| Multiple Linear Regression - Estimated Regression Equation |
| M[t] = + 0.8414664187967 + 0.683065915557792V[t] + 0.221323580627898x[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) | 0.8414664187967 | 0.74177 | 1.1344 | 0.259638 | 0.129819 |
| V | 0.683065915557792 | 0.083475 | 8.1828 | 0 | 0 |
| x | 0.221323580627898 | 0.343797 | 0.6438 | 0.521366 | 0.260683 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.654525601329131 |
| R-squared | 0.428403762795261 |
| Adjusted R-squared | 0.415701624190711 |
| F-TEST (value) | 33.7269003380117 |
| F-TEST (DF numerator) | 2 |
| F-TEST (DF denominator) | 90 |
| p-value | 1.17225118501096e-11 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 0.672625893279218 |
| Sum Squared Residuals | 40.71830330787 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 6.4 | 6.78413988414947 | -0.384139884149473 |
| 2 | 6.3 | 6.64752670103793 | -0.347526701037931 |
| 3 | 6 | 6.44260692637059 | -0.442606926370593 |
| 4 | 5.3 | 6.51091351792637 | -1.21091351792637 |
| 5 | 5.2 | 6.30599374325903 | -1.10599374325903 |
| 6 | 5.1 | 6.37430033481481 | -1.27430033481481 |
| 7 | 5.4 | 6.78413988414949 | -1.38413988414949 |
| 8 | 5.8 | 7.19397943348416 | -1.39397943348416 |
| 9 | 5.6 | 6.92075306726105 | -1.32075306726105 |
| 10 | 5.6 | 6.85244647570527 | -1.25244647570527 |
| 11 | 5.4 | 6.57922010948215 | -1.17922010948215 |
| 12 | 5.4 | 6.57922010948215 | -1.17922010948215 |
| 13 | 5.5 | 5.82784760236858 | -0.32784760236858 |
| 14 | 5.5 | 5.7595410108128 | -0.259541010812801 |
| 15 | 5.3 | 5.62292782770124 | -0.322927827701243 |
| 16 | 5.7 | 5.62292782770124 | 0.0770721722987576 |
| 17 | 5.6 | 5.55462123614546 | 0.0453787638545361 |
| 18 | 5.5 | 5.55462123614546 | -0.0546212361454636 |
| 19 | 5.6 | 5.69123441925702 | -0.091234419257022 |
| 20 | 5.9 | 5.96446078548014 | -0.0644607854801381 |
| 21 | 6 | 5.89615419392436 | 0.103845806075641 |
| 22 | 7 | 6.92075306726105 | 0.0792469327389527 |
| 23 | 6.6 | 6.73223709855427 | -0.132237098554270 |
| 24 | 6.6 | 6.51091351792637 | 0.0890864820736272 |
| 25 | 6.3 | 6.98905965881683 | -0.689059658816826 |
| 26 | 6.3 | 6.92075306726105 | -0.620753067261047 |
| 27 | 6.3 | 6.85244647570527 | -0.552446475705269 |
| 28 | 6.3 | 6.16938056014748 | 0.130619439852524 |
| 29 | 6.2 | 6.16938056014748 | 0.0306194398525243 |
| 30 | 6.2 | 6.16938056014748 | 0.0306194398525243 |
| 31 | 6.3 | 7.12567284192838 | -0.825672841928384 |
| 32 | 6.4 | 7.19397943348416 | -0.793979433484164 |
| 33 | 6.4 | 7.12567284192838 | -0.725672841928384 |
| 34 | 7.8 | 6.71583329259371 | 1.08416670740629 |
| 35 | 7.7 | 6.64752670103793 | 1.05247329896207 |
| 36 | 7.7 | 6.64752670103793 | 1.05247329896207 |
| 37 | 7.7 | 6.98905965881683 | 0.710940341183174 |
| 38 | 7.7 | 6.98905965881683 | 0.710940341183174 |
| 39 | 7.6 | 6.85244647570527 | 0.747553524294731 |
| 40 | 7.5 | 6.30599374325903 | 1.19400625674097 |
| 41 | 7.4 | 6.23768715170326 | 1.16231284829675 |
| 42 | 7.4 | 6.37430033481481 | 1.02569966518519 |
| 43 | 7.5 | 7.19397943348416 | 0.306020566515836 |
| 44 | 7.6 | 7.26228602503994 | 0.337713974960056 |
| 45 | 7.6 | 7.26228602503994 | 0.337713974960056 |
| 46 | 8.1 | 7.41530301411206 | 0.684696985887938 |
| 47 | 7.8 | 6.98905965881683 | 0.810940341183174 |
| 48 | 8 | 7.0573662503726 | 0.942633749627395 |
| 49 | 7.9 | 7.46720579970728 | 0.43279420029272 |
| 50 | 7.9 | 7.46720579970728 | 0.43279420029272 |
| 51 | 7.8 | 7.3988992081515 | 0.401100791848499 |
| 52 | 6.7 | 6.51091351792637 | 0.189086482073628 |
| 53 | 6.6 | 6.44260692637059 | 0.157393073629407 |
| 54 | 6.6 | 6.57922010948215 | 0.0207798905178482 |
| 55 | 7.7 | 8.0819651237093 | -0.381965123709293 |
| 56 | 7.9 | 8.28688489837663 | -0.386884898376630 |
| 57 | 8 | 8.28688489837663 | -0.286884898376631 |
| 58 | 7.7 | 7.3988992081515 | 0.301100791848499 |
| 59 | 7.5 | 7.19397943348416 | 0.306020566515836 |
| 60 | 7.6 | 7.19397943348416 | 0.406020566515835 |
| 61 | 7.8 | 7.3988992081515 | 0.401100791848499 |
| 62 | 7.8 | 7.33059261659572 | 0.469407383404278 |
| 63 | 7.7 | 7.33059261659572 | 0.369407383404278 |
| 64 | 7.4 | 6.98905965881683 | 0.410940341183174 |
| 65 | 7.5 | 6.92075306726105 | 0.579246932738953 |
| 66 | 7.2 | 6.98905965881683 | 0.210940341183174 |
| 67 | 7.5 | 7.7404321659304 | -0.240432165930397 |
| 68 | 7.6 | 7.80873875748618 | -0.208738757486176 |
| 69 | 7.6 | 7.80873875748618 | -0.208738757486176 |
| 70 | 7.8 | 7.33059261659572 | 0.469407383404278 |
| 71 | 7.7 | 7.19397943348416 | 0.506020566515836 |
| 72 | 7.7 | 7.19397943348416 | 0.506020566515836 |
| 73 | 8.2 | 7.26228602503994 | 0.937713974960056 |
| 74 | 8.2 | 7.19397943348416 | 1.00602056651584 |
| 75 | 8.1 | 7.0573662503726 | 1.04263374962739 |
| 76 | 7.8 | 6.98905965881683 | 0.810940341183174 |
| 77 | 7.8 | 6.92075306726105 | 0.879246932738953 |
| 78 | 7.7 | 6.98905965881683 | 0.710940341183174 |
| 79 | 6.7 | 7.53551239126306 | -0.83551239126306 |
| 80 | 6.7 | 7.67212557437462 | -0.972125574374618 |
| 81 | 6.7 | 7.53551239126306 | -0.83551239126306 |
| 82 | 7.2 | 7.26228602503994 | -0.062286025039943 |
| 83 | 6.9 | 7.21038323944472 | -0.310383239444723 |
| 84 | 6.8 | 6.92075306726105 | -0.120753067261047 |
| 85 | 7.2 | 7.19397943348416 | 0.00602056651583593 |
| 86 | 7.1 | 7.0573662503726 | 0.0426337496273944 |
| 87 | 6.9 | 6.85244647570527 | 0.047553524294732 |
| 88 | 6.9 | 7.14207664788894 | -0.242076647888944 |
| 89 | 6.7 | 6.78413988414949 | -0.084139884149488 |
| 90 | 6.5 | 6.71583329259371 | -0.215833292593709 |
| 91 | 6.6 | 7.0573662503726 | -0.457366250372606 |
| 92 | 6.6 | 7.19397943348416 | -0.593979433484165 |
| 93 | 6.5 | 6.92075306726105 | -0.420753067261047 |
