| Multiple Linear Regression - Estimated Regression Equation |
| y[t] = + 104.805040713455 + 8.11457929430014x[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) | 104.805040713455 | 2.251438 | 46.5503 | 0 | 0 |
| x | 8.11457929430014 | 1.318307 | 6.1553 | 0 | 0 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.62859047461288 |
| R-squared | 0.395125984774045 |
| Adjusted R-squared | 0.384697122442563 |
| F-TEST (value) | 37.8877361897150 |
| F-TEST (DF numerator) | 1 |
| F-TEST (DF denominator) | 58 |
| p-value | 7.54743660902335e-08 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 8.64304404088527 |
| Sum Squared Residuals | 4332.72819697558 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 99.9 | 104.805040713455 | -4.90504071345533 |
| 2 | 98.2 | 104.805040713455 | -6.60504071345484 |
| 3 | 104.5 | 104.805040713455 | -0.305040713454791 |
| 4 | 100.8 | 104.805040713455 | -4.00504071345479 |
| 5 | 101.5 | 104.805040713455 | -3.30504071345479 |
| 6 | 103.9 | 104.805040713455 | -0.905040713454786 |
| 7 | 99.6 | 104.805040713455 | -5.2050407134548 |
| 8 | 98.4 | 104.805040713455 | -6.40504071345479 |
| 9 | 112.7 | 104.805040713455 | 7.89495928654521 |
| 10 | 118.4 | 104.805040713455 | 13.5949592865452 |
| 11 | 108.1 | 104.805040713455 | 3.2949592865452 |
| 12 | 105.4 | 104.805040713455 | 0.594959286545214 |
| 13 | 114.6 | 104.805040713455 | 9.7949592865452 |
| 14 | 106.9 | 104.805040713455 | 2.09495928654521 |
| 15 | 115.9 | 112.919620007755 | 2.98037999224508 |
| 16 | 109.8 | 112.919620007755 | -3.11962000775493 |
| 17 | 101.8 | 112.919620007755 | -11.1196200077549 |
| 18 | 114.2 | 121.034199302055 | -6.83419930205506 |
| 19 | 110.8 | 121.034199302055 | -10.2341993020551 |
| 20 | 108.4 | 121.034199302055 | -12.6341993020551 |
| 21 | 127.5 | 121.034199302055 | 6.46580069794494 |
| 22 | 128.6 | 121.034199302055 | 7.56580069794493 |
| 23 | 116.6 | 121.034199302055 | -4.43419930205507 |
| 24 | 127.4 | 121.034199302055 | 6.36580069794495 |
| 25 | 105 | 121.034199302055 | -16.0341993020551 |
| 26 | 108.3 | 121.034199302055 | -12.7341993020551 |
| 27 | 125 | 121.034199302055 | 3.96580069794494 |
| 28 | 111.6 | 121.034199302055 | -9.43419930205507 |
| 29 | 106.5 | 121.034199302055 | -14.5341993020551 |
| 30 | 130.3 | 121.034199302055 | 9.26580069794495 |
| 31 | 115 | 121.034199302055 | -6.03419930205506 |
| 32 | 116.1 | 121.034199302055 | -4.93419930205507 |
| 33 | 134 | 121.034199302055 | 12.9658006979449 |
| 34 | 126.5 | 121.034199302055 | 5.46580069794494 |
| 35 | 125.8 | 121.034199302055 | 4.76580069794494 |
| 36 | 136.4 | 121.034199302055 | 15.3658006979449 |
| 37 | 114.9 | 121.034199302055 | -6.13419930205505 |
| 38 | 110.9 | 121.034199302055 | -10.1341993020551 |
| 39 | 125.5 | 121.034199302055 | 4.46580069794494 |
| 40 | 116.8 | 121.034199302055 | -4.23419930205506 |
| 41 | 116.8 | 121.034199302055 | -4.23419930205506 |
| 42 | 125.5 | 121.034199302055 | 4.46580069794494 |
| 43 | 104.2 | 121.034199302055 | -16.8341993020551 |
| 44 | 115.1 | 121.034199302055 | -5.93419930205507 |
| 45 | 132.8 | 121.034199302055 | 11.7658006979450 |
| 46 | 123.3 | 121.034199302055 | 2.26580069794494 |
| 47 | 124.8 | 121.034199302055 | 3.76580069794494 |
| 48 | 122 | 121.034199302055 | 0.96580069794494 |
| 49 | 117.4 | 121.034199302055 | -3.63419930205505 |
| 50 | 117.9 | 121.034199302055 | -3.13419930205505 |
| 51 | 137.4 | 121.034199302055 | 16.3658006979449 |
| 52 | 114.6 | 121.034199302055 | -6.43419930205507 |
| 53 | 124.7 | 121.034199302055 | 3.66580069794494 |
| 54 | 129.6 | 121.034199302055 | 8.56580069794493 |
| 55 | 109.4 | 121.034199302055 | -11.6341993020551 |
| 56 | 120.9 | 121.034199302055 | -0.134199302055055 |
| 57 | 134.9 | 121.034199302055 | 13.8658006979449 |
| 58 | 136.3 | 121.034199302055 | 15.2658006979450 |
| 59 | 133.2 | 121.034199302055 | 12.1658006979449 |
| 60 | 127.2 | 121.034199302055 | 6.16580069794494 |
