| Multiple Linear Regression - Estimated Regression Equation |
| Werkloosheid_totaal[t] = + 3.07920169045227e-11 + 1`Basisonderwijs(lager_1ste_graad_secundair)`[t] + 0.999999999999997`Secundair_onderwijs(2de,3de,4de_graad)`[t] + 4.37686467777739e-14Duaal_onderwijs[t] + 1Hoger_onderwijs[t] -2.5450870214779e-15`Hoger_onderwijs(Bachelor)`[t] + 1.00000000000002Leercontract[t] + 0.999999999999994Andere_studies[t] + e[t] |
| Multiple Linear Regression - Ordinary Least Squares | |||||
| Variable | Parameter | S.D. | T-STAT H0: parameter = 0 | 2-tail p-value | 1-tail p-value |
| (Intercept) | 3.07920169045227e-11 | 0 | 0.1686 | 0.866971 | 0.433486 |
| `Basisonderwijs(lager_1ste_graad_secundair)` | 1 | 0 | 259359059430456 | 0 | 0 |
| `Secundair_onderwijs(2de,3de,4de_graad)` | 0.999999999999997 | 0 | 450806428731144 | 0 | 0 |
| Duaal_onderwijs | 4.37686467777739e-14 | 0 | 2.1401 | 0.038496 | 0.019248 |
| Hoger_onderwijs | 1 | 0 | 269217045127404 | 0 | 0 |
| `Hoger_onderwijs(Bachelor)` | -2.5450870214779e-15 | 0 | -0.4325 | 0.667718 | 0.333859 |
| Leercontract | 1.00000000000002 | 0 | 26099248179737.3 | 0 | 0 |
| Andere_studies | 0.999999999999994 | 0 | 171739387883061 | 0 | 0 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 1 |
| R-squared | 1 |
| Adjusted R-squared | 1 |
| F-TEST (value) | 2.1257777476141e+31 |
| F-TEST (DF numerator) | 7 |
| F-TEST (DF denominator) | 40 |
| p-value | 0 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 2.12105911064094e-11 |
| Sum Squared Residuals | 1.79955670033317e-20 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 575093 | 575093 | 1.17054705699366e-10 |
| 2 | 557560 | 557560 | -3.09840044650481e-11 |
| 3 | 564478 | 564478 | -1.42816484972187e-11 |
| 4 | 580523 | 580523 | -1.6306503077147e-11 |
| 5 | 596594 | 596594 | -1.43734853436076e-11 |
| 6 | 586570 | 586570 | -1.51366558638562e-11 |
| 7 | 536214 | 536214 | -6.25977281492276e-12 |
| 8 | 523597 | 523597 | -3.16058749910433e-12 |
| 9 | 536535 | 536535 | -3.35926151082337e-12 |
| 10 | 536322 | 536322 | -1.33608211251761e-11 |
| 11 | 532638 | 532638 | -1.04627607232483e-11 |
| 12 | 528222 | 528222 | -4.05254896999981e-12 |
| 13 | 516141 | 516141 | 5.6027796510877e-14 |
| 14 | 501866 | 501866 | -1.57735518109113e-11 |
| 15 | 506174 | 506174 | -1.2439534067914e-11 |
| 16 | 517945 | 517945 | -3.95267741198441e-12 |
| 17 | 533590 | 533590 | 2.19025739235807e-12 |
| 18 | 528379 | 528379 | 1.68330559883462e-12 |
| 19 | 477580 | 477580 | -1.81824428740362e-12 |
| 20 | 469357 | 469357 | -5.74263553561786e-12 |
| 21 | 490243 | 490243 | -1.61837420810543e-12 |
| 22 | 492622 | 492622 | -4.882997469632e-12 |
| 23 | 507561 | 507561 | -8.13856622468064e-12 |
| 24 | 516922 | 516922 | 9.69924938705763e-13 |
| 25 | 514258 | 514258 | 2.62718147845943e-12 |
| 26 | 509846 | 509846 | 8.17045994505932e-12 |
| 27 | 527070 | 527070 | 1.35648022702143e-11 |
| 28 | 541657 | 541657 | 1.46927125530772e-11 |
| 29 | 564591 | 564591 | 5.28873053987658e-12 |
| 30 | 555362 | 555362 | 2.43610944541725e-12 |
| 31 | 498662 | 498662 | 1.38223248068633e-11 |
| 32 | 511038 | 511038 | 1.45891892874267e-11 |
| 33 | 525919 | 525919 | 1.25228391687774e-11 |
| 34 | 531673 | 531673 | 8.5412331068275e-12 |
| 35 | 548854 | 548854 | 2.63713043528262e-12 |
| 36 | 560576 | 560576 | -1.45362715320185e-12 |
| 37 | 557274 | 557274 | -1.84540319021634e-12 |
| 38 | 565742 | 565742 | -2.36770029437351e-12 |
| 39 | 587625 | 587625 | -3.46731378362483e-12 |
| 40 | 619916 | 619916 | -3.38371412048413e-12 |
| 41 | 625809 | 625809 | -1.63024405952252e-12 |
| 42 | 619567 | 619567 | -2.46782457507115e-12 |
| 43 | 572942 | 572942 | -8.77376824063736e-13 |
| 44 | 572775 | 572775 | 6.79747509181474e-12 |
| 45 | 574205 | 574205 | -1.11908663062292e-12 |
| 46 | 579799 | 579799 | 1.75745796343303e-13 |
| 47 | 590072 | 590072 | -1.1440570830403e-11 |
| 48 | 593408 | 593408 | -1.166266298323e-11 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 11 | 0.0435177234282976 | 0.0870354468565951 | 0.956482276571702 |
| 12 | 0.857633016257703 | 0.284733967484594 | 0.142366983742297 |
| 13 | 0.999999864957768 | 2.7008446444121e-07 | 1.35042232220605e-07 |
| 14 | 0.655579950511099 | 0.688840098977802 | 0.344420049488901 |
| 15 | 0.999984740577897 | 3.05188442069294e-05 | 1.52594221034647e-05 |
| 16 | 0.999999899610655 | 2.00778689705816e-07 | 1.00389344852908e-07 |
| 17 | 0.75229715030699 | 0.495405699386019 | 0.24770284969301 |
| 18 | 0.0896535472788111 | 0.179307094557622 | 0.910346452721189 |
| 19 | 0.999999032705351 | 1.93458929869218e-06 | 9.67294649346092e-07 |
| 20 | 0.999999990452489 | 1.90950220836013e-08 | 9.54751104180066e-09 |
| 21 | 0.00549550683296617 | 0.0109910136659323 | 0.994504493167034 |
| 22 | 0.00032364594376247 | 0.00064729188752494 | 0.999676354056238 |
| 23 | 5.4114396575131e-13 | 1.08228793150262e-12 | 0.999999999999459 |
| 24 | 5.89951599763519e-05 | 0.000117990319952704 | 0.999941004840024 |
| 25 | 0.787010916904351 | 0.425978166191298 | 0.212989083095649 |
| 26 | 0.00439153574798142 | 0.00878307149596284 | 0.995608464252019 |
| 27 | 0.460433136844816 | 0.920866273689632 | 0.539566863155184 |
| 28 | 0.435135850279069 | 0.870271700558139 | 0.564864149720931 |
| 29 | 0.0113455154844092 | 0.0226910309688183 | 0.988654484515591 |
| 30 | 0.194924308010522 | 0.389848616021044 | 0.805075691989478 |
| 31 | 0.0012176608852592 | 0.0024353217705184 | 0.998782339114741 |
| 32 | 0.983806972456817 | 0.0323860550863658 | 0.0161930275431829 |
| 33 | 0.99996243835437 | 7.51232912591936e-05 | 3.75616456295968e-05 |
| 34 | 0.793570764108438 | 0.412858471783123 | 0.206429235891562 |
| 35 | 0.897497229054611 | 0.205005541890777 | 0.102502770945388 |
| 36 | 0.731696270551194 | 0.536607458897611 | 0.268303729448806 |
| 37 | 0.596769600990068 | 0.806460798019864 | 0.403230399009932 |
| Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
| Description | # significant tests | % significant tests | OK/NOK |
| 1% type I error level | 11 | 0.407407407407407 | NOK |
| 5% type I error level | 14 | 0.518518518518518 | NOK |
| 10% type I error level | 15 | 0.555555555555556 | NOK |
