Multiple Linear Regression - Estimated Regression Equation |
y[t] = + 15964.8714285714 + 1921.31357142857x[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) | 15964.8714285714 | 407.612063 | 39.1668 | 0 | 0 |
x | 1921.31357142857 | 503.363766 | 3.8169 | 0.000326 | 0.000163 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.44500879133961 |
R-squared | 0.198032824369540 |
Adjusted R-squared | 0.184440160375804 |
F-TEST (value) | 14.5690958343995 |
F-TEST (DF numerator) | 1 |
F-TEST (DF denominator) | 59 |
p-value | 0.000326356023198859 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 1867.91313463446 |
Sum Squared Residuals | 205856869.233857 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 15761.3 | 15964.8714285714 | -203.571428571383 |
2 | 16943 | 15964.8714285714 | 978.128571428568 |
3 | 15070.3 | 15964.8714285714 | -894.571428571431 |
4 | 13659.6 | 15964.8714285714 | -2305.27142857143 |
5 | 14768.9 | 15964.8714285714 | -1195.97142857143 |
6 | 14725.1 | 15964.8714285714 | -1239.77142857143 |
7 | 15998.1 | 15964.8714285714 | 33.2285714285698 |
8 | 15370.6 | 15964.8714285714 | -594.27142857143 |
9 | 14956.9 | 15964.8714285714 | -1007.97142857143 |
10 | 15469.7 | 15964.8714285714 | -495.17142857143 |
11 | 15101.8 | 15964.8714285714 | -863.071428571431 |
12 | 11703.7 | 15964.8714285714 | -4261.17142857143 |
13 | 16283.6 | 15964.8714285714 | 318.72857142857 |
14 | 16726.5 | 15964.8714285714 | 761.62857142857 |
15 | 14968.9 | 15964.8714285714 | -995.97142857143 |
16 | 14861 | 17886.185 | -3025.185 |
17 | 14583.3 | 17886.185 | -3302.885 |
18 | 15305.8 | 17886.185 | -2580.385 |
19 | 17903.9 | 17886.185 | 17.7150000000012 |
20 | 16379.4 | 15964.8714285714 | 414.528571428569 |
21 | 15420.3 | 15964.8714285714 | -544.571428571431 |
22 | 17870.5 | 17886.185 | -15.6850000000003 |
23 | 15912.8 | 17886.185 | -1973.385 |
24 | 13866.5 | 17886.185 | -4019.685 |
25 | 17823.2 | 17886.185 | -62.9849999999996 |
26 | 17872 | 17886.185 | -14.1850000000003 |
27 | 17420.4 | 17886.185 | -465.784999999999 |
28 | 16704.4 | 17886.185 | -1181.785 |
29 | 15991.2 | 17886.185 | -1894.985 |
30 | 16583.6 | 17886.185 | -1302.58500000000 |
31 | 19123.5 | 17886.185 | 1237.315 |
32 | 17838.7 | 17886.185 | -47.4849999999996 |
33 | 17209.4 | 17886.185 | -676.784999999999 |
34 | 18586.5 | 17886.185 | 700.315 |
35 | 16258.1 | 17886.185 | -1628.085 |
36 | 15141.6 | 17886.185 | -2744.585 |
37 | 19202.1 | 17886.185 | 1315.915 |
38 | 17746.5 | 17886.185 | -139.685000000000 |
39 | 19090.1 | 15964.8714285714 | 3125.22857142857 |
40 | 18040.3 | 15964.8714285714 | 2075.42857142857 |
41 | 17515.5 | 17886.185 | -370.685 |
42 | 17751.8 | 15964.8714285714 | 1786.92857142857 |
43 | 21072.4 | 15964.8714285714 | 5107.52857142857 |
44 | 17170 | 17886.185 | -716.185 |
45 | 19439.5 | 17886.185 | 1553.315 |
46 | 19795.4 | 17886.185 | 1909.215 |
47 | 17574.9 | 17886.185 | -311.284999999999 |
48 | 16165.4 | 17886.185 | -1720.785 |
49 | 19464.6 | 17886.185 | 1578.41500000000 |
50 | 19932.1 | 17886.185 | 2045.91500000000 |
51 | 19961.2 | 17886.185 | 2075.015 |
52 | 17343.4 | 17886.185 | -542.784999999999 |
53 | 18924.2 | 17886.185 | 1038.015 |
54 | 18574.1 | 17886.185 | 687.914999999998 |
55 | 21350.6 | 17886.185 | 3464.415 |
56 | 18840.1 | 17886.185 | 953.914999999998 |
57 | 20304.8 | 17886.185 | 2418.615 |
58 | 21132.4 | 17886.185 | 3246.215 |
59 | 19753.9 | 17886.185 | 1867.715 |
60 | 18009.9 | 17886.185 | 123.715000000001 |
61 | 20390.4 | 17886.185 | 2504.215 |