Multiple Linear Regression - Estimated Regression Equation |
Y[t] = + 131.918918918919 -8.72447447447446X[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) | 131.918918918919 | 2.819962 | 46.7804 | 0 | 0 |
X | -8.72447447447446 | 4.015628 | -2.1726 | 0.033148 | 0.016574 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.249677596603614 |
R-squared | 0.062338902245757 |
Adjusted R-squared | 0.0491324079111902 |
F-TEST (value) | 4.72032173463253 |
F-TEST (DF numerator) | 1 |
F-TEST (DF denominator) | 71 |
p-value | 0.0331476117092382 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 17.1531607753953 |
Sum Squared Residuals | 20890.3956456456 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 140 | 131.918918918919 | 8.08108108108071 |
2 | 132 | 123.194444444444 | 8.80555555555558 |
3 | 117 | 123.194444444444 | -6.19444444444445 |
4 | 114 | 131.918918918919 | -17.9189189189189 |
5 | 113 | 131.918918918919 | -18.9189189189189 |
6 | 110 | 131.918918918919 | -21.9189189189189 |
7 | 107 | 123.194444444444 | -16.1944444444444 |
8 | 103 | 123.194444444444 | -20.1944444444444 |
9 | 98 | 123.194444444444 | -25.1944444444444 |
10 | 98 | 131.918918918919 | -33.9189189189189 |
11 | 137 | 131.918918918919 | 5.08108108108109 |
12 | 148 | 123.194444444444 | 24.8055555555556 |
13 | 147 | 123.194444444444 | 23.8055555555556 |
14 | 139 | 131.918918918919 | 7.0810810810811 |
15 | 130 | 123.194444444444 | 6.80555555555555 |
16 | 128 | 131.918918918919 | -3.91891891891891 |
17 | 127 | 131.918918918919 | -4.91891891891891 |
18 | 123 | 131.918918918919 | -8.91891891891891 |
19 | 118 | 123.194444444444 | -5.19444444444445 |
20 | 114 | 131.918918918919 | -17.9189189189189 |
21 | 108 | 123.194444444444 | -15.1944444444444 |
22 | 111 | 131.918918918919 | -20.9189189189189 |
23 | 151 | 131.918918918919 | 19.0810810810811 |
24 | 159 | 131.918918918919 | 27.0810810810811 |
25 | 158 | 123.194444444444 | 34.8055555555556 |
26 | 148 | 123.194444444444 | 24.8055555555556 |
27 | 138 | 123.194444444444 | 14.8055555555556 |
28 | 137 | 131.918918918919 | 5.08108108108109 |
29 | 136 | 131.918918918919 | 4.08108108108109 |
30 | 133 | 131.918918918919 | 1.08108108108109 |
31 | 126 | 131.918918918919 | -5.91891891891891 |
32 | 120 | 123.194444444444 | -3.19444444444445 |
33 | 114 | 123.194444444444 | -9.19444444444445 |
34 | 116 | 131.918918918919 | -15.9189189189189 |
35 | 153 | 131.918918918919 | 21.0810810810811 |
36 | 162 | 131.918918918919 | 30.0810810810811 |
37 | 161 | 131.918918918919 | 29.0810810810811 |
38 | 149 | 131.918918918919 | 17.0810810810811 |
39 | 139 | 123.194444444444 | 15.8055555555556 |
40 | 135 | 131.918918918919 | 3.08108108108109 |
41 | 130 | 131.918918918919 | -1.91891891891891 |
42 | 127 | 131.918918918919 | -4.91891891891891 |
43 | 122 | 123.194444444444 | -1.19444444444445 |
44 | 117 | 123.194444444444 | -6.19444444444445 |
45 | 112 | 123.194444444444 | -11.1944444444444 |
46 | 113 | 131.918918918919 | -18.9189189189189 |
47 | 149 | 131.918918918919 | 17.0810810810811 |
48 | 157 | 131.918918918919 | 25.0810810810811 |
49 | 157 | 123.194444444444 | 33.8055555555556 |
50 | 147 | 123.194444444444 | 23.8055555555556 |
51 | 137 | 123.194444444444 | 13.8055555555556 |
52 | 132 | 131.918918918919 | 0.0810810810810906 |
53 | 125 | 131.918918918919 | -6.9189189189189 |
54 | 123 | 123.194444444444 | -0.194444444444446 |
55 | 117 | 123.194444444444 | -6.19444444444445 |
56 | 114 | 123.194444444444 | -9.19444444444445 |
57 | 111 | 131.918918918919 | -20.9189189189189 |
58 | 112 | 123.194444444444 | -11.1944444444444 |
59 | 144 | 131.918918918919 | 12.0810810810811 |
60 | 150 | 131.918918918919 | 18.0810810810811 |
61 | 149 | 123.194444444444 | 25.8055555555556 |
62 | 134 | 123.194444444444 | 10.8055555555556 |
63 | 123 | 123.194444444444 | -0.194444444444446 |
64 | 116 | 123.194444444444 | -7.19444444444445 |
65 | 117 | 131.918918918919 | -14.9189189189189 |
66 | 111 | 123.194444444444 | -12.1944444444444 |
67 | 105 | 123.194444444444 | -18.1944444444444 |
68 | 102 | 123.194444444444 | -21.1944444444444 |
69 | 95 | 123.194444444444 | -28.1944444444444 |
70 | 93 | 123.194444444444 | -30.1944444444444 |
71 | 124 | 131.918918918919 | -7.91891891891891 |
72 | 130 | 131.918918918919 | -1.91891891891891 |
73 | 124 | 123.194444444444 | 0.805555555555554 |