Multiple Linear Regression - Estimated Regression Equation
autonomie[t] = + 2.2728003993154 -0.196918142714503Month[t] + 0.386615956447262Depressie[t] -0.0589369962876584belasting[t] + 0.286394687700643conformistisch[t] + 0.66471758902352agressief[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)2.27280039931544.5185730.5030.6157090.307854
Month-0.1969181427145030.449077-0.43850.6616580.330829
Depressie0.3866159564472620.0957484.03788.6e-054.3e-05
belasting-0.05893699628765840.119887-0.49160.6237160.311858
conformistisch0.2863946877006430.1248992.2930.0232370.011618
agressief0.664717589023520.1999143.3250.0011120.000556


Multiple Linear Regression - Regression Statistics
Multiple R0.654678518801336
R-squared0.428603962979911
Adjusted R-squared0.409557428412574
F-TEST (value)22.502989268974
F-TEST (DF numerator)5
F-TEST (DF denominator)150
p-value1.11022302462516e-16
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation2.65993428148443
Sum Squared Residuals1061.28755727242


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
11410.47764730413873.52235269586135
2811.4794035220261-3.47940352202609
31211.57471534093780.425284659062193
4712.0345374122119-5.03453741221194
51010.2512562263056-0.251256226305593
679.8635736562784-2.8635736562784
71616.006440600654-0.00644060065399557
8119.082048688259491.91795131174051
91410.92426963184023.07573036815976
1069.63611320347868-3.63611320347868
111612.45645881631663.5435411836834
121111.4711104669017-0.471110466901702
131612.12539901225423.87460098774575
14128.477337470490293.5226625295097
15711.639631162027-4.63963116202703
16139.855280601154023.14471939884598
171111.0844945104544-0.0844945104544396
181513.83547408333371.16452591666628
1978.95481226559313-1.95481226559313
2098.2168858003560.783114199644003
2179.27544578737124-2.27544578737124
221414.6004129411039-0.60041294110386
231510.29254049876464.70745950123545
24710.2418965576013-3.24189655760128
251512.91735302394412.08264697605587
261714.2220900397812.77790996021902
271512.28071720242032.71928279757971
281412.38816215132461.61183784867537
291412.99394274406051.00605725593951
30812.6475444464923-4.64754444649226
3189.88720244352193-1.88720244352193
321412.92671269264841.07328730735155
331414.1548599883689-0.15485998836894
34810.6638179617059-2.66381796170594
35119.082048688259491.91795131174051
361614.32231130852761.6776886914724
371012.7169104864509-2.71691048645089
3889.85527783976728-1.85527783976728
391412.58967406378451.41032593621547
401615.27342358525180.726576414748233
411312.91735302394410.082646976055867
42510.9138378267825-5.91383782678252
4386.980450972284591.01954902771541
44109.040764415800530.959235584199467
45811.5300474631894-3.53004746318936
461314.7006342098505-1.70063420985048
471513.75781498825071.2421850117493
4868.04605363629459-2.04605363629459
491210.3784926489721.62150735102804
501613.38992113059882.6100788694012
51511.3708891981551-6.37088919815508
52159.428446985827725.57155301417228
531211.76579820972670.234201790273269
5489.26822210721352-1.26822210721352
551312.1936984386330.806301561367046
561411.53834051831372.46165948168625
571210.12156813500311.87843186499687
581614.52966184608911.47033815391094
59108.373595158140921.62640484185908
601515.0682123874129-0.0682123874128782
6187.733575731327590.266424268672412
621613.78006148182482.2199385181752
631912.6108511823926.38914881760804
641414.1253931658131-0.1253931658131
65610.0130538111321-4.01305381113213
661312.05571729220610.944282707793891
671511.27419232418723.7258076758128
68711.3827066480582-4.3827066480582
691313.1070508376769-0.107050837676892
7044.17298942292972-0.172989422929723
711412.5012702449411.49872975505897
721311.66910133575881.33089866424115
731111.2412011068526-0.241201106852624
741413.05978774041640.940212259583634
751212.0650769609104-0.0650769609104216
761511.94720296833513.0527970316649
771410.93715369532333.06284630467672
781311.51823336446221.48176663553778
79811.6773943908832-3.67739439088323
8066.39584749815616-0.395847498156163
8178.39829332035111-1.39829332035111
821312.78766217125490.212337828745064
831313.6385559406192-0.638555940619218
841110.34073277129170.659267228708267
85510.0532714700112-5.05327147001116
861211.60187128434680.398128715653197
8788.65767285413201-0.657672854132005
881112.1499597361512-1.14995973615116
891415.4548283438601-1.45482834386014
9099.61707818598055-0.617078185980554
911013.6385559406192-3.63855594061922
921311.80569742712951.19430257287048
931615.01756844624960.982431553750394
941613.22492483025222.77507516974779
951111.0550276878986-0.0550276878985995
9689.27174650199225-1.27174650199225
97410.6954241239843-6.69542412398435
9877.48846531608591-0.488465316085906
991411.70440678341622.29559321658376
1001112.3338189247824-1.33381892478237
1011715.07650544253731.92349455746274
1021514.7311737585490.268826241451038
1031714.03453432715752.96546567284247
10459.6843082373926-4.6843082373926
10545.45409489013631-1.45409489013631
1061014.8501171260909-4.85011712609094
107118.911076324498072.08892367550193
1081514.68159643096560.318403569034384
109108.810855055751461.18914494424855
11099.93877832133859-0.938778321338593
1111211.30013810314030.699861896859718
1121512.84766854250932.15233145749074
113711.5605870118878-4.56058701188784
1141313.2932242566309-0.293224256630917
1151214.6309524898023-2.63095248980234
1161413.83899847811250.161001521887543
1171413.78006148182480.219938518175202
118812.4197710749898-4.41977107498977
1191513.00682956893031.99317043106973
1201211.16354201176960.836457988230396
1211210.61776779028811.38223220971194
1221611.82825960079314.17174039920688
12398.843846273086030.156153726913971
1241512.56127661619542.43872338380465
1251513.78006148182481.2199385181752
126611.5688800670122-5.56888006701223
1271415.6822860352731-1.68228603527312
1281511.94720296833513.0527970316649
1291011.4180120957156-1.4180120957156
13065.183035934554810.816964065445193
1311415.6822860352731-1.68228603527312
1321213.1659878339646-1.16598783396455
133810.7037199404955-2.70371994049547
1341112.847671303896-1.847671303896
1351313.3934455253775-0.393445525377536
136910.6177677902881-1.61776779028806
1371513.06576656521791.93423343478207
138137.733575731327595.26642426867241
1391515.2263040388672-0.226304038867229
1401411.68675405958752.31324594041246
1411610.67670478657575.32329521342428
1421412.6202136124831.37978638751699
1431412.63679972273181.36320027726822
144107.184415143169832.81558485683017
1451010.6177677902881-0.617767790288064
146411.1150340591529-7.11503405915292
147810.0224162412232-2.02241624122318
1481511.56994944197893.43005055802111
1491613.45238252166522.54761747833481
1501215.3958913475725-3.39589134757248
1511213.0574735100935-1.05747351009355
1521515.0175684462496-0.017568446249605
15399.23046222953329-0.230462229533292
1541213.4110982492062-1.41109824920623
1551412.49297718981661.50702281018336
156119.633664296229331.36633570377067


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
90.7532022906134050.493595418773190.246797709386595
100.7127295456792490.5745409086415030.287270454320751
110.8713108493535510.2573783012928990.128689150646449
120.8345242234650640.3309515530698720.165475776534936
130.9411111757045920.1177776485908150.0588888242954077
140.9380057980582430.1239884038835150.0619942019417573
150.9564474852890990.08710502942180260.0435525147109013
160.9563682923187810.08726341536243790.043631707681219
170.9365642143111570.1268715713776860.0634357856888431
180.9077159767118180.1845680465763640.0922840232881818
190.8769644172689690.2460711654620610.123035582731031
200.8329205522960720.3341588954078570.167079447703928
210.8821467507247610.2357064985504780.117853249275239
220.8419822453887020.3160355092225970.158017754611298
230.9168986773942880.1662026452114240.083101322605712
240.9238930873667370.1522138252665260.0761069126332628
250.9131756760511550.173648647897690.0868243239488448
260.9053150680468640.1893698639062720.0946849319531362
270.8938671548236160.2122656903527690.106132845176384
280.8707102037416930.2585795925166150.129289796258307
290.8378474643532180.3243050712935630.162152535646782
300.8929530887304160.2140938225391680.107046911269584
310.8676085803726380.2647828392547250.132391419627362
320.8365812534561770.3268374930876470.163418746543823
330.7989235980847630.4021528038304730.201076401915237
340.7934641001867040.4130717996265920.206535899813296
350.766012276024490.467975447951020.23398772397551
360.7407982188219110.5184035623561780.259201781178089
370.7574534460277040.4850931079445920.242546553972296
380.7248283320232770.5503433359534470.275171667976723
390.6890321493856290.6219357012287430.310967850614371
400.6413484402127640.7173031195744710.358651559787236
410.5886337368664350.822732526267130.411366263133565
420.7205135641233590.5589728717532820.279486435876641
430.6824548264006170.6350903471987660.317545173599383
440.6363608992336350.7272782015327290.363639100766365
450.6846348928487830.6307302143024330.315365107151217
460.6579298915884460.6841402168231070.342070108411554
470.6347873069405220.7304253861189560.365212693059478
480.6167388260434730.7665223479130530.383261173956527
490.5742447746316890.8515104507366220.425755225368311
500.551785472737060.8964290545258790.44821452726294
510.8039074723894550.392185055221090.196092527610545
520.8800797568158250.2398404863683510.119920243184176
530.8533204760542330.2933590478915350.146679523945767
540.8384772491177430.3230455017645130.161522750882257
550.8146131638939230.3707736722121530.185386836106077
560.7990699361883460.4018601276233080.200930063811654
570.7660774422636170.4678451154727670.233922557736383
580.7304320480440810.5391359039118380.269567951955919
590.7031541007558340.5936917984883330.296845899244166
600.6700698981574520.6598602036850960.329930101842548
610.6317020543149160.7365958913701680.368297945685084
620.6052787488754030.7894425022491940.394721251124597
630.7507690442306090.4984619115387810.249230955769391
640.7220193685946810.5559612628106380.277980631405319
650.8067511910267050.3864976179465890.193248808973295
660.7731489088770350.4537021822459290.226851091122965
670.7915705919279930.4168588161440130.208429408072007
680.864481978302650.2710360433947010.135518021697351
690.8381134106361070.3237731787277860.161886589363893
700.8099349446719060.3801301106561880.190065055328094
710.7810288330936820.4379423338126370.218971166906318
720.7486725975403440.5026548049193120.251327402459656
730.7158995257662070.5682009484675860.284100474233793
740.6921252712907770.6157494574184460.307874728709223
750.6522863574198410.6954272851603180.347713642580159
760.6576697261026090.6846605477947810.342330273897391
770.6576638863510450.6846722272979110.342336113648955
780.6219003550024410.7561992899951180.378099644997559
790.6913206609842990.6173586780314010.308679339015701
800.6514922861100660.6970154277798670.348507713889934
810.6260630212687970.7478739574624070.373936978731204
820.5804800700860820.8390398598278350.419519929913918
830.5427577325328150.9144845349343710.457242267467185
840.4988914960313610.9977829920627210.501108503968639
850.6847771038122810.6304457923754370.315222896187719
860.6427535462650630.7144929074698740.357246453734937
870.6041627438587580.7916745122824840.395837256141242
880.567252779499160.8654944410016810.43274722050084
890.540079112960940.9198417740781210.45992088703906
900.4976169745153650.995233949030730.502383025484635
910.542488174366240.9150236512675190.45751182563376
920.5306864403690210.9386271192619590.469313559630979
930.4910726364479640.9821452728959280.508927363552036
940.4832795143565990.9665590287131990.5167204856434
950.4361154522117250.872230904423450.563884547788275
960.4089600552343430.8179201104686860.591039944765657
970.6179565285533860.7640869428932290.382043471446614
980.5768139194708410.8463721610583180.423186080529159
990.5735600035121730.8528799929756530.426439996487827
1000.5393780252760580.9212439494478840.460621974723942
1010.52460570870180.9507885825964010.4753942912982
1020.4763888730391970.9527777460783940.523611126960803
1030.5365305096933380.9269389806133230.463469490306662
1040.7107603231269370.5784793537461260.289239676873063
1050.7015573350985840.5968853298028330.298442664901416
1060.752194034740750.49561193051850.24780596525925
1070.7258611198065170.5482777603869670.274138880193483
1080.705008221507920.5899835569841610.29499177849208
1090.6656468345216740.6687063309566530.334353165478326
1100.6180501246408030.7638997507183940.381949875359197
1110.5731674858501290.8536650282997420.426832514149871
1120.6143963843718370.7712072312563260.385603615628163
1130.6925292749362380.6149414501275230.307470725063762
1140.6431134465976280.7137731068047450.356886553402372
1150.6151595090910660.7696809818178680.384840490908934
1160.5616312943159950.876737411368010.438368705684005
1170.5082443492858530.9835113014282940.491755650714147
1180.5331054956067180.9337890087865640.466894504393282
1190.5066225189066840.9867549621866330.493377481093316
1200.4657322875988240.9314645751976470.534267712401176
1210.4127522084825510.8255044169651010.587247791517449
1220.4351206592236840.8702413184473680.564879340776316
1230.3770671841865760.7541343683731510.622932815813424
1240.369620690603890.739241381207780.63037930939611
1250.3188847353050570.6377694706101150.681115264694943
1260.5332195449001430.9335609101997130.466780455099857
1270.4750952951080510.9501905902161020.524904704891949
1280.5086848078157870.9826303843684260.491315192184213
1290.4510583045105360.9021166090210730.548941695489464
1300.3978114827476120.7956229654952240.602188517252388
1310.339137913583390.6782758271667790.66086208641661
1320.2954942055502190.5909884111004370.704505794449781
1330.3021122476067860.6042244952135720.697887752393214
1340.2556882462380280.5113764924760560.744311753761972
1350.2005727853316120.4011455706632250.799427214668388
1360.2146625463164640.4293250926329270.785337453683536
1370.1854170369625980.3708340739251950.814582963037403
1380.2324025700495680.4648051400991360.767597429950432
1390.1980120273879730.3960240547759450.801987972612027
1400.1931126641850710.3862253283701410.806887335814929
1410.2891758232890840.5783516465781680.710824176710916
1420.2373921443178210.4747842886356420.762607855682179
1430.1658685654161930.3317371308323870.834131434583807
1440.1450674910359110.2901349820718210.854932508964089
1450.105068432345310.2101368646906190.89493156765469
1460.6436271537691780.7127456924616450.356372846230822
1470.4937409578701610.9874819157403210.506259042129839


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 level20.0143884892086331OK