.4527055427068790.77364722864656
1340.2161334454789830.4322668909579670.783866554521017
1350.1878597098597240.3757194197194490.812140290140276
1360.2035589077553360.4071178155106720.796441092244664
1370.1740196317332000.3480392634663990.8259803682668
1380.1497414715623280.2994829431246550.850258528437672
1390.1398648506778770.2797297013557540.860135149322123
1400.1164634454805600.2329268909611190.88353655451944
1410.09901646114885120.1980329222977020.900983538851149
1420.1024502765466400.2049005530932800.89754972345336
1430.08521785893271630.1704357178654330.914782141067284
1440.08534512121820010.1706902424364000.9146548787818
1450.1992090013188090.3984180026376180.800790998681191
1460.2127979243978020.4255958487956050.787202075602198
1470.2766588112118270.5533176224236550.723341188788173
1480.2369117835537550.473823567107510.763088216446245
1490.237728716557510.475457433115020.76227128344249
1500.2408068172215420.4816136344430830.759193182778458
1510.2344039440813520.4688078881627040.765596055918648
1520.6913839963107330.6172320073785340.308616003689267
1530.6457975817980410.7084048364039170.354202418201959
1540.6365195987823520.7269608024352970.363480401217648
1550.5871514570817160.8256970858365670.412848542918284
1560.5385910548573260.9228178902853480.461408945142674
1570.5443676305163640.9112647389672710.455632369483636
1580.4910299014181980.9820598028363950.508970098581802
1590.4527827562831250.905565512566250.547217243716875
1600.4020676655054320.8041353310108650.597932334494568
1610.3838016222785240.7676032445570470.616198377721476
1620.3366352693571010.6732705387142010.6633647306429
1630.3544983410117550.708996682023510.645501658988245
1640.3114632060132540.6229264120265070.688536793986746
1650.3305945294544000.6611890589088010.6694054705456
1660.283309241630840.566618483261680.71669075836916
1670.3562841654838090.7125683309676180.643715834516191
1680.4511752497811400.9023504995622810.54882475021886
1690.3889072152024110.7778144304048230.611092784797589
1700.4175725000646540.8351450001293090.582427499935346
1710.4155094259547270.8310188519094550.584490574045273
1720.3506197855094240.7012395710188480.649380214490576
1730.2939723321249050.587944664249810.706027667875095
1740.2448757238132080.4897514476264160.755124276186792
1750.2346674928785100.4693349857570200.76533250712149
1760.2035678585056210.4071357170112410.79643214149438
1770.1543215704013040.3086431408026080.845678429598696
1780.1366647675724600.2733295351449200.86333523242754
1790.09980845110990690.1996169022198140.900191548890093
1800.1843492857855550.368698571571110.815650714214445
1810.1511972410438790.3023944820877590.84880275895612
1820.1131115851795230.2262231703590470.886888414820477
1830.07266999515208930.1453399903041790.92733000484791
1840.06546125410550950.1309225082110190.93453874589449
1850.2301986595729790.4603973191459580.769801340427021
1860.1358092910666510.2716185821333020.864190708933349


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level00OK
5% type I error level00OK
10% type I error level10.00561797752808989OK