Multiple Linear Regression - Estimated Regression Equation
Intrinsieke_waarden[t] = + 92.3771983580845 -0.304005715886726leeftijd[t] -0.516637029897194opleiding[t] -0.541055956742284Neuroticisme[t] -0.47626425329013Extraversie[t] -0.332630416187557`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)92.37719835808457.260912.722600
leeftijd-0.3040057158867260.081221-3.74290.0002410.000121
opleiding-0.5166370298971940.087621-5.896300
Neuroticisme-0.5410559567422840.073745-7.336900
Extraversie-0.476264253290130.091552-5.20211e-060
`Openheid `-0.3326304161875570.082601-4.0278.2e-054.1e-05


Multiple Linear Regression - Regression Statistics
Multiple R0.647112133930724
R-squared0.418754113880375
Adjusted R-squared0.403377238586205
F-TEST (value)27.2327183429225
F-TEST (DF numerator)5
F-TEST (DF denominator)189
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation11.8843861455204
Sum Squared Residuals26694.1018365531


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
14032.53939102657647.46060897342359
24533.098719999583711.9012800004163
33843.4700909886035-5.47009098860349
42833.8124848549776-5.81248485497759
53535.7779925241264-0.777992524126385
61511.28503145232793.71496854767208
72715.816661389557611.1833386104424
83616.209482109718119.7905178902819
92526.012521920403-1.01252192040295
103021.86925363799018.13074636200994
112724.34346415998452.65653584001546
123327.33713084554525.66286915445479
132922.99390209966076.0060979003393
143026.55856784252063.44143215747942
152523.57953660646581.42046339353421
162335.6867592077983-12.6867592077983
172622.82071975540273.17928024459731
182417.01975635885526.98024364114482
193528.70239346374316.29760653625693
203922.463335204214416.5366647957856
212322.43677427527670.563225724723339
223223.71238830323428.2876116967658
232919.15201895612879.84798104387127
242619.88311934419586.11688065580424
252133.9815273841012-12.9815273841012
263517.33599082921317.664009170787
272325.4057514859759-2.40575148597589
282128.5230450879891-7.52304508798912
292835.7780259602269-7.77802596022694
304125.770163978110215.2298360218898
313425.11262109332188.88737890667822
323412.095180422750121.9048195772499
333616.194066608511719.8059333914883
343634.55556052767011.44443947232986
352623.91039536808522.08960463191481
362628.1833250494164-2.18332504941643
373427.57187732674786.42812267325217
383325.17692633391367.8230736660864
393121.87124835316599.12875164683409
403323.63723165424999.36276834575006
412227.6068327512708-5.6068327512708
422929.8050986306249-0.805098630624858
432425.4353701352059-1.43537013520592
443734.93824785297682.06175214702324
455034.966126327506315.0338736724937
462536.1011883120994-11.1011883120994
474734.68229704744812.317702952552
484732.547400368862814.4525996311372
494141.7506616865069-0.750661686506878
504537.0365285881817.96347141181904
514142.0785958985905-1.07859589859045
524532.179884632219112.8201153677809
534034.79204236255325.20795763744681
542939.046374803845-10.046374803845
553434.1029920598119-0.102992059811904
564536.21802618475568.78197381524437
575236.974958704548615.0250412954514
584138.78585183959742.21414816040256
594845.62059404755012.37940595244995
604538.72435663967436.27564336032571
615432.248067427859621.7519325721404
622538.6519987606336-13.6519987606336
632635.4307443692423-9.43074436924228
642833.5926395228081-5.59263952280808
655040.44639099276119.5536090072389
664834.166194225887313.8338057741127
675134.106507197385416.8934928026146
685336.726900585652816.2730994143472
693734.46762373156082.53237626843921
705649.86844840732436.13155159267575
714341.16152819525591.83847180474405
723434.5386225249966-0.538622524996606
734244.7650788261328-2.76507882613283
743235.6497987584591-3.64979875845913
753131.2451694013108-0.245169401310842
764638.57455632755817.42544367244187
773044.703843978225-14.703843978225
784727.465806096686819.5341939033132
793325.0510087468737.94899125312705
802531.1538757106491-6.15387571064914
812539.5294990328182-14.5294990328182
822136.1234666806205-15.1234666806205
833633.26578988052522.73421011947483
845043.18271629206286.81728370793717
854839.3588088792548.64119112074601
864830.253488177897817.7465118221022
872540.5219061335348-15.5219061335348
884841.64848188750726.35151811249281
894934.69509297599414.304907024006
902730.1836863881547-3.18368638815467
912830.0967677433173-2.09676774331727
924330.316332468132512.6836675318675
934840.19137830952297.8086216904771
944831.364072705064216.6359272949358
952545.9924981336161-20.9924981336161
964945.45327150183273.5467284981673
972637.0553285366894-11.0553285366894
985142.01164042355938.98835957644072
992527.9960979307587-2.99609793075874
1002937.5064670741246-8.50646707412458
1012942.2527611638624-13.2527611638624
1024334.17917623941268.82082376058744
1034646.1626339579283-0.162633957928265
1044430.747903461784913.2520965382151
1052536.3060603054146-11.3060603054146
1065138.567379161383412.4326208386166
1074237.54453852946164.4554614705384
1085332.166405717022520.8335942829775
1092534.6731417780003-9.6731417780003
1104932.59462981284816.405370187152
1115136.498650457604814.5013495423952
1122044.0841045910609-24.0841045910609
1134440.83813023546043.16186976453962
1143833.40867293496424.5913270650358
1154632.398996892534413.6010031074656
1164235.10683607384836.8931639261517
1172919.37846443702569.62153556297436
118421.2967246445253-17.2967246445253
119214.666621903141-12.666621903141
120316.4396784459303-13.4396784459303
121319.4273755534065-16.4273755534065
1221350.2730748361739-37.2730748361739
1232229.9084777145267-7.90847771452665
1242925.2316957782223.76830422177804
1253025.48721941300744.51278058699261
1262427.6734778966619-3.67347789666189
1272023.0984776134085-3.09847761340853
1282922.01079194304436.98920805695573
1292623.2087712798552.79122872014495
1302021.500645022831-1.50064502283098
1314018.897635285851821.1023647141482
1322918.10069551452410.899304485476
1333217.431752748597514.5682472514025
1343332.80954827317630.190451726823726
1353221.113473554389510.8865264456105
1363421.03731197209512.962688027905
1372424.016547310793-0.016547310792958
1382523.66114044620441.33885955379561
1394134.50085533378656.49914466621346
1403924.677395547868714.3226044521313
1412123.9763709875974-2.97637098759737
1423826.439802677562511.5601973224375
1432828.7780775037463-0.778077503746348
1443738.7140546792898-1.71405467928981
1454628.911264895722317.0887351042777
1463914.790853548670124.2091464513299
1472138.780305885236-17.780305885236
1483133.753746160025-2.75374616002501
1492528.1176105717317-3.11761057173165
1502913.770996294099415.2290037059006
1513142.0360213842561-11.0360213842561
1524042.4240390559347-2.42403905593473
1534934.570239182449714.4297608175503
1543842.0895052201835-4.08950522018346
1553238.6754747923305-6.67547479233046
1564641.8686588126734.13134118732701
1573232.5133332386866-0.513333238686616
1584147.3196832689716-6.31968326897162
1594340.06517270646652.93482729353352
1604431.077647093877212.9223529061228
161516.7399385020929-11.7399385020929
162326.7186080374193-23.7186080374193
163121.9011043646141-20.9011043646141
164221.3240454814979-19.3240454814979
16559.57740478933114-4.57740478933114
166419.5031923206486-15.5031923206486
167427.321978216279-23.321978216279
16849.37828119328644-5.37828119328644
169319.9414576990592-16.9414576990592
170413.4385706627882-9.43857066278816
171322.4876931676216-19.4876931676216
172317.7183904207536-14.7183904207536
173415.8052158379184-11.8052158379184
174412.9331713735988-8.93317137359878
175218.2126673382932-16.2126673382932
176310.8562759109007-7.85627591090074
177513.9188822022708-8.91888220227084
178212.0159889606893-10.0159889606893
179518.5411390670181-13.5411390670181
180314.396718147705-11.396718147705
18125.36960708630196-3.36960708630196
18236.38005898918652-3.38005898918652
18331.973596555256891.02640344474311
184410.1361983489485-6.13619834894854
185418.9183453140679-14.9183453140679
186317.6287945328651-14.6287945328651
187325.3155455445228-22.3155455445228
188427.4724203861792-23.4724203861792
189418.09587655163-14.09587655163
190324.7491279382184-21.7491279382184
191327.7905759433758-24.7905759433758
19247.41100623324648-3.41100623324648
193523.3665736085699-18.3665736085699
194516.8557878146264-11.8557878146264
195411.915572111654-7.91557211165402


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
90.06721371142636730.1344274228527350.932786288573633
100.03275321015199060.06550642030398110.96724678984801
110.02480131738878260.04960263477756520.975198682611217
120.01079721371462230.02159442742924450.989202786285378
130.003696940048824160.007393880097648330.996303059951176
140.00125073936903780.00250147873807560.998749260630962
150.000448999634291150.00089799926858230.99955100036571
160.0001357265551329320.0002714531102658640.999864273444867
170.0002604367106237470.0005208734212474940.999739563289376
180.000151194804344730.0003023896086894590.999848805195655
190.001096843667874930.002193687335749850.998903156332125
200.0006238798796513470.001247759759302690.999376120120349
210.0003012964824493050.0006025929648986090.99969870351755
220.0001354427345132430.0002708854690264850.999864557265487
235.63708273697442e-050.0001127416547394880.99994362917263
242.28557000142778e-054.57114000285557e-050.999977144299986
251.52932330628172e-053.05864661256344e-050.999984706766937
263.64338020357563e-057.28676040715126e-050.999963566197964
271.79571001928842e-053.59142003857683e-050.999982042899807
289.01006869843972e-061.80201373968794e-050.999990989931302
294.79425746253434e-069.58851492506868e-060.999995205742537
302.48574171451135e-064.9714834290227e-060.999997514258286
311.35879113787931e-062.71758227575862e-060.999998641208862
327.44895022277805e-071.48979004455561e-060.999999255104978
334.17058319103472e-078.34116638206943e-070.999999582941681
341.77808876021986e-073.55617752043973e-070.999999822191124
351.50370896498666e-073.00741792997332e-070.999999849629103
361.95733983287409e-073.91467966574818e-070.999999804266017
371.19836717999224e-072.39673435998448e-070.999999880163282
385.14557242066258e-081.02911448413252e-070.999999948544276
392.71737775985396e-085.43475551970791e-080.999999972826222
401.45296568553963e-082.90593137107926e-080.999999985470343
412.04367517711704e-084.08735035423407e-080.999999979563248
422.81220837939698e-085.62441675879396e-080.999999971877916
432.10222559048526e-084.20445118097051e-080.999999978977744
441.11290202599758e-082.22580405199516e-080.99999998887098
458.30664316587167e-091.66132863317433e-080.999999991693357
466.914092914075e-071.382818582815e-060.999999308590709
474.25345995243362e-078.50691990486723e-070.999999574654005
482.70133547472604e-075.40267094945209e-070.999999729866453
491.33386644511617e-072.66773289023234e-070.999999866613355
506.56522326325853e-081.31304465265171e-070.999999934347767
513.00367398771681e-086.00734797543361e-080.99999996996326
521.58173523240309e-083.16347046480617e-080.999999984182648
537.78054766117728e-091.55610953223546e-080.999999992219452
541.58450885611884e-083.16901771223767e-080.999999984154911
551.77703602262092e-083.55407204524185e-080.99999998222964
561.04752913865117e-082.09505827730234e-080.999999989524709
571.42172503032749e-082.84345006065498e-080.99999998578275
586.70933142702049e-091.3418662854041e-080.999999993290669
597.09423144472389e-091.41884628894478e-080.999999992905769
603.60374708149876e-097.20749416299753e-090.999999996396253
616.28648990382731e-091.25729798076546e-080.99999999371351
625.49367142736086e-081.09873428547217e-070.999999945063286
632.53612134218436e-075.07224268436872e-070.999999746387866
645.89716557741003e-071.17943311548201e-060.999999410283442
656.35911449346476e-071.27182289869295e-060.99999936408855
665.43201449942562e-071.08640289988512e-060.99999945679855
676.87915598153579e-071.37583119630716e-060.999999312084402
681.15881651738289e-062.31763303476577e-060.999998841183483
697.74171759185466e-071.54834351837093e-060.99999922582824
701.88674086463135e-063.77348172926271e-060.999998113259135
711.06535167015015e-062.1307033403003e-060.99999893464833
728.07317299838075e-071.61463459967615e-060.9999991926827
734.51221627025701e-079.02443254051402e-070.999999548778373
744.82529523692141e-079.65059047384282e-070.999999517470476
754.58540313524617e-079.17080627049233e-070.999999541459687
763.02354568271632e-076.04709136543264e-070.999999697645432
773.65491759163354e-077.30983518326707e-070.99999963450824
783.95007724882972e-077.90015449765944e-070.999999604992275
794.15731402250013e-078.31462804500027e-070.999999584268598
809.25968580811202e-071.8519371616224e-060.99999907403142
812.04690410281715e-064.0938082056343e-060.999997953095897
826.58064580461795e-061.31612916092359e-050.999993419354195
834.43950285612772e-068.87900571225544e-060.999995560497144
844.15252537449052e-068.30505074898105e-060.999995847474626
853.63129821268454e-067.26259642536908e-060.999996368701787
864.56078210356307e-069.12156420712615e-060.999995439217896
878.40716417992426e-061.68143283598485e-050.99999159283582
887.15150734065786e-061.43030146813157e-050.99999284849266
898.92039471454802e-061.7840789429096e-050.999991079605285
901.02366186803802e-052.04732373607604e-050.99998976338132
911.03604120976993e-052.07208241953985e-050.999989639587902
928.9622499205936e-061.79244998411872e-050.99999103775008
938.25009810997574e-061.65001962199515e-050.99999174990189
941.22786964859153e-052.45573929718306e-050.999987721303514
952.81423319013909e-055.62846638027818e-050.999971857668099
962.37131179505214e-054.74262359010429e-050.99997628688205
972.9932988455323e-055.98659769106461e-050.999970067011545
983.2653863801272e-056.5307727602544e-050.9999673461362
994.15028715719197e-058.30057431438393e-050.999958497128428
1003.91137076518404e-057.82274153036807e-050.999960886292348
1014.09953813490006e-058.19907626980013e-050.99995900461865
1023.36639360758372e-056.73278721516743e-050.999966336063924
1032.40067102914424e-054.80134205828848e-050.999975993289709
1042.61081031032069e-055.22162062064138e-050.999973891896897
1053.33895978984065e-056.6779195796813e-050.999966610402102
1064.35316166928938e-058.70632333857876e-050.999956468383307
1073.04681687699929e-056.09363375399857e-050.99996953183123
1080.0001043276353394490.0002086552706788990.99989567236466
1090.0001076195404034360.0002152390808068720.999892380459597
1100.0002035125991682830.0004070251983365670.999796487400832
1110.0003693496535133390.0007386993070266790.999630650346487
1120.000914225281968230.001828450563936460.999085774718032
1130.0007569304736153740.001513860947230750.999243069526385
1140.0006729903409333130.001345980681866630.999327009659067
1150.001199288598545990.002398577197091990.998800711401454
1160.001382978558311090.002765957116622190.998617021441689
1170.001530870113788460.003061740227576910.998469129886212
1180.004914987119118290.009829974238236580.995085012880882
1190.01094727201312670.02189454402625340.989052727986873
1200.01801815419036330.03603630838072650.981981845809637
1210.03130838665203350.06261677330406710.968691613347966
1220.1586562194960770.3173124389921540.841343780503923
1230.1492704372621020.2985408745242040.850729562737898
1240.1290272117852260.2580544235704520.870972788214774
1250.1106503271827550.221300654365510.889349672817245
1260.09440415973536750.1888083194707350.905595840264632
1270.08004923806550930.1600984761310190.91995076193449
1280.06788669986100880.1357733997220180.932113300138991
1290.05474359648855080.1094871929771020.94525640351145
1300.04485693602908050.0897138720581610.95514306397092
1310.07662501175818460.1532500235163690.923374988241815
1320.07507208245690080.1501441649138020.9249279175431
1330.09063181008708020.181263620174160.90936818991292
1340.07471402946423780.1494280589284760.925285970535762
1350.0764331605244410.1528663210488820.923566839475559
1360.09691893338041070.1938378667608210.90308106661959
1370.08215698920321060.1643139784064210.91784301079679
1380.06791236858695310.1358247371739060.932087631413047
1390.07233938344450290.1446787668890060.927660616555497
1400.1416198961564430.2832397923128870.858380103843557
1410.1390163554878180.2780327109756360.860983644512182
1420.4857951041848520.9715902083697040.514204895815148
1430.5434353304540460.9131293390919090.456564669545954
1440.6180265167522020.7639469664955960.381973483247798
1450.7325482511515170.5349034976969670.267451748848483
1460.8272322778080640.3455354443838710.172767722191936
1470.8339142253752980.3321715492494050.166085774624702
1480.8053818709372170.3892362581255660.194618129062783
1490.8031041479269770.3937917041460450.196895852073023
1500.9672955978852980.06540880422940470.0327044021147023
1510.9624559661076060.07508806778478890.0375440338923945
1520.9525891245647150.09482175087056970.0474108754352848
1530.9739318467053070.05213630658938540.0260681532946927
1540.967058352964910.06588329407018220.0329416470350911
1550.9637118043775130.07257639124497410.036288195622487
1560.9830883059595690.03382338808086250.0169116940404313
1570.9782423865756870.04351522684862640.0217576134243132
1580.9911270449071460.0177459101857070.00887295509285352
1590.9988892634977880.002221473004424550.00111073650221227
16013.92917506869403e-231.96458753434701e-23
16117.5713629963432e-233.7856814981716e-23
16213.53480096721305e-221.76740048360652e-22
16311.90048674271785e-229.50243371358923e-23
16414.7979147068331e-222.39895735341655e-22
16511.97369744228535e-219.86848721142673e-22
16611.33122940162832e-206.65614700814161e-21
16719.93309456159492e-204.96654728079746e-20
16811.00550669335647e-185.02753346678233e-19
16915.64378661186278e-182.82189330593139e-18
17015.21918766637356e-172.60959383318678e-17
17114.04668000188201e-162.023340000941e-16
1720.9999999999999983.62051334790331e-151.81025667395166e-15
1730.9999999999999872.63125022056261e-141.3156251102813e-14
1740.999999999999882.37978124191467e-131.18989062095734e-13
1750.9999999999995688.64322946759029e-134.32161473379515e-13
1760.9999999999961267.74716567708688e-123.87358283854344e-12
1770.9999999999843053.13895638437187e-111.56947819218593e-11
1780.9999999999501619.96775817252916e-114.98387908626458e-11
1790.9999999999130231.7395449689015e-108.6977248445075e-11
1800.999999998939232.12154161172487e-091.06077080586243e-09
1810.9999999953649449.27011244588052e-094.63505622294026e-09
1820.9999999589255438.21489142068034e-084.10744571034017e-08
1830.9999997544056534.9118869423603e-072.45594347118015e-07
1840.9999960295332327.94093353627038e-063.97046676813519e-06
1850.9999388207274230.0001223585451549416.11792725774705e-05
1860.9995062440010310.0009875119979374890.000493755998968744


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level1340.752808988764045NOK
5% type I error level1410.792134831460674NOK
10% type I error level1500.842696629213483NOK