Multiple Linear Regression - Estimated Regression Equation
meer_sport[t] = -0.312893344343957 -0.0246829759182962Fietsen[t] -0.198504165639036algemene_tevredenheid[t] + 0.284660002112055roken[t] + 0.327147951886211drugs[t] + 0.348520585269895drankgebruik[t] + 0.0154843612941977geslacht[t] + 0.00451209386384474leeftijd[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)-0.3128933443439570.639265-0.48950.6252230.312612
Fietsen-0.02468297591829620.048425-0.50970.6109880.305494
algemene_tevredenheid-0.1985041656390360.108497-1.82960.0692720.034636
roken0.2846600021120550.1036232.74710.006740.00337
drugs0.3271479518862110.07314.47531.5e-057e-06
drankgebruik0.3485205852698950.1384892.51660.0128870.006444
geslacht0.01548436129419770.0170580.90770.3654560.182728
leeftijd0.004512093863844740.0114870.39280.6950260.347513


Multiple Linear Regression - Regression Statistics
Multiple R0.456956700210581
R-squared0.208809425867343
Adjusted R-squared0.172373017848076
F-TEST (value)5.73079063547996
F-TEST (DF numerator)7
F-TEST (DF denominator)152
p-value6.72660873723974e-06
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation0.809346669646454
Sum Squared Residuals99.5663888135065


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
110.1136732844338760.886326715566124
211.83851565103055-0.838515651030554
311.89303036562154-0.893030365621545
420.7138504871018311.28614951289817
510.354263351406470.64573664859353
611.35988901077752-0.359889010777522
721.711719938582030.288280061417971
811.44282604151553-0.442826041515535
910.7546485472007190.245351452799281
1010.757958889735330.242041110264669
1131.860952435379581.13904756462042
1211.32046800193846-0.320468001938459
1311.48281895183162-0.48281895183162
1411.32480566890589-0.324805668905895
1520.9594384595098541.04056154049015
1642.543094179962041.45690582003796
1711.24835412002639-0.248354120026392
1811.11276522167532-0.112765221675325
1911.49773141164880-0.497731411648796
2021.385318315069250.614681684930751
2131.835245975142791.16475402485721
2211.60744861661218-0.607448616612176
2311.73966006238718-0.739660062387176
2410.8253871324209960.174612867579004
2511.57849694842955-0.578496948429555
2611.15253508430721-0.152535084307207
2722.42977927650227-0.429779276502271
2811.57244489465000-0.572444894649997
2911.64761595382467-0.64761595382467
3011.04415483388377-0.0441548338837738
3111.43031708435682-0.430317084356825
3210.8253871324209960.174612867579004
3311.60744861661218-0.607448616612176
3411.12121750792599-0.121217507925993
3511.14196029145747-0.141960291457466
3611.11276522167532-0.112765221675325
3711.42323275176776-0.423232751767758
3811.43406893445355-0.434068934453545
3910.9498423703051430.0501576296948569
4010.7999439127355750.200056087264425
4111.47543802299527-0.475438022995272
4211.29578502602016-0.295785026020163
4342.136368527230611.86363147276939
4411.07259788446283-0.072597884462831
4511.42442881226734-0.424428812267338
4642.355355951226731.64464404877327
4721.956958931855020.0430410681449788
4820.977835688758051.02216431124195
4911.32966661656256-0.329666616562558
5011.17721806022550-0.177218060225503
5121.620612365344710.379387634655288
5211.35732499661634-0.357324996616341
5311.51065175878181-0.510651758781813
5411.49423272682408-0.494232726824082
5510.6289532158354960.371046784164504
5610.5662254093037780.433774590696222
5710.8500701083392920.149929891660708
5821.482818951831620.51718104816838
5911.1927024215197-0.192702421519701
6011.09202243814385-0.0920224381438522
6111.23467352912625-0.234673529126252
6222.26862252244703-0.268622522447034
6311.54258526962154-0.542585269621544
6421.289499279350060.710500720649936
6541.644305611290062.35569438870994
6611.44580144565102-0.445801445651023
6711.13337761129189-0.133377611291885
6811.42442881226734-0.424428812267338
6921.639033273659090.360966726340911
7031.923077341312631.07692265868737
7111.51153477390603-0.51153477390603
7211.47379476410393-0.473794764103931
7311.11351724087841-0.113517240878409
7411.30498364064426-0.304983640644262
7511.12824958296952-0.128249582969523
7611.12824958296952-0.128249582969523
7712.04444565091675-1.04444565091675
7842.005335153718661.99466484628134
7911.10630504810882-0.106305048108817
8011.91911220720419-0.91911220720419
8121.449553295747740.550446704252257
8211.55518688054954-0.555186880549545
8311.67725253116892-0.67725253116892
8411.90759298001843-0.907592980018429
8511.52675205453453-0.526752054534528
8611.15806058721018-0.158060587210182
8711.60744861661218-0.607448616612176
8811.29578502602016-0.295785026020163
8910.8500701083392920.149929891660708
9022.17676862083629-0.176768620836286
9111.63664368639432-0.636643686394317
9211.44580144565102-0.445801445651023
9311.49516739748762-0.495167397487615
9411.57713468559761-0.577134685597606
9511.44911178818563-0.449111788185634
9620.6260047609535441.37399523904646
9711.71906312727276-0.719063127272756
9851.761216886339763.23878311366024
9911.38426147505484-0.384261475054844
10011.40894445097314-0.40894445097314
10111.46128580694522-0.46128580694522
10221.439913173561540.560086826438464
10311.92564135547381-0.925641355473808
10432.138933804047230.861066195952774
10511.48870722392111-0.488707223921107
10611.47968303619342-0.479683036193417
10711.09728086038113-0.0972808603811273
10831.760775378777651.23922462122235
10911.55076744045499-0.550767440454991
11011.28030066472597-0.280300664725965
11111.08874161119082-0.0887416111908218
11211.58276564069388-0.58276564069388
11311.55373196394831-0.553731963948306
11411.03348738726474-0.0334873872647423
11521.896364277128710.103635722871285
11621.083772863794990.916227136205011
11741.812182064086202.18781793591380
11842.192252982130481.80774701786952
11911.56728127939968-0.567281279399682
12011.21592744608524-0.215927446085236
12111.13765090949543-0.137650909495426
12211.51891570274238-0.518915702742378
12341.993748816491452.00625118350855
12412.0609197421839-1.0609197421839
12511.33878345805954-0.338783458059538
12611.52678033953992-0.526780339539924
12711.45831040280973-0.458310402809733
12831.461285806945221.53871419305478
12911.40563410843853-0.405634108438529
13012.07583220200108-1.07583220200108
13112.32483696076448-1.32483696076448
13241.775513411698422.22448658830158
13341.985561746244822.01443825375518
13411.48264452493521-0.482644524935211
13521.969065840573150.0309341594268482
13610.8253871324209960.174612867579004
13721.745185565290150.254814434709849
13811.40894445097314-0.40894445097314
13931.582765640693881.41723435930612
14021.983041765065140.0169582349348603
14121.424428812267340.575571187732662
14211.42716725332493-0.427167253324928
14311.45500006027512-0.455000060275121
14421.455000060275120.544999939724879
14511.42442881226734-0.424428812267338
14622.17676862083629-0.176768620836286
14722.02703815164151-0.0270381516415052
14810.97818238933320.0218176106668005
14911.80391812012563-0.803918120125629
15021.618693434048380.381306565951621
15111.59825000198808-0.598250001988077
15221.424428812267340.575571187732662
15311.6534371158727-0.653437115872701
15411.13116245092352-0.131162450923522
15511.64292943306442-0.642929433064416
15611.47968303619342-0.479683036193417
15711.82487936353501-0.824879363535007
15811.61373436328228-0.613734363282275
15911.78942348880438-0.789423488804381
16011.39974583634904-0.399745836349042


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
110.4289632193230430.8579264386460850.571036780676957
120.2733755492004630.5467510984009260.726624450799537
130.205635540309920.411271080619840.79436445969008
140.1180636549364250.2361273098728500.881936345063575
150.1888178721870080.3776357443740160.811182127812992
160.719709359676990.560581280646020.28029064032301
170.6919976055077140.6160047889845720.308002394492286
180.6173841848322340.7652316303355330.382615815167766
190.6121488295493360.7757023409013270.387851170450664
200.5634167819744490.8731664360511030.436583218025551
210.5692393733517980.8615212532964050.430760626648202
220.5577222275869140.8845555448261710.442277772413086
230.5178640756662360.9642718486675280.482135924333764
240.4443780361905720.8887560723811440.555621963809428
250.3824177618784580.7648355237569170.617582238121541
260.3194478771011970.6388957542023930.680552122898803
270.2638988833922780.5277977667845560.736101116607722
280.3135689381391520.6271378762783050.686431061860848
290.2889815638296520.5779631276593050.711018436170348
300.2439429506246750.487885901249350.756057049375325
310.2214241250086290.4428482500172570.778575874991371
320.1759054403376500.3518108806753010.82409455966235
330.1521131172839710.3042262345679410.84788688271603
340.1215673020472670.2431346040945340.878432697952733
350.09290416304408920.1858083260881780.907095836955911
360.06932611532888460.1386522306577690.930673884671115
370.06215878005458700.1243175601091740.937841219945413
380.04968790861603120.09937581723206240.950312091383969
390.03585988746764900.07171977493529790.96414011253235
400.02608835988751040.05217671977502080.97391164011249
410.02234438911033710.04468877822067410.977655610889663
420.01585741080844380.03171482161688770.984142589191556
430.06078033937528150.1215606787505630.939219660624719
440.04531422218070710.09062844436141420.954685777819293
450.03705995415993560.07411990831987130.962940045840064
460.1218347330801980.2436694661603970.878165266919802
470.09817516567889830.1963503313577970.901824834321102
480.1236811381430850.2473622762861700.876318861856915
490.1030965456245130.2061930912490260.896903454375487
500.08467761655613470.1693552331122690.915322383443865
510.0746969329666510.1493938659333020.925303067033349
520.06312426080060860.1262485216012170.936875739199391
530.05717506612352350.1143501322470470.942824933876476
540.05000203130850030.1000040626170010.9499979686915
550.03920092423796990.07840184847593990.96079907576203
560.03150512153792420.06301024307584850.968494878462076
570.02373373020046480.04746746040092970.976266269799535
580.01986290636923160.03972581273846330.980137093630768
590.01528437140249870.03056874280499740.984715628597501
600.01101319955336910.02202639910673820.98898680044663
610.008603151880375680.01720630376075140.991396848119624
620.006222156964655870.01244431392931170.993777843035344
630.005653678920571570.01130735784114310.994346321079428
640.005483132222053460.01096626444410690.994516867777947
650.05342532725037160.1068506545007430.946574672749628
660.04529128079792750.0905825615958550.954708719202072
670.03491605557456310.06983211114912620.965083944425437
680.02813195781358860.05626391562717720.971868042186411
690.02205804005311930.04411608010623860.977941959946881
700.02996797133339590.05993594266679180.970032028666604
710.02639088317325780.05278176634651560.973609116826742
720.02186269197005040.04372538394010070.97813730802995
730.01705481604563800.03410963209127600.982945183954362
740.01326855856006710.02653711712013420.986731441439933
750.009726818585383110.01945363717076620.990273181414617
760.00704859250802130.01409718501604260.992951407491979
770.008872953588641930.01774590717728390.991127046411358
780.03766067239253120.07532134478506250.962339327607469
790.02921266863752450.05842533727504910.970787331362476
800.03177963881976030.06355927763952060.96822036118024
810.02806099388496140.05612198776992280.971939006115039
820.02435736165612580.04871472331225150.975642638343874
830.02221095821337130.04442191642674250.977789041786629
840.02264294912157440.04528589824314880.977357050878426
850.01928713200398190.03857426400796370.980712867996018
860.01454643915981790.02909287831963590.985453560840182
870.01260358700969370.02520717401938750.987396412990306
880.009573759897304520.01914751979460900.990426240102696
890.007282582171965130.01456516434393030.992717417828035
900.005273010849955210.01054602169991040.994726989150045
910.004673959389365410.009347918778730820.995326040610635
920.003566474826233490.007132949652466980.996433525173766
930.002811340774735750.00562268154947150.997188659225264
940.002224986139251800.004449972278503610.997775013860748
950.00170872871613690.00341745743227380.998291271283863
960.00383224665034850.0076644933006970.996167753349652
970.003456480871081980.006912961742163960.996543519128918
980.1541405641996960.3082811283993930.845859435800304
990.1326663710133730.2653327420267460.867333628986627
1000.1142177374469560.2284354748939130.885782262553044
1010.09703799244125040.1940759848825010.90296200755875
1020.08597883622024320.1719576724404860.914021163779757
1030.09176386721677430.1835277344335490.908236132783226
1040.0968548301272420.1937096602544840.903145169872758
1050.08210163232668120.1642032646533620.917898367673319
1060.06891193317751370.1378238663550270.931088066822486
1070.05393931810407830.1078786362081570.946060681895922
1080.07083341771508140.1416668354301630.929166582284919
1090.06155467068796030.1231093413759210.93844532931204
1100.04934929156254520.09869858312509040.950650708437455
1110.03873753410299270.07747506820598540.961262465897007
1120.03561583505996820.07123167011993640.964384164940032
1130.02893658569572890.05787317139145780.971063414304271
1140.02143864641964820.04287729283929640.978561353580352
1150.01767274809430840.03534549618861680.982327251905692
1160.01810540147657520.03621080295315040.981894598523425
1170.09178091197473040.1835618239494610.90821908802527
1180.1861370478557130.3722740957114260.813862952144287
1190.1766431393556100.3532862787112210.82335686064439
1200.1447728304845920.2895456609691830.855227169515408
1210.1223945064329410.2447890128658820.877605493567059
1220.09929686934607830.1985937386921570.900703130653922
1230.3728987168115550.7457974336231090.627101283188445
1240.3613315982697900.7226631965395810.63866840173021
1250.3437996188234670.6875992376469340.656200381176533
1260.2956184224427690.5912368448855380.704381577557231
1270.2488289190741520.4976578381483050.751171080925848
1280.3690348524484550.738069704896910.630965147551545
1290.3291825495790830.6583650991581670.670817450420917
1300.3180790414741420.6361580829482850.681920958525858
1310.3568204970346630.7136409940693260.643179502965337
1320.7567047968302440.4865904063395110.243295203169756
1330.9744741112902830.0510517774194340.025525888709717
1340.9615749182016950.07685016359661030.0384250817983051
1350.9418658025229460.1162683949541080.0581341974770542
1360.9142538338666330.1714923322667350.0857461661333674
1370.8953388361647950.2093223276704110.104661163835205
1380.8575128375082330.2849743249835340.142487162491767
1390.9717526252805330.05649474943893390.0282473747194669
1400.9757641500358680.04847169992826360.0242358499641318
1410.9827153803123270.03456923937534500.0172846196876725
1420.968107341613370.063785316773260.03189265838663
1430.949499935131340.1010001297373200.0505000648686602
1440.9673035030895560.06539299382088890.0326964969104445
1450.9383371987021770.1233256025956450.0616628012978227
1460.9603505407476350.07929891850472940.0396494592523647
1470.9583967930819120.08320641383617660.0416032069180883
1480.9084312654680360.1831374690639270.0915687345319636
1490.83301344227480.33397311545040.1669865577252


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level70.0503597122302158NOK
5% type I error level380.273381294964029NOK
10% type I error level650.467625899280576NOK