Multiple Linear Regression - Estimated Regression Equation
Maand[t] = + 0.00120924323309522 + 0.00408912539054832CVI[t] -0.00115797746764674Econ.Sit.[t] + 0.00106141146337753Werkloos[t] -0.000778164673748723Fin.Sit.[t] -0.000823348155444153`Spaarverm. `[t] -1.82631833698499e-05t + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)0.001209243233095220.0016340.74020.4623970.231198
CVI0.004089125390548320.001612.53940.0140160.007008
Econ.Sit.-0.001157977467646740.000414-2.80.0070740.003537
Werkloos0.001061411463377530.0004082.60160.011950.005975
Fin.Sit.-0.0007781646737487230.000682-1.14070.2590380.129519
`Spaarverm. `-0.0008233481554441530.000404-2.03990.0462640.023132
t-1.82631833698499e-056.1e-05-0.30180.763970.381985


Multiple Linear Regression - Regression Statistics
Multiple R0.39857688320753
R-squared0.158863531827429
Adjusted R-squared0.0654039242526993
F-TEST (value)1.69980953215968
F-TEST (DF numerator)6
F-TEST (DF denominator)54
p-value0.138838639404076
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation0.00373379524303528
Sum Squared Residuals0.000752826253513296


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
10.001356852103120760.00347473690580704-0.00211788480268628
20.001542288557213930.00583506623064656-0.00429277767343263
30.001658374792703150.00272633754338751-0.00106796275068436
40.001927860696517410.00208374703500743-0.000155886338490016
50.002203269367448470.0007658950765241490.00143737429092432
60.002487562189054730.00566765041721572-0.003180088228161
70.003084577114427860.00306509466441871.94824500091616e-05
80.003731343283582090.002347330322868040.00138401296071405
90.005140961857379770.002758559092834280.00238240276454549
100.006965174129353230.004661300887759740.0023038732415935
110.01542288557213930.004437565650777130.0109853199213622
120.001285880205740830.00457339199844625-0.00328751179270542
130.001357527489931670.00207388526552197-0.000716357775590302
140.0015430562468890.00163599203500529-9.29357881162942e-05
150.001659200265472040.00378925118674097-0.00213005092126893
160.001928820308611250.00343635869116853-0.00150753838255728
170.002204366066984290.00491692550322182-0.00271255943623754
180.002488800398208060.00305531807377019-0.000566517675562125
190.0030861124937780.0064420366757438-0.0033559241819658
200.00373320059731210.001894766845432510.00183843375187958
210.005143520822963330.00547710642454977-0.000333585601586437
220.006968641114982580.006359966132640120.000608674982342462
230.015430562468890.007195073248614260.00823548922027574
240.001286520584329350.00284484171429489-0.00155832112996554
250.001358203549438610.00235056591886082-0.000992362369422208
260.001543824701195220.00410346648160837-0.00255964178041315
270.001660026560424970.00326513245072573-0.00160510589030076
280.001929780876494020.00470433985715925-0.00277455898066523
290.002205463858850310.00457493590770339-0.00236947204885308
300.002490039840637450.00314937689841132-0.000659337057773868
310.003087649402390440.002882945078776240.0002047043236142
320.003735059760956180.002904751330955690.000830308430000486
330.00514608233731740.00249176619819270.00265431613912469
340.007221115537848610.004577786855625230.00264332868222338
350.01543824701195220.003742260553887060.0116959864580651
360.001287161601062950.00343709647573539-0.00214993487467244
370.00135888028264710.00150405152964403-0.000145171246996931
380.001544593921275540.00295044534577275-0.00140585142449721
390.00166085367879090.00346851541926271-0.00180766174047182
400.001930742401594420.00528982837301911-0.0033590859714247
410.002206562744679340.00230980854686906-0.000103245802189721
420.002491280518186350.001624831674819370.000866448843366976
430.003089187842551070.00442881036500755-0.00133962252245648
440.003736920777279520.00337432017300980.000362600604269719
450.005148646404251790.002700542384182080.0024481040200697
460.006975585450921770.004723673286398230.00225191216452355
470.01544593921275540.005507422054494020.00993851715826134
480.001287803256895980.00495100824732611-0.00366320499043013
490.001359557690564670.00439203013315633-0.00303247244259166
500.001545363908275170.00212676263208976-0.000581398723814586
510.001661681621801260.0022261736493626-0.000564492027561335
520.001931704885343970.00272947274585541-0.000797767860511447
530.002207662726107390.00400398092831713-0.00179631820220974
540.002492522432701890.00557489052906584-0.00308236809636394
550.003090727816550350.002927403476873870.000163324339676482
560.003738783649052840.00387678287063816-0.000137999221585317
570.005151213027583920.00696121123242931-0.0018099982048454
580.00697906281156530.006704998744928610.000274064066636695
590.01545363908275170.006324490862683720.00912914822006802
600.00128844555278470.00540122267509561-0.00411277712231091
610.001360235774200860.00609231172637569-0.00473207595217483


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
100.001157902802543020.002315805605086040.998842097197457
110.2095309872312310.4190619744624620.790469012768769
120.6364844285001730.7270311429996530.363515571499827
130.6160151051364330.7679697897271340.383984894863567
140.5214099558129840.9571800883740320.478590044187016
150.4202462883078930.8404925766157870.579753711692107
160.3227992589489950.6455985178979890.677200741051005
170.2568262731477630.5136525462955250.743173726852237
180.1912113027836240.3824226055672490.808788697216376
190.2069638441809570.4139276883619150.793036155819043
200.1622782761972080.3245565523944160.837721723802792
210.1192292855541890.2384585711083780.880770714445811
220.09462788027644440.1892557605528890.905372119723556
230.4831793385577430.9663586771154850.516820661442257
240.4494472611964860.8988945223929720.550552738803514
250.4081974612404950.816394922480990.591802538759505
260.3307922075627710.6615844151255420.669207792437229
270.2614251023600380.5228502047200750.738574897639962
280.2138419370373090.4276838740746180.786158062962691
290.16212623792860.32425247585720.8378737620714
300.1414065075081280.2828130150162560.858593492491872
310.109843723838160.219687447676320.89015627616184
320.1102510171925430.2205020343850850.889748982807457
330.1041856795876590.2083713591753170.895814320412341
340.08357075529091030.1671415105818210.91642924470909
350.6088799640079370.7822400719841260.391120035992063
360.5761343568130640.8477312863738720.423865643186936
370.5727358541147840.8545282917704310.427264145885215
380.5151753618236460.9696492763527080.484824638176354
390.4516093407019760.9032186814039530.548390659298024
400.4676991614430850.935398322886170.532300838556915
410.3800147521575860.7600295043151720.619985247842414
420.3053661204999190.6107322409998380.694633879500081
430.3115900330977990.6231800661955980.688409966902201
440.2298512048420530.4597024096841060.770148795157947
450.1651777808261180.3303555616522350.834822219173882
460.1267156007224440.2534312014448880.873284399277556
470.5813205736173920.8373588527652170.418679426382608
480.6726030299997150.654793940000570.327396970000285
490.5612615003259430.8774769993481140.438738499674057
500.4197757396950670.8395514793901330.580224260304933
510.3696455697733610.7392911395467210.63035443022664


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level10.0238095238095238NOK
5% type I error level10.0238095238095238OK
10% type I error level10.0238095238095238OK