| Multiple Linear Regression - Estimated Regression Equation |
| Werkzoekenden[t] = + 9.4137083078822e-13 -1.47595426624539e-13Maand[t] + 1Mannen[t] + 1Vrouwen[t] -4.47898770662771e-17Beroepsinschakelingstijd[t] + 3.58669125618525e-17`<25jaar`[t] -1.39402177395349e-17`inactiviteitsduur>=2jaar`[t] + 7.17283440373363e-15t + 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) | 9.4137083078822e-13 | 0 | 0.0974 | 0.922675 | 0.461338 |
| Maand | -1.47595426624539e-13 | 0 | -1.2379 | 0.219657 | 0.109829 |
| Mannen | 1 | 0 | 21401038154812640 | 0 | 0 |
| Vrouwen | 1 | 0 | 10652127813383282 | 0 | 0 |
| Beroepsinschakelingstijd | -4.47898770662771e-17 | 0 | -0.2788 | 0.781186 | 0.390593 |
| `<25jaar` | 3.58669125618525e-17 | 0 | 0.1755 | 0.861183 | 0.430591 |
| `inactiviteitsduur>=2jaar` | -1.39402177395349e-17 | 0 | -0.18 | 0.857626 | 0.428813 |
| t | 7.17283440373363e-15 | 0 | 0.1718 | 0.8641 | 0.43205 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 1 |
| R-squared | 1 |
| Adjusted R-squared | 1 |
| F-TEST (value) | 1.42206312158218e+33 |
| F-TEST (DF numerator) | 7 |
| F-TEST (DF denominator) | 74 |
| p-value | 0 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 2.96609822227017e-12 |
| Sum Squared Residuals | 6.51032661147417e-22 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 593408 | 593408 | 2.55715235934046e-12 |
| 2 | 590072 | 590072 | -3.66841821136246e-12 |
| 3 | 579799 | 579799 | -6.77512014677269e-12 |
| 4 | 574205 | 574205 | 1.10901440347244e-12 |
| 5 | 572775 | 572775 | 6.71921694953023e-13 |
| 6 | 572942 | 572942 | 2.07276078128211e-12 |
| 7 | 619567 | 619567 | -2.17124966790969e-12 |
| 8 | 625809 | 625809 | 4.77177846808738e-12 |
| 9 | 619916 | 619916 | 7.11500597491201e-13 |
| 10 | 587625 | 587625 | -7.72612207897412e-13 |
| 11 | 565742 | 565742 | 2.07584595131347e-12 |
| 12 | 557274 | 557274 | 3.0865164581175e-12 |
| 13 | 560576 | 560576 | -2.9744519454831e-12 |
| 14 | 548854 | 548854 | 4.44129430260775e-13 |
| 15 | 531673 | 531673 | 5.55806261677864e-12 |
| 16 | 525919 | 525919 | 2.32542016904326e-12 |
| 17 | 511038 | 511038 | -4.93639490885267e-12 |
| 18 | 498662 | 498662 | -9.39693590881579e-13 |
| 19 | 555362 | 555362 | -1.30392916682593e-12 |
| 20 | 564591 | 564591 | 1.62895514793291e-12 |
| 21 | 541657 | 541657 | 1.10925254101627e-12 |
| 22 | 527070 | 527070 | -5.63091085567483e-13 |
| 23 | 509846 | 509846 | -1.12878950677365e-12 |
| 24 | 514258 | 514258 | -3.1881938801679e-12 |
| 25 | 516922 | 516922 | -1.89091339078173e-12 |
| 26 | 507561 | 507561 | -6.46113291217981e-12 |
| 27 | 492622 | 492622 | 3.88466502268353e-12 |
| 28 | 490243 | 490243 | -1.52824014951081e-12 |
| 29 | 469357 | 469357 | 5.65304729271949e-13 |
| 30 | 477580 | 477580 | 4.7279302802607e-12 |
| 31 | 528379 | 528379 | 3.72430520493513e-13 |
| 32 | 533590 | 533590 | 5.26279647537249e-12 |
| 33 | 517945 | 517945 | -2.61707656062913e-12 |
| 34 | 506174 | 506174 | -4.46694846370702e-12 |
| 35 | 501866 | 501866 | 2.35238835120785e-12 |
| 36 | 516141 | 516141 | -5.81159538516802e-12 |
| 37 | 528222 | 528222 | 1.39649274803002e-12 |
| 38 | 532638 | 532638 | -1.01595769114373e-12 |
| 39 | 536322 | 536322 | 4.3386651401734e-12 |
| 40 | 536535 | 536535 | 3.64675085671263e-12 |
| 41 | 523597 | 523597 | -1.18357522518201e-13 |
| 42 | 536214 | 536214 | 2.81084475304837e-12 |
| 43 | 586570 | 586570 | 5.36387408164691e-13 |
| 44 | 596594 | 596594 | -3.93224315401959e-12 |
| 45 | 580523 | 580523 | 2.76662806824343e-12 |
| 46 | 564478 | 564478 | 2.40373147162542e-13 |
| 47 | 557560 | 557560 | 3.35464648986456e-13 |
| 48 | 575093 | 575093 | 9.5140954387913e-13 |
| 49 | 580112 | 580112 | 1.35561947913281e-12 |
| 50 | 574761 | 574761 | 2.57294963935637e-13 |
| 51 | 563250 | 563250 | 3.72913537854299e-12 |
| 52 | 551531 | 551531 | -4.49440660509059e-12 |
| 53 | 537034 | 537034 | 3.31311022018511e-12 |
| 54 | 544686 | 544686 | -3.45365021569055e-12 |
| 55 | 600991 | 600991 | -3.21317975531877e-12 |
| 56 | 604378 | 604378 | -2.50862477066281e-12 |
| 57 | 586111 | 586111 | 1.60195188021646e-12 |
| 58 | 563668 | 563668 | 1.75515916523813e-13 |
| 59 | 548604 | 548604 | -5.20063485328935e-13 |
| 60 | 551174 | 551174 | 1.18870266856567e-12 |
| 61 | 555654 | 555654 | -4.02504052318761e-12 |
| 62 | 547970 | 547970 | -3.02468885139813e-12 |
| 63 | 540324 | 540324 | -1.79065207576988e-12 |
| 64 | 530577 | 530577 | 2.63903441860621e-12 |
| 65 | 520579 | 520579 | -1.70185335433088e-12 |
| 66 | 518654 | 518654 | -2.36549344906039e-12 |
| 67 | 572273 | 572273 | 1.35944884380749e-12 |
| 68 | 581302 | 581302 | 1.7218860648738e-12 |
| 69 | 563280 | 563280 | 6.48972883939262e-14 |
| 70 | 547612 | 547612 | -1.21815142741375e-12 |
| 71 | 538712 | 538712 | -3.2950394970703e-12 |
| 72 | 540735 | 540735 | 1.17411132002661e-12 |
| 73 | 561649 | 561649 | 4.30497726240926e-13 |
| 74 | 558685 | 558685 | -2.52133853397567e-12 |
| 75 | 545732 | 545732 | 3.4600407808643e-12 |
| 76 | 536352 | 536352 | 1.96832855546434e-12 |
| 77 | 527676 | 527676 | 2.75798860957874e-12 |
| 78 | 530455 | 530455 | 3.24672617883863e-12 |
| 79 | 581744 | 581744 | 2.59748148739761e-13 |
| 80 | 598714 | 598714 | -2.29104999620485e-12 |
| 81 | 583775 | 583775 | 2.44999180086631e-12 |
| 82 | 571477 | 571477 | -2.77723046752798e-12 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 11 | 0.358381334444931 | 0.716762668889863 | 0.641618665555069 |
| 12 | 0.254444537858234 | 0.508889075716469 | 0.745555462141766 |
| 13 | 6.81095620470535e-06 | 1.36219124094107e-05 | 0.999993189043795 |
| 14 | 1 | 1.18155884953006e-44 | 5.9077942476503e-45 |
| 15 | 1.54969680353781e-07 | 3.09939360707562e-07 | 0.99999984503032 |
| 16 | 0.046627439847549 | 0.093254879695098 | 0.953372560152451 |
| 17 | 3.06159569962952e-12 | 6.12319139925905e-12 | 0.999999999996938 |
| 18 | 1.11842609122259e-10 | 2.23685218244517e-10 | 0.999999999888157 |
| 19 | 1.54652874210453e-12 | 3.09305748420906e-12 | 0.999999999998453 |
| 20 | 3.77278405134619e-12 | 7.54556810269238e-12 | 0.999999999996227 |
| 21 | 1 | 4.53306654520095e-40 | 2.26653327260048e-40 |
| 22 | 0.996111631431722 | 0.0077767371365555 | 0.00388836856827775 |
| 23 | 1.88614371455646e-10 | 3.77228742911293e-10 | 0.999999999811386 |
| 24 | 0.966873089703932 | 0.0662538205921367 | 0.0331269102960684 |
| 25 | 3.45332596989798e-13 | 6.90665193979595e-13 | 0.999999999999655 |
| 26 | 5.50074916273364e-10 | 1.10014983254673e-09 | 0.999999999449925 |
| 27 | 0.99877875961675 | 0.00244248076650082 | 0.00122124038325041 |
| 28 | 2.6715348968014e-13 | 5.3430697936028e-13 | 0.999999999999733 |
| 29 | 2.25174118137436e-17 | 4.50348236274872e-17 | 1 |
| 30 | 0.95158727931082 | 0.0968254413783605 | 0.0484127206891802 |
| 31 | 1 | 3.43780270929222e-34 | 1.71890135464611e-34 |
| 32 | 2.71005283857726e-14 | 5.42010567715452e-14 | 0.999999999999973 |
| 33 | 1 | 1.92194071151165e-28 | 9.60970355755826e-29 |
| 34 | 0.788443805981416 | 0.423112388037169 | 0.211556194018584 |
| 35 | 0.883535296370238 | 0.232929407259525 | 0.116464703629762 |
| 36 | 0.85544510979368 | 0.289109780412639 | 0.14455489020632 |
| 37 | 0.999987141858756 | 2.57162824875233e-05 | 1.28581412437617e-05 |
| 38 | 1 | 8.99473996677878e-35 | 4.49736998338939e-35 |
| 39 | 1 | 5.29127189147655e-33 | 2.64563594573828e-33 |
| 40 | 1 | 4.48639395407763e-24 | 2.24319697703881e-24 |
| 41 | 1 | 2.81675938438738e-33 | 1.40837969219369e-33 |
| 42 | 0.293710659375124 | 0.587421318750248 | 0.706289340624876 |
| 43 | 1.76276633824326e-24 | 3.52553267648651e-24 | 1 |
| 44 | 0.451196638690015 | 0.90239327738003 | 0.548803361309985 |
| 45 | 0.999921143225377 | 0.000157713549246756 | 7.88567746233779e-05 |
| 46 | 0.999998904518151 | 2.19096369828849e-06 | 1.09548184914425e-06 |
| 47 | 0.999999999868059 | 2.63882675611683e-10 | 1.31941337805842e-10 |
| 48 | 1 | 2.90623563324437e-25 | 1.45311781662219e-25 |
| 49 | 0.999944849317774 | 0.000110301364452012 | 5.51506822260058e-05 |
| 50 | 1 | 4.0453396571767e-26 | 2.02266982858835e-26 |
| 51 | 1 | 1.82941520147421e-20 | 9.14707600737103e-21 |
| 52 | 3.01486384737622e-27 | 6.02972769475244e-27 | 1 |
| 53 | 0.909105263505138 | 0.181789472989725 | 0.0908947364948623 |
| 54 | 0.12663715057386 | 0.25327430114772 | 0.87336284942614 |
| 55 | 0.197039391466326 | 0.394078782932651 | 0.802960608533674 |
| 56 | 8.3107431310656e-24 | 1.66214862621312e-23 | 1 |
| 57 | 2.01255825696788e-37 | 4.02511651393577e-37 | 1 |
| 58 | 1.9337786420489e-29 | 3.86755728409781e-29 | 1 |
| 59 | 1 | 2.60064634043967e-21 | 1.30032317021983e-21 |
| 60 | 0.00489525738867036 | 0.00979051477734071 | 0.99510474261133 |
| 61 | 0.99999999999993 | 1.39422392880142e-13 | 6.97111964400711e-14 |
| 62 | 1 | 1.11424931029831e-16 | 5.57124655149155e-17 |
| 63 | 0.910014388553516 | 0.179971222892967 | 0.0899856114464836 |
| 64 | 0.469706859489774 | 0.939413718979547 | 0.530293140510226 |
| 65 | 0.895996925756606 | 0.208006148486789 | 0.104003074243394 |
| 66 | 0.890215957495222 | 0.219568085009555 | 0.109784042504778 |
| 67 | 0.985561660113379 | 0.0288766797732425 | 0.0144383398866213 |
| 68 | 7.87914728530322e-12 | 1.57582945706064e-11 | 0.999999999992121 |
| 69 | 3.31819005743354e-18 | 6.63638011486707e-18 | 1 |
| 70 | 1.30961492552616e-12 | 2.61922985105232e-12 | 0.99999999999869 |
| 71 | 0.999920126070635 | 0.000159747858730534 | 7.9873929365267e-05 |
| Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
| Description | # significant tests | % significant tests | OK/NOK |
| 1% type I error level | 43 | 0.704918032786885 | NOK |
| 5% type I error level | 44 | 0.721311475409836 | NOK |
| 10% type I error level | 47 | 0.770491803278688 | NOK |
