Multiple Linear Regression - Estimated Regression Equation
Intrinsieke_waarden[t] = -24.8966504105950 + 0.456806170205304geslacht[t] + 0.0318319415995283leeftijd[t] + 0.318881581238335leeftijd_man[t] + 0.183119575587883opleiding[t] -0.135353735016668opleiding_man[t] + 0.567135811953931Neuroticisme[t] + 0.0966406034130302Neuroticisme_man[t] + 0.114508410025917Extraversie[t] + 0.267732438537325Extraversie_man[t] -0.0326812144046273Openheid[t] + 0.305178309477321Openheid_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)-24.89665041059504.424988-5.626400
geslacht0.4568061702053040.0663426.885600
leeftijd0.03183194159952830.0796830.39950.6900040.345002
leeftijd_man0.3188815812383350.0923323.45370.0006870.000344
opleiding0.1831195755878830.0789292.32010.0214410.010721
opleiding_man-0.1353537350166680.0883-1.53290.127030.063515
Neuroticisme0.5671358119539310.0726477.806700
Neuroticisme_man0.09664060341303020.0936351.03210.3033870.151694
Extraversie0.1145084100259170.0875611.30780.1925940.096297
Extraversie_man0.2677324385373250.1009382.65250.0086930.004346
Openheid-0.03268121440462730.073388-0.44530.6566130.328307
Openheid_man0.3051783094773210.0680794.48271.3e-056e-06


Multiple Linear Regression - Regression Statistics
Multiple R0.890589690556144
R-squared0.793149996924888
Adjusted R-squared0.780716390182669
F-TEST (value)63.7908221941467
F-TEST (DF numerator)11
F-TEST (DF denominator)183
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation8.62015225140122
Sum Squared Residuals13598.1855452328


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
14030.79363678577209.20636321422803
24531.43705574604913.5629442539510
33819.986724312440018.0132756875600
42833.0305146423447-5.03051464234472
53938.32933584014960.670664159850432
63739.8904355737312-2.89043557373119
73032.2569408009132-2.25694080091324
82935.4398524337145-6.43985243371447
93922.923190786071516.0768092139285
103537.4672868517960-2.46728685179604
113437.7404406805469-3.74044068054692
123832.41621867668815.58378132331195
132130.6986383675012-9.69863836750121
143529.43288834637675.56711165362329
155214.327021228860637.6729787711394
164657.4710793322765-11.4710793322765
175847.412372702860510.5876272971395
185444.44168406212149.5583159378786
192933.7032742142993-4.70327421429934
204336.63056801714236.36943198285766
214543.91688375562521.08311624437480
224642.85637849605413.14362150394595
232531.5893165154313-6.58931651543127
244739.67614988549017.32385011450989
254140.45377358991710.546226410082895
262934.6584037764682-5.65840377646822
274537.69949157270077.30050842729935
285445.67937306235018.32062693764987
292835.2559259776019-7.25592597760186
303738.8295165851031-1.8295165851031
315643.182630700665812.8173692993342
324327.474275327900715.5257246720993
333431.51328847774412.48671152225593
344241.11039361945620.889606380543839
354638.67255886643017.32744113356993
362529.1650247256869-4.16502472568689
372533.9488329992366-8.9488329992366
382524.15637148958380.84362851041622
394840.43914810072247.56085189927762
402730.5982147565159-3.59821475651589
412838.7505556476681-10.7505556476681
422537.5476513788366-12.5476513788366
432622.65397147409473.34602852590534
445140.862165922387510.1378340776125
452933.7391161628344-4.73911616283444
462928.30105455982320.698945440176799
474335.95444581628697.0455541837131
484437.68911278856316.31088721143695
492535.5111472850444-10.5111472850444
505143.73992711423427.26007288576583
514235.42381403683666.57618596316338
522533.8690116109406-8.86901161094056
535142.40299017608318.59700982391692
544640.96298884545485.03701115454523
552938.3042793950757-9.30427939507573
56331.2085071518208-28.2085071518208
572739.4058303962283-12.4058303962283
582020.5458661261612-0.545866126161208
594027.616091670008312.3839083299917
603327.3625498456585.63745015434198
612421.36031546231012.63968453768991
624128.468936350731112.5310636492689
632825.37504326037112.62495673962891
643727.95039501643259.04960498356747
654626.931598406455619.0684015935444
663940.5743895673292-1.57438956732918
672535.1160904953926-10.1160904953926
68121.2299621625815-20.2299621625815
69126.8200584071965-25.8200584071965
70132.3717235451892-31.3717235451892
714729.603699199278617.3963008007214
725242.18959516723169.81040483276838
732739.1255547727848-12.1255547727848
742725.32501224976821.67498775023183
752534.2390648252486-9.23906482524856
762830.9319082841473-2.93190828414725
772530.725024561518-5.72502456151800
785228.933057145689523.0669428543105
794446.169520769564-2.16952076956396
804227.761629730205314.2383702697947
814538.76659469518056.23340530481945
824539.31967438197925.68032561802077
835035.287542117864114.7124578821359
844940.03738145063928.96261854936078
855243.18113885756198.81886114243807
862546.7862884096534-21.7862884096534
87018.5936384590394-18.5936384590394
8800.406880715063305-0.406880715063305
8905.51867240334858-5.51867240334858
9001.35335678549965-1.35335678549965
9105.25700182434596-5.25700182434596
9204.68709091742028-4.68709091742028
9302.45572330527534-2.45572330527534
9402.39159585217417-2.39159585217417
950-0.4814660777800530.481466077780053
96011.9029382805405-11.9029382805405
970-1.413542317906641.41354231790664
9805.15540528016989-5.15540528016989
9906.0198133386327-6.0198133386327
1000-4.343533518557154.34353351855715
10105.9423716012304-5.9423716012304
10200.149371857934789-0.149371857934789
10306.80220950107238-6.80220950107238
10406.29772974432683-6.29772974432683
10505.65396348052784-5.65396348052784
1060-1.364815053904761.36481505390476
1073-7.1872069744826710.1872069744827
10833.18026629667281-0.180266296672810
10920.8754534239235331.12454657607647
1102-0.07525647173364642.07525647173365
11140.04839903122493893.95160096877506
11259.1865504788181-4.18655047881811
11330.5680210356863852.43197896431361
11454.300110989983770.699889010016229
11533.47249956504620-0.472499565046196
11646.23064736195612-2.23064736195612
1173-3.113228363570316.11322836357031
11835.53571664827053-2.53571664827053
11933.51608485755936-0.516084857559356
12044.56603330310107-0.566033303101073
12143.297235260317650.702764739682347
12245.53394020983907-1.53394020983907
12334.66957944265324-1.66957944265324
12433.14217475433213-0.142174754332125
12534.87884507651419-1.87884507651419
12651.688901038896273.31109896110373
12755.11168251447323-0.111682514473229
12848.40772233288465-4.40772233288465
12949.83630537611623-5.83630537611623
13049.3715986718685-5.37159867186849
13156.98526958801426-1.98526958801426
13233.19554620666393-0.195546206663933
13332.708176607705590.291823392294406
13428.32172030936436-6.32172030936435
13550.2896447005184884.71035529948151
13625.42581596480555-3.42581596480555
13735.99830328195859-2.99830328195859
13845.52652709164253-1.52652709164253
13941.368103622326232.63189637767377
14043.917075577740560.0829244222594392
14138.99189491077935-5.99189491077935
14257.08647627881007-2.08647627881007
14326.16977155484524-4.16977155484524
14433.17941319474191-0.179413194741914
1453-3.702157287690676.70215728769067
14646.37798244354826-2.37798244354826
14745.7640128495289-1.76401284952891
14843.483762373581100.516237626418895
14920.03947221205772291.96052778794228
15031.419272094259421.58072790574058
1513-1.200508464266174.20050846426617
15231.309473093832151.69052690616785
15336.09248968568503-3.09248968568503
15430.9515661649327152.04843383506729
15532.511530017542050.488469982457953
15643.038923870626410.961076129373588
15746.56092523604318-2.56092523604318
15844.58334999282386-0.583349992823856
15945.13972107433651-1.13972107433651
16038.62129144865624-5.62129144865624
16130.7320053455587892.26799465444121
16252.952228477917782.04777152208222
16338.24336821575896-5.24336821575896
16435.17565630770856-2.17565630770856
16535.00762979573495-2.00762979573495
16641.853360402988432.14663959701157
1674-7.023191517248711.0231915172487
16834.00677340771638-1.00677340771638
16934.1247567883498-1.12475678834980
17045.02088313868329-1.02088313868329
17143.388961110425170.611038889574834
17244.34108699580148-0.341086995801475
17330.8968359699931432.10316403000686
17432.941225874712240.0587741252877589
1753-0.923130948825363.92313094882536
17631.951041226015531.04895877398447
1775-2.081350801413997.08135080141399
17833.24164880550647-0.241648805506475
17945.86718464795905-1.86718464795905
1804-2.153905278805466.15390527880546
18126.42419318666336-4.42419318666336
18231.154788368623401.8452116313766
18334.29512973614627-1.29512973614627
18449.9061909167957-5.90619091679569
18541.763663647492672.23633635250733
18632.084188693992210.915811306007787
18738.44244547326481-5.44244547326481
18843.618932710883170.381067289116828
18943.060108493492270.939891506507734
1903-1.393571926115494.39357192611549
19132.914861644130960.0851383558690433
1924-3.130495466560437.13049546656043
19355.50321367004777-0.503213670047772
194515.7379695514650-10.7379695514650
195426.73659702224-22.73659702224


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
150.7260228495784110.5479543008431780.273977150421589
160.5865021759789910.8269956480420180.413497824021009
170.4483585959271450.896717191854290.551641404072855
180.3279286619883620.6558573239767240.672071338011638
190.2227837425665190.4455674851330380.777216257433481
200.1453570473314200.2907140946628410.85464295266858
210.08992492210249450.1798498442049890.910075077897506
220.05394651538434640.1078930307686930.946053484615654
230.03071975505699580.06143951011399150.969280244943004
240.01785721841822200.03571443683644410.982142781581778
250.009616597684187320.01923319536837460.990383402315813
260.005037551227187850.01007510245437570.994962448772812
270.002623013370360250.00524602674072050.99737698662964
280.001481285987564670.002962571975129340.998518714012435
290.0007019111249576180.001403822249915240.999298088875042
300.0003454334271685120.0006908668543370250.999654566572831
310.0002178939428256840.0004357878856513680.999782106057174
320.0001111967669430270.0002223935338860540.999888803233057
335.38781460423723e-050.0001077562920847450.999946121853958
343.35881149093987e-056.71762298187974e-050.99996641188509
351.77708100972868e-053.55416201945736e-050.999982229189903
368.92005580103997e-061.78401116020799e-050.999991079944199
374.30002820651557e-068.60005641303114e-060.999995699971793
381.87643309057254e-063.75286618114508e-060.99999812356691
399.7520780595726e-071.95041561191452e-060.999999024792194
403.9022624727108e-077.8045249454216e-070.999999609773753
412.51238558385337e-075.02477116770674e-070.999999748761442
421.04002302771591e-072.08004605543181e-070.999999895997697
435.9695121246782e-081.19390242493564e-070.999999940304879
443.58909148641945e-087.1781829728389e-080.999999964109085
451.47867839119145e-082.95735678238291e-080.999999985213216
465.608676522942e-091.1217353045884e-080.999999994391323
473.12584522371815e-096.2516904474363e-090.999999996874155
481.77995168098924e-093.55990336197848e-090.999999998220048
496.91450467674064e-101.38290093534813e-090.99999999930855
505.30693739602393e-101.06138747920479e-090.999999999469306
514.95843526817186e-109.91687053634373e-100.999999999504156
522.10804087657222e-104.21608175314444e-100.999999999789196
537.87832038312907e-101.57566407662581e-090.999999999212168
546.48539063629822e-091.29707812725964e-080.99999999351461
559.69230749034394e-091.93846149806879e-080.999999990307692
565.11438217917104e-050.0001022876435834210.999948856178208
570.0005321482319345840.001064296463869170.999467851768065
580.0003640229124301950.000728045824860390.99963597708757
590.004962578447781680.009925156895563350.995037421552218
600.003733242906124220.007466485812248440.996266757093876
610.004332316279090960.008664632558181920.99566768372091
620.01208152998582360.02416305997164730.987918470014176
630.01866453804803450.0373290760960690.981335461951966
640.01518884759583700.03037769519167400.984811152404163
650.03475957461267150.0695191492253430.965240425387328
660.6446274329175450.7107451341649090.355372567082455
670.8279599759492070.3440800481015850.172040024050793
680.995498806324550.009002387350901590.00450119367545079
690.9999995079695139.84060974674766e-074.92030487337383e-07
7011.75266381181848e-158.76331905909242e-16
7112.41501192897529e-191.20750596448765e-19
7211.31156119108330e-226.55780595541648e-23
7314.26047181738420e-262.13023590869210e-26
7411.16521809713750e-255.82609048568748e-26
7518.9833119088852e-264.4916559544426e-26
7611.19475099814726e-255.97375499073629e-26
7712.20036477666735e-271.10018238833368e-27
7815.21148960204935e-352.60574480102467e-35
7915.01729086429437e-362.50864543214719e-36
8013.32773286230618e-361.66386643115309e-36
8112.60227300593048e-371.30113650296524e-37
8212.61395175304350e-371.30697587652175e-37
8313.63126769915888e-411.81563384957944e-41
8412.84601866934973e-451.42300933467487e-45
8512.49046336878838e-781.24523168439419e-78
8612.19569407871294e-781.09784703935647e-78
8711.72976671580449e-838.64883357902245e-84
8811.41434594042334e-827.0717297021167e-83
8911.51755672465563e-817.58778362327814e-82
9011.69986073336014e-808.4993036668007e-81
9112.15905800105628e-791.07952900052814e-79
9211.25468568967617e-786.27342844838083e-79
9311.73454075378975e-778.67270376894877e-78
9412.10406774039786e-761.05203387019893e-76
9511.61649458817144e-758.08247294085722e-76
9611.97646728004634e-749.88233640023172e-75
9712.36542352007095e-731.18271176003547e-73
9813.18223477861625e-721.59111738930813e-72
9911.79087920402007e-718.95439602010037e-72
10011.94125578219323e-709.70627891096615e-71
10113.83878111263210e-701.91939055631605e-70
10215.71341880132168e-702.85670940066084e-70
10316.86751301840809e-693.43375650920405e-69
10418.67527452672934e-684.33763726336467e-68
10511.10627778300260e-665.53138891501298e-67
10611.37616289168856e-656.88081445844278e-66
10718.93188057097164e-654.46594028548582e-65
10814.99181380072592e-642.49590690036296e-64
10911.48075370128354e-637.4037685064177e-64
11014.50330024823391e-632.25165012411695e-63
11115.12525248701847e-622.56262624350924e-62
11217.44598605241934e-623.72299302620967e-62
11318.17720742779436e-614.08860371389718e-61
11413.35826688998422e-601.67913344499211e-60
11513.56328773196152e-591.78164386598076e-59
11613.43126549698685e-581.71563274849342e-58
11713.6039378857279e-571.80196894286395e-57
11813.83105609837453e-561.91552804918726e-56
11913.80001257458069e-551.90000628729035e-55
12014.34957321334738e-542.17478660667369e-54
12114.37287574767189e-532.18643787383594e-53
12213.84728910153595e-521.92364455076797e-52
12314.11387141142108e-512.05693570571054e-51
12414.26033009014125e-502.13016504507062e-50
12513.76094943254631e-491.88047471627315e-49
12611.25928982296381e-486.29644911481904e-49
12713.6213483221012e-481.8106741610506e-48
12813.04148487575758e-471.52074243787879e-47
12912.53149867144638e-461.26574933572319e-46
13012.35081473931609e-451.17540736965804e-45
13113.69215345068546e-451.84607672534273e-45
13214.11922165779359e-442.05961082889679e-44
13314.36378457523325e-432.18189228761663e-43
13411.50277493017172e-427.51387465085858e-43
13513.47862137457045e-421.73931068728522e-42
13618.64212623953196e-424.32106311976598e-42
13718.67672746054375e-414.33836373027188e-41
13818.85315146480257e-404.42657573240128e-40
13918.59778997447555e-394.29889498723778e-39
14018.21588729971402e-384.10794364985701e-38
14118.15168636954534e-374.07584318477267e-37
14211.67428932473843e-368.37144662369216e-37
14312.09138467186446e-361.04569233593223e-36
14412.23460731429781e-351.11730365714890e-35
14512.12190401115084e-341.06095200557542e-34
14612.36483068396902e-331.18241534198451e-33
14712.10185601813747e-321.05092800906873e-32
14812.03719627982217e-311.01859813991109e-31
14914.50919079680286e-312.25459539840143e-31
15014.84096202912957e-302.42048101456478e-30
15113.80080197658487e-291.90040098829244e-29
15213.63353321065016e-281.81676660532508e-28
15313.78864658892413e-271.89432329446207e-27
15412.26706698664794e-261.13353349332397e-26
15512.62724353429181e-251.31362176714590e-25
15612.40116182938439e-241.20058091469220e-24
15711.96452098714578e-239.8226049357289e-24
15811.72628350504972e-228.6314175252486e-23
15911.42553112085325e-217.12765560426626e-22
16011.56696689193833e-207.83483445969164e-21
16111.73786362259832e-198.68931811299161e-20
16212.59062256866741e-191.29531128433371e-19
16312.90734916838291e-181.45367458419145e-18
16412.042321156875e-171.0211605784375e-17
16511.75300264226726e-168.7650132113363e-17
1660.9999999999999992.07332466429811e-151.03666233214905e-15
1670.999999999999992.13026496974066e-141.06513248487033e-14
1680.9999999999999461.08856315509954e-135.4428157754977e-14
1690.999999999999411.17858597814817e-125.89292989074085e-13
1700.9999999999951669.66847469413007e-124.83423734706504e-12
1710.9999999999527869.44283310520991e-114.72141655260496e-11
1720.9999999995391639.2167412350288e-104.6083706175144e-10
1730.9999999963180787.3638436430116e-093.6819218215058e-09
1740.999999967263786.54724395095859e-083.27362197547929e-08
1750.9999996928741936.14251614105641e-073.07125807052820e-07
1760.9999980001720543.99965589189032e-061.99982794594516e-06
1770.9999882329150362.35341699279646e-051.17670849639823e-05
1780.9998983347074260.0002033305851476950.000101665292573848
1790.9991721478236190.001655704352762190.000827852176381093
1800.9941237359700310.01175252805993710.00587626402996856


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level1470.885542168674699NOK
5% type I error level1540.927710843373494NOK
10% type I error level1560.939759036144578NOK