| Multiple Linear Regression - Estimated Regression Equation |
| Vrouw[t] = + 8.01790922619047 -0.162552083333333x[t] + 0.25587255084325M1[t] + 0.138983754960317M2[t] -0.0529050409226189M3[t] -0.48697482638889M4[t] -0.649182632688493M5[t] -0.59107142857143M6[t] + 0.392039775545634M7[t] + 0.625150979662699M8[t] + 0.458262183779762M9[t] + 0.385570746527778M10[t] + 0.063332248263889M11[t] + 0.0168887958829365t + 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) | 8.01790922619047 | 0.257842 | 31.0962 | 0 | 0 |
| x | -0.162552083333333 | 0.346189 | -0.4695 | 0.639972 | 0.319986 |
| M1 | 0.25587255084325 | 0.316544 | 0.8083 | 0.421327 | 0.210663 |
| M2 | 0.138983754960317 | 0.316463 | 0.4392 | 0.661731 | 0.330865 |
| M3 | -0.0529050409226189 | 0.3164 | -0.1672 | 0.867633 | 0.433816 |
| M4 | -0.48697482638889 | 0.319377 | -1.5248 | 0.131311 | 0.065656 |
| M5 | -0.649182632688493 | 0.316328 | -2.0522 | 0.043458 | 0.021729 |
| M6 | -0.59107142857143 | 0.316319 | -1.8686 | 0.065386 | 0.032693 |
| M7 | 0.392039775545634 | 0.316328 | 1.2393 | 0.218886 | 0.109443 |
| M8 | 0.625150979662699 | 0.316355 | 1.9761 | 0.051634 | 0.025817 |
| M9 | 0.458262183779762 | 0.3164 | 1.4484 | 0.151473 | 0.075736 |
| M10 | 0.385570746527778 | 0.330533 | 1.1665 | 0.246917 | 0.123459 |
| M11 | 0.063332248263889 | 0.341428 | 0.1855 | 0.853318 | 0.426659 |
| t | 0.0168887958829365 | 0.002386 | 7.0777 | 0 | 0 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.738589178461846 |
| R-squared | 0.545513974540945 |
| Adjusted R-squared | 0.470725134908442 |
| F-TEST (value) | 7.29405586744613 |
| F-TEST (DF numerator) | 13 |
| F-TEST (DF denominator) | 79 |
| p-value | 3.84266307662529e-09 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 0.611185973035292 |
| Sum Squared Residuals | 29.5103151971726 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 8.7 | 8.29067057291669 | 0.409329427083314 |
| 2 | 8.5 | 8.19067057291667 | 0.309329427083333 |
| 3 | 8.2 | 8.01567057291666 | 0.184329427083335 |
| 4 | 8.3 | 7.59848958333333 | 0.701510416666666 |
| 5 | 8 | 7.45317057291667 | 0.546829427083333 |
| 6 | 8.1 | 7.52817057291666 | 0.571829427083335 |
| 7 | 8.7 | 8.52817057291667 | 0.171829427083333 |
| 8 | 9.3 | 8.77817057291666 | 0.521829427083337 |
| 9 | 8.9 | 8.62817057291667 | 0.271829427083334 |
| 10 | 8.8 | 8.57236793154762 | 0.227632068452381 |
| 11 | 8.4 | 8.26701822916667 | 0.132981770833334 |
| 12 | 8.4 | 8.22057477678572 | 0.179425223214285 |
| 13 | 7.3 | 8.4933361235119 | -1.1933361235119 |
| 14 | 7.2 | 8.3933361235119 | -1.19333612351191 |
| 15 | 7 | 8.2183361235119 | -1.21833612351190 |
| 16 | 7 | 7.80115513392857 | -0.80115513392857 |
| 17 | 6.9 | 7.6558361235119 | -0.755836123511903 |
| 18 | 6.9 | 7.7308361235119 | -0.830836123511904 |
| 19 | 7.1 | 8.7308361235119 | -1.63083612351190 |
| 20 | 7.5 | 8.9808361235119 | -1.48083612351190 |
| 21 | 7.4 | 8.8308361235119 | -1.43083612351190 |
| 22 | 8.9 | 8.77503348214286 | 0.124966517857144 |
| 23 | 8.3 | 8.30713169642857 | -0.0071316964285707 |
| 24 | 8.3 | 8.42324032738095 | -0.123240327380952 |
| 25 | 9 | 8.69600167410714 | 0.30399832589286 |
| 26 | 8.9 | 8.59600167410714 | 0.303998325892858 |
| 27 | 8.8 | 8.42100167410714 | 0.378998325892858 |
| 28 | 7.8 | 8.00382068452381 | -0.203820684523809 |
| 29 | 7.8 | 7.85850167410714 | -0.0585016741071427 |
| 30 | 7.8 | 7.93350167410714 | -0.133501674107143 |
| 31 | 9.2 | 8.93350167410714 | 0.266498325892857 |
| 32 | 9.3 | 9.18350167410714 | 0.116498325892857 |
| 33 | 9.2 | 9.03350167410714 | 0.166498325892856 |
| 34 | 8.6 | 8.9776990327381 | -0.377699032738096 |
| 35 | 8.5 | 8.67234933035714 | -0.172349330357143 |
| 36 | 8.5 | 8.62590587797619 | -0.125905877976191 |
| 37 | 9 | 8.89866722470238 | 0.101332775297622 |
| 38 | 9 | 8.79866722470238 | 0.201332775297619 |
| 39 | 8.8 | 8.62366722470238 | 0.176332775297620 |
| 40 | 8 | 8.20648623511905 | -0.206486235119047 |
| 41 | 7.9 | 8.06116722470238 | -0.161167224702380 |
| 42 | 8.1 | 8.13616722470238 | -0.0361672247023817 |
| 43 | 9.3 | 9.13616722470238 | 0.16383277529762 |
| 44 | 9.4 | 9.38616722470238 | 0.0138327752976187 |
| 45 | 9.4 | 9.23616722470238 | 0.163832775297619 |
| 46 | 9.3 | 9.0178125 | 0.282187500000001 |
| 47 | 9 | 8.87501488095238 | 0.124985119047619 |
| 48 | 9.1 | 8.82857142857143 | 0.271428571428571 |
| 49 | 9.7 | 9.10133277529762 | 0.598667224702383 |
| 50 | 9.7 | 9.00133277529762 | 0.69866722470238 |
| 51 | 9.6 | 8.82633277529762 | 0.77366722470238 |
| 52 | 8.3 | 8.40915178571429 | -0.109151785714285 |
| 53 | 8.2 | 8.26383277529762 | -0.0638327752976198 |
| 54 | 8.4 | 8.33883277529762 | 0.0611672247023809 |
| 55 | 10.6 | 9.33883277529762 | 1.26116722470238 |
| 56 | 10.9 | 9.58883277529762 | 1.31116722470238 |
| 57 | 10.9 | 9.43883277529762 | 1.46116722470238 |
| 58 | 9.6 | 9.38303013392857 | 0.216969866071428 |
| 59 | 9.3 | 9.07768043154762 | 0.222319568452381 |
| 60 | 9.3 | 9.03123697916667 | 0.268763020833333 |
| 61 | 9.6 | 9.30399832589285 | 0.296001674107145 |
| 62 | 9.5 | 9.20399832589286 | 0.296001674107143 |
| 63 | 9.5 | 9.02899832589286 | 0.471001674107142 |
| 64 | 9 | 8.61181733630952 | 0.388182663690476 |
| 65 | 8.9 | 8.46649832589286 | 0.433501674107143 |
| 66 | 9 | 8.54149832589286 | 0.458501674107142 |
| 67 | 10.1 | 9.54149832589286 | 0.558501674107143 |
| 68 | 10.2 | 9.79149832589286 | 0.408501674107142 |
| 69 | 10.2 | 9.64149832589286 | 0.558501674107142 |
| 70 | 9.5 | 9.58569568452381 | -0.0856956845238098 |
| 71 | 9.3 | 9.28034598214286 | 0.0196540178571431 |
| 72 | 9.3 | 9.2339025297619 | 0.0660974702380949 |
| 73 | 9.4 | 9.5066638764881 | -0.106663876488092 |
| 74 | 9.3 | 9.4066638764881 | -0.106663876488095 |
| 75 | 9.1 | 9.2316638764881 | -0.131663876488096 |
| 76 | 9 | 8.81448288690476 | 0.185517113095237 |
| 77 | 8.9 | 8.6691638764881 | 0.230836123511905 |
| 78 | 9 | 8.7441638764881 | 0.255836123511904 |
| 79 | 9.8 | 9.7441638764881 | 0.0558361235119051 |
| 80 | 10 | 9.9941638764881 | 0.00583612351190393 |
| 81 | 9.8 | 9.8441638764881 | -0.0441638764880953 |
| 82 | 9.4 | 9.78836123511905 | -0.388361235119048 |
| 83 | 9 | 9.32045944940476 | -0.320459449404763 |
| 84 | 8.9 | 9.43656808035714 | -0.536568080357144 |
| 85 | 9.3 | 9.70932942708333 | -0.40932942708333 |
| 86 | 9.1 | 9.60932942708333 | -0.509329427083334 |
| 87 | 8.8 | 9.43432942708333 | -0.634329427083334 |
| 88 | 8.9 | 8.85459635416667 | 0.0454036458333332 |
| 89 | 8.7 | 8.87182942708333 | -0.171829427083335 |
| 90 | 8.6 | 8.94682942708334 | -0.346829427083335 |
| 91 | 9.1 | 9.94682942708333 | -0.846829427083334 |
| 92 | 9.3 | 10.1968294270833 | -0.896829427083334 |
| 93 | 8.9 | 10.0468294270833 | -1.14682942708333 |
