| Multiple Linear Regression - Estimated Regression Equation |
| y[t] = + 104.252941176471 + 8.92531969309463x[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) | 104.252941176471 | 2.146267 | 48.5741 | 0 | 0 |
| x | 8.92531969309463 | 2.830414 | 3.1534 | 0.002292 | 0.001146 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.336257132538942 |
| R-squared | 0.113068859183312 |
| Adjusted R-squared | 0.101697947121559 |
| F-TEST (value) | 9.94369304496108 |
| F-TEST (DF numerator) | 1 |
| F-TEST (DF denominator) | 78 |
| p-value | 0.00229171634194392 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 12.5147825240803 |
| Sum Squared Residuals | 12216.3429667519 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 97.3 | 104.252941176471 | -6.95294117647088 |
| 2 | 101 | 104.252941176471 | -3.25294117647057 |
| 3 | 113.2 | 104.252941176471 | 8.94705882352942 |
| 4 | 101 | 104.252941176471 | -3.25294117647058 |
| 5 | 105.7 | 104.252941176471 | 1.44705882352942 |
| 6 | 113.9 | 104.252941176471 | 9.64705882352943 |
| 7 | 86.4 | 104.252941176471 | -17.8529411764706 |
| 8 | 96.5 | 104.252941176471 | -7.75294117647058 |
| 9 | 103.3 | 104.252941176471 | -0.952941176470584 |
| 10 | 114.9 | 104.252941176471 | 10.6470588235294 |
| 11 | 105.8 | 104.252941176471 | 1.54705882352942 |
| 12 | 94.2 | 104.252941176471 | -10.0529411764706 |
| 13 | 98.4 | 104.252941176471 | -5.85294117647058 |
| 14 | 99.4 | 104.252941176471 | -4.85294117647058 |
| 15 | 108.8 | 104.252941176471 | 4.54705882352942 |
| 16 | 112.6 | 104.252941176471 | 8.34705882352941 |
| 17 | 104.4 | 104.252941176471 | 0.147058823529425 |
| 18 | 112.2 | 104.252941176471 | 7.94705882352942 |
| 19 | 81.1 | 104.252941176471 | -23.1529411764706 |
| 20 | 97.1 | 104.252941176471 | -7.15294117647059 |
| 21 | 112.6 | 104.252941176471 | 8.34705882352941 |
| 22 | 113.8 | 104.252941176471 | 9.54705882352942 |
| 23 | 107.8 | 104.252941176471 | 3.54705882352942 |
| 24 | 103.2 | 104.252941176471 | -1.05294117647058 |
| 25 | 103.3 | 104.252941176471 | -0.952941176470584 |
| 26 | 101.2 | 104.252941176471 | -3.05294117647058 |
| 27 | 107.7 | 104.252941176471 | 3.44705882352942 |
| 28 | 110.4 | 104.252941176471 | 6.14705882352942 |
| 29 | 101.9 | 104.252941176471 | -2.35294117647058 |
| 30 | 115.9 | 104.252941176471 | 11.6470588235294 |
| 31 | 89.9 | 104.252941176471 | -14.3529411764706 |
| 32 | 88.6 | 104.252941176471 | -15.6529411764706 |
| 33 | 117.2 | 104.252941176471 | 12.9470588235294 |
| 34 | 123.9 | 104.252941176471 | 19.6470588235294 |
| 35 | 100 | 113.178260869565 | -13.1782608695652 |
| 36 | 103.6 | 113.178260869565 | -9.57826086956522 |
| 37 | 94.1 | 113.178260869565 | -19.0782608695652 |
| 38 | 98.7 | 113.178260869565 | -14.4782608695652 |
| 39 | 119.5 | 113.178260869565 | 6.32173913043478 |
| 40 | 112.7 | 113.178260869565 | -0.478260869565215 |
| 41 | 104.4 | 113.178260869565 | -8.77826086956521 |
| 42 | 124.7 | 113.178260869565 | 11.5217391304348 |
| 43 | 89.1 | 113.178260869565 | -24.0782608695652 |
| 44 | 97 | 113.178260869565 | -16.1782608695652 |
| 45 | 121.6 | 113.178260869565 | 8.42173913043478 |
| 46 | 118.8 | 113.178260869565 | 5.62173913043478 |
| 47 | 114 | 113.178260869565 | 0.821739130434782 |
| 48 | 111.5 | 113.178260869565 | -1.67826086956522 |
| 49 | 97.2 | 113.178260869565 | -15.9782608695652 |
| 50 | 102.5 | 113.178260869565 | -10.6782608695652 |
| 51 | 113.4 | 113.178260869565 | 0.221739130434788 |
| 52 | 109.8 | 113.178260869565 | -3.37826086956522 |
| 53 | 104.9 | 113.178260869565 | -8.27826086956521 |
| 54 | 126.1 | 113.178260869565 | 12.9217391304348 |
| 55 | 80 | 113.178260869565 | -33.1782608695652 |
| 56 | 96.8 | 113.178260869565 | -16.3782608695652 |
| 57 | 117.2 | 113.178260869565 | 4.02173913043479 |
| 58 | 112.3 | 113.178260869565 | -0.87826086956522 |
| 59 | 117.3 | 113.178260869565 | 4.12173913043478 |
| 60 | 111.1 | 113.178260869565 | -2.07826086956522 |
| 61 | 102.2 | 113.178260869565 | -10.9782608695652 |
| 62 | 104.3 | 113.178260869565 | -8.87826086956522 |
| 63 | 122.9 | 113.178260869565 | 9.72173913043479 |
| 64 | 107.6 | 113.178260869565 | -5.57826086956522 |
| 65 | 121.3 | 113.178260869565 | 8.12173913043478 |
| 66 | 131.5 | 113.178260869565 | 18.3217391304348 |
| 67 | 89 | 113.178260869565 | -24.1782608695652 |
| 68 | 104.4 | 113.178260869565 | -8.77826086956521 |
| 69 | 128.9 | 113.178260869565 | 15.7217391304348 |
| 70 | 135.9 | 113.178260869565 | 22.7217391304348 |
| 71 | 133.3 | 113.178260869565 | 20.1217391304348 |
| 72 | 121.3 | 113.178260869565 | 8.12173913043478 |
| 73 | 120.5 | 113.178260869565 | 7.32173913043478 |
| 74 | 120.4 | 113.178260869565 | 7.22173913043479 |
| 75 | 137.9 | 113.178260869565 | 24.7217391304348 |
| 76 | 126.1 | 113.178260869565 | 12.9217391304348 |
| 77 | 133.2 | 113.178260869565 | 20.0217391304348 |
| 78 | 146.6 | 113.178260869565 | 33.4217391304348 |
| 79 | 103.4 | 113.178260869565 | -9.77826086956521 |
| 80 | 117.2 | 113.178260869565 | 4.02173913043479 |
