Multiple Linear Regression - Estimated Regression Equation
Extrinsieke_waarden[t] = + 51.6702289080872 -0.395745066818002leeftijd[t] -0.183028527512322opleiding[t] -0.0163919147761365Neuroticisme[t] + 0.0169086989274354Extraversie[t] -0.619153712609344Openheid[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)51.67022890808726.5666327.868600
leeftijd-0.3957450668180020.057026-6.939700
opleiding-0.1830285275123220.059501-3.07610.0024090.001204
Neuroticisme-0.01639191477613650.081075-0.20220.8399930.419996
Extraversie0.01690869892743540.0816750.2070.8362130.418107
Openheid-0.6191537126093440.051566-12.007100


Multiple Linear Regression - Regression Statistics
Multiple R0.772056943864005
R-squared0.596071924568628
Adjusted R-squared0.585385996647163
F-TEST (value)55.7810167679772
F-TEST (DF numerator)5
F-TEST (DF denominator)189
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation8.61753412815762
Sum Squared Residuals14035.4980510427


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
11818.8019259883771-0.801925988377056
21015.9911597462033-5.9911597462033
32333.6298970545535-10.6298970545535
41418.7678588948077-4.76785889480773
52023.9262088462614-3.92620884626141
61514.54572390357110.454276096428875
7189.815699967517088.18430003248292
81912.54308982757486.45691017242522
91915.32563160943063.67436839056938
101416.2347532676433-2.23475326764332
111516.3391306227979-1.33913062279792
121417.7285238002903-3.72852380029027
131616.2214571706261-0.221457170626098
141315.0033546908312-2.00335469083116
151317.0678228568810-4.06782285688098
161417.7373613539348-3.73736135393479
172331.0369513362787-8.03695133627873
18178.894832564741068.10516743525894
191412.57383326549081.42616673450919
202118.02068575152332.97931424847673
211512.20466580276502.79533419723505
221919.8308998502609-0.830899850260884
232011.40662265149828.59337734850178
241819.6705703603506-1.67057036035061
251315.6125207079462-2.61252070794625
262016.58822662289493.4117733771051
271217.9262603459065-5.92626034590651
281719.9586837531128-2.95868375311282
291325.5056354813939-12.5056354813939
305234.234082434196417.7659175658036
314636.19084167468979.80915832531032
325832.926745334356825.0732546656432
335434.068113192005319.9318868079947
342940.4798713046882-11.4798713046882
355036.74169810819313.258301891807
364336.82994115903456.17005884096547
373031.4088408989620-1.40884089896195
384734.307768053327812.6922319466722
394536.06181385745578.93818614254427
404833.429234206172914.5707657938271
414833.521992910608514.4780070893915
422630.1427620121612-4.14276201216124
434633.487638658827312.5123613411727
44335.9796754878379-32.9796754878379
453-0.01538053930598783.01538053930599
46413.6822192009145-9.68221920091448
4725.7197628956713-3.7197628956713
4821.370830090953120.629169909046876
4930.8156738400391752.18432615996082
5024.91455172230979-2.91455172230979
5145.03863398458822-1.03863398458822
5255.50727174202696-0.507271742026957
5338.19721570131841-5.19721570131841
5449.13252796039819-5.13252796039819
55513.8219406605128-8.82194066051279
5657.26062196626641-2.26062196626641
5730.9711913907165942.02880860928341
5847.66880992076137-3.66880992076137
5933.45231065607589-0.452310656075894
6035.9594177569938-2.9594177569938
6120.4758358812778371.52416411872216
62317.3782943696117-14.3782943696117
63412.7437386882196-8.74373868821962
64413.4585979713591-9.45859797135909
6542.171544117270491.82845588272951
6640.5767809934845663.42321900651543
6731.496760527202981.50323947279702
683-2.601343185273105.6013431852731
6939.772780038826-6.77278003882601
702-3.765799222340275.76579922234027
7136.89116000594672-3.89116000594672
72311.8139072306387-8.8139072306387
7332.04926488660230.9507351133977
74313.3031483914398-10.3031483914398
75512.7536466972975-7.75364669729751
7630.02519541688570512.97480458311429
77510.3936096618548-5.39360966185483
7846.2559484230213-2.25594842302130
7946.98816097820314-2.98816097820314
80411.4903989747347-7.4903989747347
81515.9276165330697-10.9276165330697
82424.8871682212458-20.8871682212458
8357.16634290676526-2.16634290676526
843-1.830307467955674.83030746795567
8534.87317973850349-1.87317973850349
8625.51210863818375-3.51210863818375
87314.6257586715038-11.6257586715038
884-0.2520183975954834.25201839759548
8953.854668357165931.14533164283407
90510.0378246577564-5.03782465775643
91312.3389975666148-9.33899756661483
9222.66691816060563-0.666918160605627
933-2.516127504446235.51612750444623
9442.142335777677841.85766422232216
95110.2293245411558-9.22932454115584
9643.794120333909410.205879666090589
97310.6489738847821-7.64897388478212
983-1.779435671928394.77943567192839
99418.4711818380005-14.4711818380005
10037.67953358786051-4.67953358786051
101415.3379504035163-11.3379504035163
10226.20332274669885-4.20332274669885
10331.018031374124471.98196862587553
10434.4643189336306-1.4643189336306
105314.6408627314380-11.6408627314380
1062-2.82378492246114.8237849224611
10756.39962241430445-1.39962241430445
10852.034011847657292.96598815234271
109412.6031540916678-8.60315409166782
11023.56166666267819-1.56166666267819
1113-0.2758359449294423.27583594492944
112318.660940643002-15.6609406430020
11338.6287936007036-5.6287936007036
11447.94289963663601-3.94289963663601
11550.9742889965205154.02571100347948
11644.26201525734727-0.262015257347274
1172215.74660832741866.25339167258142
1181629.4773687856011-13.4773687856011
1193627.70808071499168.29191928500837
1203527.66254252949747.33745747050262
1212532.8032276691393-7.80322766913934
1222727.7377565717583-0.737756571758339
1233239.7176605639378-7.71766056393782
1243628.51560448039477.48439551960526
1255126.26453229687324.735467703127
1263033.4619034750429-3.4619034750429
1272024.7827617953287-4.78276179532871
1282922.56768576116096.43231423883908
1292624.89595973345661.10404026654335
1302025.9520626433011-5.95206264330109
1314026.824634256057913.1753657439421
1322927.77331504801111.22668495198891
1333225.41884916378946.58115083621057
1343326.16826801459646.83173198540359
1353229.13452367991562.86547632008437
1363426.33320036456127.66679963543884
1372427.583832387369-3.583832387369
1382525.6900538576242-0.690053857624205
1394126.759798992468214.2402010075318
1403930.02487905876028.97512094123978
1412129.2802481334569-8.28024813345693
1423825.867620117534012.1323798824660
1432828.6966078704013-0.696607870401336
1443727.01652832173829.98347167826177
1454612.960054731214133.0399452687859
1463918.284645747128820.7153542528712
1472115.08488967255005.91511032744997
1483116.399920229076714.6000797709233
1492513.738293219165611.2617067808344
150298.0299762391448520.9700237608551
1513111.462035030696919.5379649693031
1521328.0419159658629-15.0419159658629
1531516.2661574009106-1.26615740091061
1541312.50723203808370.492767961916336
1551320.3538530660089-7.35385306600887
1562321.59198501941411.40801498058590
1571816.82198606283411.17801393716593
1582122.4481276054442-1.44812760544419
1591421.1552313637675-7.15523136376752
1601217.5075284190865-5.5075284190865
1611718.8364252752152-1.83642527521522
1621110.80299794153130.197002058468670
1631525.2145549279422-10.2145549279422
1641411.29652053112922.7034794688708
1651925.7472534828519-6.7472534828519
1661218.5742659031445-6.57426590314448
1671416.6987196731255-2.69871967312549
1681819.2202746752643-1.22027467526427
1692525.2518562706378-0.251856270637825
1702230.4205522005948-8.4205522005948
171159.7268734728255.273126527175
1721819.5832303611929-1.58323036119289
1731812.55429871821175.44570128178825
1741218.9033726306047-6.90337263060474
175129.609546148635562.39045385136445
1761618.2248210365886-2.22482103658862
1772213.68497446937468.31502553062536
1781513.45143242884411.54856757115593
1791618.9045719679274-2.90457196792738
1801110.13398104427340.866018955726642
1812011.79773370313018.20226629686994
1821410.36785403016013.63214596983987
1832014.43957324521695.56042675478307
184157.550369665523637.44963033447637
1851217.0759626747280-5.07596267472798
1861823.4142338804761-5.4142338804761
1871811.53063653753676.46936346246327
1881118.4728785812341-7.47287858123412
1891321.6327015628821-8.63270156288208
1901520.4684106306467-5.46841063064672
1911921.9170116277901-2.9170116277901
1921316.4592325221835-3.45923252218351
193197.6216419485631911.3783580514368
1941818.088703787166-0.0887037871659828
1951818.8019259883772-0.801925988377244


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
90.07239473086286680.1447894617257340.927605269137133
100.07628945112818780.1525789022563760.923710548871812
110.03189224811061780.06378449622123560.968107751889382
120.01642364993085310.03284729986170620.983576350069147
130.006389040910829750.01277808182165950.99361095908917
140.004560058230166830.009120116460333670.995439941769833
150.001966874874958360.003933749749916720.998033125125042
160.000695822144429560.001391644288859120.99930417785557
170.0003428454874276210.0006856909748552430.999657154512572
180.0002439546345230160.0004879092690460310.999756045365477
190.0001111606432808300.0002223212865616600.99988883935672
209.03019693515803e-050.0001806039387031610.999909698030648
213.19821097182198e-056.39642194364396e-050.999968017890282
221.19745945306387e-052.39491890612774e-050.99998802540547
238.83423140540362e-061.76684628108072e-050.999991165768595
243.00479589071574e-066.00959178143148e-060.99999699520411
251.14563864693173e-062.29127729386345e-060.999998854361353
264.39428532750162e-078.78857065500325e-070.999999560571467
272.88079486265597e-075.76158972531194e-070.999999711920514
289.4298437677921e-081.88596875355842e-070.999999905701562
292.08316000049346e-074.16632000098692e-070.999999791684
308.92803331469963e-081.78560666293993e-070.999999910719667
314.64100000938749e-089.28200001877498e-080.99999995359
325.7954760689335e-081.1590952137867e-070.99999994204524
333.40784191186697e-086.81568382373394e-080.99999996592158
344.81310594233458e-069.62621188466916e-060.999995186894058
352.81668785757114e-065.63337571514228e-060.999997183312142
365.07145750806358e-050.0001014291501612720.99994928542492
370.01118613238311790.02237226476623580.988813867616882
380.01025261826503600.02050523653007210.989747381734964
390.01247377053195620.02494754106391240.987526229468044
400.01831751560772700.03663503121545390.981682484392273
410.02146478434138820.04292956868277650.978535215658612
420.1470270828403820.2940541656807630.852972917159618
430.1894821981847150.378964396369430.810517801815285
440.860942017292960.2781159654140820.139057982707041
450.9573652613797840.08526947724043250.0426347386202163
460.985966487942970.028067024114060.01403351205703
470.9869740108347230.02605197833055450.0130259891652773
480.9841706898862830.03165862022743440.0158293101137172
490.978854480559030.04229103888193830.0211455194409691
500.9748207122554440.05035857548911130.0251792877445556
510.9679079035878720.06418419282425550.0320920964121277
520.9620974233487590.0758051533024820.037902576651241
530.9555717016951470.08885659660970640.0444282983048532
540.95247688122310.09504623755379840.0475231187768992
550.9488644182875660.1022711634248680.051135581712434
560.936008506455270.1279829870894600.0639914935447301
570.922362010807850.1552759783843000.0776379891921502
580.9098932272089280.1802135455821450.0901067727910724
590.8929417950201750.2141164099596500.107058204979825
600.8733872562938870.2532254874122270.126612743706113
610.8502279476082580.2995441047834850.149772052391742
620.8782492156172460.2435015687655080.121750784382754
630.8705680163718850.2588639672562290.129431983628115
640.8641905420794080.2716189158411850.135809457920592
650.8412507853693170.3174984292613660.158749214630683
660.8172548465974960.3654903068050080.182745153402504
670.7877227569144570.4245544861710870.212277243085543
680.7645378165413980.4709243669172030.235462183458602
690.7454269241294880.5091461517410230.254573075870512
700.718195893063430.563608213873140.28180410693657
710.6899689172709110.6200621654581780.310031082729089
720.6829949337479150.6340101325041690.317005066252085
730.6514088611391170.6971822777217670.348591138860883
740.6501991647307130.6996016705385740.349800835269287
750.6300772396046010.7398455207907970.369922760395399
760.5976414464322310.8047171071355380.402358553567769
770.5803303239113160.8393393521773670.419669676088684
780.5531009209604660.8937981580790690.446899079039534
790.5128091963230870.9743816073538270.487190803676913
800.4891096486177850.978219297235570.510890351382215
810.484120871155780.968241742311560.51587912884422
820.6151971393035280.7696057213929450.384802860696472
830.5746361444058760.8507277111882490.425363855594124
840.5473395846561730.9053208306876530.452660415343827
850.5074009205228620.9851981589542760.492599079477138
860.479780349365520.959560698731040.52021965063448
870.5006193083567430.9987613832865150.499380691643257
880.473245271352910.946490542705820.52675472864709
890.4321207730001340.8642415460002680.567879226999866
900.4024735442187760.8049470884375520.597526455781224
910.3952549368708700.7905098737417410.60474506312913
920.3580874785008090.7161749570016180.641912521499191
930.3253313135015450.650662627003090.674668686498455
940.2892572184455730.5785144368911450.710742781554427
950.3001537159579420.6003074319158830.699846284042058
960.2858677119019710.5717354238039420.714132288098029
970.2968548324181040.5937096648362070.703145167581896
980.270409092061730.540818184123460.72959090793827
990.3066942945723670.6133885891447350.693305705427633
1000.2944673322617940.5889346645235890.705532667738206
1010.3175279748281470.6350559496562940.682472025171853
1020.3007697022996920.6015394045993840.699230297700308
1030.2873746513883200.5747493027766390.71262534861168
1040.2640489719563850.528097943912770.735951028043615
1050.3167673770986380.6335347541972760.683232622901362
1060.2963571143794260.5927142287588530.703642885620574
1070.2861840404890850.572368080978170.713815959510915
1080.2529859137519470.5059718275038930.747014086248053
1090.2977862329007320.5955724658014640.702213767099268
1100.2891185120265950.578237024053190.710881487973405
1110.2769589656416010.5539179312832020.723041034358399
1120.4745970354610390.9491940709220780.525402964538961
1130.5725409776987740.8549180446024520.427459022301226
1140.6453847486804980.7092305026390040.354615251319502
1150.7290392711460880.5419214577078240.270960728853912
1160.9142570162877260.1714859674245480.085742983712274
1170.9499261234662180.1001477530675650.0500738765337825
1180.9732917053206360.05341658935872880.0267082946793644
1190.9905098324632550.01898033507349020.0094901675367451
1200.9935447913117420.01291041737651670.00645520868825833
1210.9927932673126710.01441346537465800.00720673268732901
1220.9921111487465440.01577770250691230.00788885125345614
1230.9911212582968090.01775748340638200.00887874170319099
1240.9929027707260530.01419445854789360.0070972292739468
1250.9998791506428470.0002416987143056610.000120849357152830
1260.9998132141206720.0003735717586558410.000186785879327920
1270.999813832721450.0003723345571002110.000186167278550105
1280.9998410496266830.0003179007466342940.000158950373317147
1290.9997633177850160.0004733644299672460.000236682214983623
1300.9999587937463418.24125073173378e-054.12062536586689e-05
1310.9999801657046823.96685906359102e-051.98342953179551e-05
1320.99996787649836.42470033992808e-053.21235016996404e-05
1330.9999540559998069.18880003874685e-054.59440001937342e-05
1340.9999277177688470.0001445644623059167.22822311529578e-05
1350.999919948287150.0001601034257014628.00517128507312e-05
1360.9999226529513510.0001546940972979197.73470486489596e-05
1370.9999112961398340.0001774077203322468.87038601661228e-05
1380.9998837296280870.0002325407438267680.000116270371913384
1390.999903087271160.0001938254576806169.69127288403079e-05
1400.9999723315941125.53368117752725e-052.76684058876362e-05
1410.999990245425611.95091487794429e-059.75457438972146e-06
1420.9999948075925651.03848148699478e-055.19240743497392e-06
1430.999992064386511.58712269793950e-057.93561348969751e-06
1440.9999899057696482.01884607037678e-051.00942303518839e-05
1450.9999999836050123.27899768223162e-081.63949884111581e-08
1460.9999999992489461.50210778805624e-097.51053894028118e-10
1470.9999999984775093.04498298034612e-091.52249149017306e-09
1480.99999999923821.52360107378778e-097.6180053689389e-10
1490.9999999992838771.43224624477926e-097.16123122389631e-10
1500.999999999121551.75689946393858e-098.78449731969291e-10
1510.999999999305071.38985904424466e-096.94929522122331e-10
1520.9999999997417575.16485347143555e-102.58242673571777e-10
1530.9999999993170021.36599522993272e-096.8299761496636e-10
1540.9999999982980273.40394630649229e-091.70197315324615e-09
1550.9999999962949287.41014420560039e-093.70507210280020e-09
1560.9999999980714263.85714812974830e-091.92857406487415e-09
1570.9999999963684077.26318532274455e-093.63159266137227e-09
1580.9999999934536171.30927665955757e-086.54638329778787e-09
1590.9999999887293252.25413489443101e-081.12706744721550e-08
1600.9999999827933023.44133956909037e-081.72066978454518e-08
1610.9999999582626148.34747718957871e-084.17373859478935e-08
1620.9999999183487731.63302454774757e-078.16512273873784e-08
1630.9999998296999233.40600154753477e-071.70300077376738e-07
1640.9999996784499576.43100086565324e-073.21550043282662e-07
1650.999999169563231.66087353855275e-068.30436769276376e-07
1660.9999986690224222.66195515550043e-061.33097757775022e-06
1670.9999974223877435.15522451391295e-062.57761225695647e-06
1680.999993400895021.31982099609260e-056.59910498046298e-06
1690.99999739928235.20143540045805e-062.60071770022902e-06
1700.9999969072961786.18540764446703e-063.09270382223351e-06
1710.9999917745523171.64508953661313e-058.22544768306563e-06
1720.9999871171655622.57656688756474e-051.28828344378237e-05
1730.999967890384316.42192313814328e-053.21096156907164e-05
1740.9999196310683250.0001607378633503498.03689316751746e-05
1750.9998768012659580.0002463974680838480.000123198734041924
1760.9996719398382450.0006561203235106550.000328060161755328
1770.9996803317793310.0006393364413375920.000319668220668796
1780.9991454286534330.001709142693134760.000854571346567379
1790.9978032142383830.004393571523233110.00219678576161656
1800.997964025266120.004071949467758970.00203597473387949
1810.9955035559168770.00899288816624520.0044964440831226
1820.9886489320215450.02270213595691030.0113510679784551
1830.985588468810450.02882306237910040.0144115311895502
1840.966018923067120.067962153865760.03398107693288
1850.9805321038857660.03893579222846730.0194678961142336
1860.939365304787580.121269390424840.06063469521242


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level800.449438202247191NOK
5% type I error level1000.561797752808989NOK
10% type I error level1090.612359550561798NOK