Multiple Linear Regression - Estimated Regression Equation
Intrinsieke_waarden[t] = -24.8966504105951 + 0.456806170205309geslacht[t] + 0.0318319415995288leeftijd[t] + 0.318881581238336leeftijd_man[t] + 0.183119575587883opleiding[t] -0.135353735016668opleiding_man[t] + 0.567135811953931Neuroticisme[t] + 0.09664060341303Neuroticisme_man[t] + 0.114508410025915Extraversie[t] + 0.267732438537323Extraversie_man[t] -0.0326812144046286Openheid[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)-24.89665041059514.424988-5.626400
geslacht0.4568061702053090.0663426.885600
leeftijd0.03183194159952880.0796830.39950.6900040.345002
leeftijd_man0.3188815812383360.0923323.45370.0006870.000344
opleiding0.1831195755878830.0789292.32010.0214410.010721
opleiding_man-0.1353537350166680.0883-1.53290.127030.063515
Neuroticisme0.5671358119539310.0726477.806700
Neuroticisme_man0.096640603413030.0936351.03210.3033870.151694
Extraversie0.1145084100259150.0875611.30780.1925940.096297
Extraversie_man0.2677324385373230.1009382.65250.0086930.004346
Openheid-0.03268121440462860.073388-0.44530.6566130.328307
Openheid_man0.3051783094773210.0680794.48271.3e-056e-06


Multiple Linear Regression - Regression Statistics
Multiple R0.890589690556144
R-squared0.793149996924889
Adjusted R-squared0.780716390182669
F-TEST (value)63.7908221941469
F-TEST (DF numerator)11
F-TEST (DF denominator)183
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation8.62015225140121
Sum Squared Residuals13598.1855452327


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
14030.79363678577269.20636321422736
24531.437055746049513.5629442539505
33819.986724312439918.0132756875601
42833.0305146423446-5.03051464234461
53938.32933584014950.670664159850525
63739.8904355737311-2.89043557373109
73032.2569408009133-2.25694080091332
82935.4398524337144-6.43985243371439
93922.923190786071516.0768092139285
103537.4672868517959-2.46728685179594
113437.7404406805468-3.74044068054683
123832.4162186766885.58378132331201
132130.6986383675011-9.69863836750114
143529.43288834637665.56711165362338
155214.327021228860637.6729787711394
164657.4710793322765-11.4710793322765
175847.412372702860510.5876272971395
185444.44168406212149.55831593787863
192933.7032742142993-4.70327421429932
204336.63056801714236.36943198285766
214543.91688375562521.08311624437481
224642.8563784960543.14362150394598
232531.5893165154313-6.58931651543126
244739.67614988549017.32385011450992
254140.45377358991710.54622641008292
262934.6584037764682-5.65840377646823
274537.69949157270067.30050842729936
285445.67937306235018.32062693764989
292835.2559259776018-7.25592597760184
303738.8295165851031-1.82951658510309
315643.182630700665812.8173692993342
324327.474275327900815.5257246720992
333431.51328847774412.48671152225594
344241.11039361945610.88960638054387
354638.67255886643017.32744113356994
362529.1650247256869-4.16502472568693
372533.9488329992366-8.94883299923661
382524.15637148958380.843628510416237
394840.43914810072247.56085189927763
402730.5982147565159-3.59821475651589
412838.7505556476681-10.7505556476681
422537.5476513788366-12.5476513788366
432622.65397147409473.34602852590530
445140.862165922387510.1378340776125
452933.7391161628344-4.73911616283443
462928.30105455982320.698945440176777
474335.95444581628697.0455541837131
484437.68911278856306.31088721143696
492535.5111472850445-10.5111472850445
505143.73992711423427.26007288576583
514235.42381403683666.57618596316339
522533.8690116109405-8.86901161094054
535142.40299017608318.59700982391693
544640.96298884545485.03701115454525
552938.3042793950757-9.30427939507572
56331.2085071518208-28.2085071518208
572739.4058303962283-12.4058303962283
582020.5458661261612-0.545866126161166
594027.616091670008312.3839083299917
603327.36254984565815.63745015434195
612421.36031546231012.63968453768987
624128.468936350731212.5310636492688
632825.37504326037112.62495673962891
643727.95039501643269.04960498356739
654626.931598406455619.0684015935444
663940.5743895673292-1.57438956732923
672535.1160904953926-10.1160904953926
68121.2299621625814-20.2299621625814
69126.8200584071965-25.8200584071965
70132.3717235451891-31.3717235451891
714729.603699199278717.3963008007213
725242.18959516723169.81040483276836
732739.1255547727848-12.1255547727848
742725.32501224976821.67498775023181
752534.2390648252485-9.23906482524855
762830.9319082841472-2.93190828414722
772530.725024561518-5.725024561518
785228.933057145689523.0669428543105
794446.169520769564-2.16952076956397
804227.761629730205414.2383702697946
814538.76659469518056.23340530481945
824539.31967438197925.68032561802076
835035.287542117864114.7124578821359
844940.03738145063928.96261854936076
855243.18113885756208.81886114243805
862546.7862884096534-21.7862884096534
87018.5936384590394-18.5936384590394
8800.406880715063275-0.406880715063275
8905.51867240334857-5.51867240334857
9001.35335678549963-1.35335678549963
9105.25700182434596-5.25700182434596
9204.68709091742027-4.68709091742027
9302.45572330527533-2.45572330527533
9402.39159585217416-2.39159585217416
950-0.4814660777800410.481466077780041
96011.9029382805405-11.9029382805405
970-1.413542317906651.41354231790665
9805.15540528016988-5.15540528016988
9906.01981333863269-6.01981333863269
1000-4.343533518557154.34353351855715
10105.94237160123038-5.94237160123038
10200.149371857934798-0.149371857934798
10306.80220950107236-6.80220950107236
10406.29772974432684-6.29772974432684
10505.65396348052783-5.65396348052783
1060-1.364815053904741.36481505390474
1073-7.1872069744826510.1872069744827
10833.1802662966728-0.180266296672801
10920.8754534239235081.12454657607649
1102-0.07525647173365882.07525647173366
11140.04839903122494433.95160096877506
11259.1865504788181-4.18655047881809
11330.5680210356863822.43197896431362
11454.300110989983790.699889010016215
11533.47249956504615-0.472499565046153
11646.23064736195614-2.23064736195614
1173-3.113228363570316.11322836357031
11835.53571664827052-2.53571664827052
11933.51608485755938-0.516084857559375
12044.5660333031011-0.566033303101097
12143.297235260317640.702764739682362
12245.53394020983908-1.53394020983908
12334.66957944265322-1.66957944265322
12433.14217475433211-0.142174754332110
12534.87884507651419-1.87884507651419
12651.688901038896283.31109896110372
12755.11168251447321-0.111682514473212
12848.40772233288463-4.40772233288463
12949.83630537611625-5.83630537611625
13049.37159867186852-5.37159867186852
13156.98526958801426-1.98526958801426
13233.19554620666392-0.195546206663925
13332.708176607705590.291823392294410
13428.32172030936433-6.32172030936433
13550.2896447005184764.71035529948152
13625.42581596480556-3.42581596480556
13735.99830328195858-2.99830328195858
13845.52652709164253-1.52652709164253
13941.368103622326232.63189637767377
14043.917075577740600.0829244222593952
14138.99189491077936-5.99189491077936
14257.08647627881006-2.08647627881006
14326.16977155484524-4.16977155484524
14433.17941319474193-0.179413194741927
1453-3.702157287690686.70215728769068
14646.37798244354825-2.37798244354825
14745.7640128495289-1.76401284952890
14843.483762373581090.516237626418909
14920.03947221205769911.9605277879423
15031.419272094259421.58072790574058
1513-1.200508464266184.20050846426618
15231.309473093832161.69052690616784
15336.09248968568503-3.09248968568503
15430.9515661649327122.04843383506729
15532.511530017542070.48846998245793
15643.038923870626410.961076129373592
15746.56092523604318-2.56092523604318
15844.58334999282383-0.583349992823831
15945.1397210743365-1.1397210743365
16038.62129144865626-5.62129144865626
16130.7320053455587612.26799465444124
16252.952228477917752.04777152208225
16338.24336821575895-5.24336821575895
16435.17565630770856-2.17565630770856
16535.00762979573496-2.00762979573496
16641.853360402988432.14663959701157
1674-7.023191517248711.0231915172487
16834.00677340771636-1.00677340771636
16934.12475678834978-1.12475678834978
17045.02088313868326-1.02088313868326
17143.388961110425170.611038889574834
17244.34108699580148-0.341086995801476
17330.896835969993162.10316403000684
17432.941225874712220.0587741252877774
1753-0.9231309488253643.92313094882536
17631.951041226015551.04895877398445
1775-2.081350801413997.08135080141399
17833.24164880550645-0.241648805506448
17945.86718464795906-1.86718464795906
1804-2.153905278805476.15390527880547
18126.42419318666336-4.42419318666336
18231.154788368623401.84521163137660
18334.29512973614624-1.29512973614624
18449.9061909167957-5.90619091679569
18541.763663647492702.23633635250730
18632.084188693992210.915811306007786
18738.44244547326483-5.44244547326483
18843.618932710883210.381067289116789
18943.060108493492260.93989150650774
1903-1.393571926115494.39357192611549
19132.914861644130920.0851383558690758
1924-3.130495466560447.13049546656044
19355.50321367004779-0.503213670047788
194515.7379695514650-10.7379695514650
195426.73659702224-22.73659702224


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
150.7260228495784120.5479543008431750.273977150421588
160.5865021759789910.8269956480420180.413497824021009
170.4483585959271430.8967171918542850.551641404072857
180.3279286619883630.6558573239767260.672071338011637
190.2227837425665170.4455674851330340.777216257433483
200.1453570473314190.2907140946628380.854642952668581
210.08992492210249420.1798498442049880.910075077897506
220.05394651538434730.1078930307686950.946053484615653
230.03071975505699600.06143951011399210.969280244943004
240.01785721841822210.03571443683644420.982142781581778
250.00961659768418750.0192331953683750.990383402315812
260.005037551227187850.01007510245437570.994962448772812
270.002623013370360260.005246026740720530.99737698662964
280.001481285987564590.002962571975129170.998518714012435
290.0007019111249576440.001403822249915290.999298088875042
300.0003454334271684850.000690866854336970.999654566572831
310.00021789394282570.00043578788565140.999782106057174
320.0001111967669430280.0002223935338860550.999888803233057
335.38781460423764e-050.0001077562920847530.999946121853958
343.35881149093968e-056.71762298187937e-050.99996641188509
351.77708100972846e-053.55416201945692e-050.999982229189903
368.92005580104038e-061.78401116020808e-050.9999910799442
374.30002820651524e-068.60005641303049e-060.999995699971793
381.87643309057237e-063.75286618114475e-060.99999812356691
399.75207805957436e-071.95041561191487e-060.999999024792194
403.90226247271059e-077.80452494542119e-070.999999609773753
412.51238558385365e-075.02477116770731e-070.999999748761442
421.04002302771598e-072.08004605543197e-070.999999895997697
435.96951212467888e-081.19390242493578e-070.999999940304879
443.58909148641954e-087.17818297283908e-080.999999964109085
451.478678391191e-082.957356782382e-080.999999985213216
465.60867652294127e-091.12173530458825e-080.999999994391323
473.1258452237175e-096.251690447435e-090.999999996874155
481.77995168098964e-093.55990336197928e-090.999999998220048
496.9145046767396e-101.38290093534792e-090.99999999930855
505.30693739602464e-101.06138747920493e-090.999999999469306
514.95843526817165e-109.9168705363433e-100.999999999504157
522.10804087657194e-104.21608175314388e-100.999999999789196
537.87832038312808e-101.57566407662562e-090.999999999212168
546.4853906362962e-091.29707812725924e-080.99999999351461
559.69230749034174e-091.93846149806835e-080.999999990307692
565.1143821791711e-050.0001022876435834220.999948856178208
570.0005321482319345750.001064296463869150.999467851768065
580.0003640229124301790.0007280458248603580.99963597708757
590.004962578447781210.009925156895562420.995037421552219
600.003733242906124210.007466485812248430.996266757093876
610.004332316279090760.008664632558181520.99566768372091
620.01208152998582360.02416305997164720.987918470014176
630.01866453804803430.03732907609606870.981335461951966
640.01518884759583700.03037769519167390.984811152404163
650.03475957461267490.06951914922534980.965240425387325
660.6446274329175420.7107451341649160.355372567082458
670.8279599759491980.3440800481016030.172040024050802
680.995498806324550.009002387350901750.00450119367545087
690.9999995079695139.8406097467456e-074.9203048733728e-07
7011.75266381181876e-158.7633190590938e-16
7112.41501192897529e-191.20750596448765e-19
7211.31156119108310e-226.55780595541548e-23
7314.26047181738403e-262.13023590869201e-26
7411.16521809713759e-255.82609048568796e-26
7518.98331190888704e-264.49165595444352e-26
7611.19475099814744e-255.97375499073722e-26
7712.20036477666766e-271.10018238833383e-27
7815.21148960204894e-352.60574480102447e-35
7915.01729086429533e-362.50864543214767e-36
8013.32773286230554e-361.66386643115277e-36
8112.60227300593062e-371.30113650296531e-37
8212.61395175304279e-371.30697587652140e-37
8313.63126769916008e-411.81563384958004e-41
8412.84601866934800e-451.42300933467400e-45
8512.49046336878845e-781.24523168439423e-78
8612.19569407871288e-781.09784703935644e-78
8711.72976671580459e-838.64883357902294e-84
8811.41434594042342e-827.0717297021171e-83
8911.51755672465563e-817.58778362327814e-82
9011.69986073335995e-808.49930366679975e-81
9112.15905800105628e-791.07952900052814e-79
9211.25468568967617e-786.27342844838083e-79
9311.73454075378966e-778.67270376894828e-78
9412.10406774039786e-761.05203387019893e-76
9511.61649458817140e-758.08247294085699e-76
9611.97646728004629e-749.88233640023144e-75
9712.36542352007081e-731.18271176003541e-73
9813.18223477861644e-721.59111738930822e-72
9911.79087920402013e-718.95439602010063e-72
10011.94125578219306e-709.70627891096532e-71
10113.83878111263253e-701.91939055631627e-70
10215.71341880132168e-702.85670940066084e-70
10316.86751301840809e-693.43375650920405e-69
10418.6752745267291e-684.33763726336455e-68
10511.10627778300253e-665.53138891501267e-67
10611.37616289168879e-656.88081445844395e-66
10718.93188057097138e-654.46594028548569e-65
10814.99181380072563e-642.49590690036282e-64
10911.48075370128362e-637.40376850641812e-64
11014.50330024823416e-632.25165012411708e-63
11115.12525248701876e-622.56262624350938e-62
11217.4459860524187e-623.72299302620935e-62
11318.1772074277939e-614.08860371389695e-61
11413.35826688998412e-601.67913344499206e-60
11513.56328773196142e-591.78164386598071e-59
11613.43126549698685e-581.71563274849342e-58
11713.60393788572785e-571.80196894286393e-57
11813.83105609837442e-561.91552804918721e-56
11913.80001257458069e-551.90000628729035e-55
12014.34957321334726e-542.17478660667363e-54
12114.37287574767176e-532.18643787383588e-53
12213.84728910153567e-521.92364455076784e-52
12314.11387141142132e-512.05693570571066e-51
12414.26033009014125e-502.13016504507062e-50
12513.76094943254647e-491.88047471627323e-49
12611.25928982296388e-486.2964491148194e-49
12713.62134832210156e-481.81067416105078e-48
12813.04148487575771e-471.52074243787885e-47
12912.53149867144649e-461.26574933572325e-46
13012.35081473931622e-451.17540736965811e-45
13113.69215345068567e-451.84607672534284e-45
13214.1192216577937e-442.05961082889685e-44
13314.3637845752335e-432.18189228761675e-43
13411.50277493017161e-427.51387465085804e-43
13513.47862137457059e-421.73931068728530e-42
13618.64212623953184e-424.32106311976592e-42
13718.67672746054363e-414.33836373027181e-41
13818.85315146480307e-404.42657573240153e-40
13918.59778997447567e-394.29889498723784e-39
14018.21588729971402e-384.10794364985701e-38
14118.15168636954464e-374.07584318477232e-37
14211.67428932473831e-368.37144662369157e-37
14312.09138467186452e-361.04569233593226e-36
14412.23460731429790e-351.11730365714895e-35
14512.12190401115087e-341.06095200557543e-34
14612.36483068396898e-331.18241534198449e-33
14712.10185601813744e-321.05092800906872e-32
14812.03719627982232e-311.01859813991116e-31
14914.50919079680292e-312.25459539840146e-31
15014.84096202912991e-302.42048101456496e-30
15113.80080197658476e-291.90040098829238e-29
15213.63353321065011e-281.81676660532506e-28
15313.78864658892408e-271.89432329446204e-27
15412.26706698664797e-261.13353349332399e-26
15512.62724353429186e-251.31362176714593e-25
15612.40116182938443e-241.20058091469221e-24
15711.96452098714571e-239.82260493572855e-24
15811.72628350504968e-228.63141752524842e-23
15911.42553112085323e-217.12765560426616e-22
16011.56696689193834e-207.8348344596917e-21
16111.73786362259842e-198.6893181129921e-20
16212.59062256866739e-191.29531128433370e-19
16312.90734916838291e-181.45367458419145e-18
16412.04232115687496e-171.02116057843748e-17
16511.75300264226723e-168.76501321133617e-17
16612.07332466429810e-151.03666233214905e-15
1670.999999999999992.13026496974066e-141.06513248487033e-14
1680.9999999999999461.08856315509955e-135.44281577549774e-14
1690.999999999999411.17858597814816e-125.89292989074081e-13
1700.9999999999951669.66847469413014e-124.83423734706507e-12
1710.9999999999527869.44283310520995e-114.72141655260497e-11
1720.9999999995391639.2167412350288e-104.6083706175144e-10
1730.9999999963180787.36384364301155e-093.68192182150578e-09
1740.999999967263786.5472439509585e-083.27362197547925e-08
1750.9999996928741936.14251614105645e-073.07125807052823e-07
1760.9999980001720543.99965589189037e-061.99982794594518e-06
1770.9999882329150362.35341699279647e-051.17670849639824e-05
1780.9998983347074260.0002033305851476950.000101665292573848
1790.9991721478236190.001655704352762190.000827852176381096
1800.9941237359700310.01175252805993710.00587626402996855


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