Multiple Linear Regression - Estimated Regression Equation |
y[t] = + 121.086956521739 + 7.9400705052879x[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) | 121.086956521739 | 2.112778 | 57.3117 | 0 | 0 |
x | 7.9400705052879 | 3.576069 | 2.2203 | 0.028566 | 0.014283 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.212737912240693 |
R-squared | 0.0452574193045288 |
Adjusted R-squared | 0.036077202182457 |
F-TEST (value) | 4.92988550300376 |
F-TEST (DF numerator) | 1 |
F-TEST (DF denominator) | 104 |
p-value | 0.0285657456080748 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 17.5500523870143 |
Sum Squared Residuals | 32032.4512338425 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 128 | 121.086956521739 | 6.91304347826062 |
2 | 123 | 121.086956521739 | 1.91304347826087 |
3 | 118 | 121.086956521739 | -3.08695652173913 |
4 | 112 | 121.086956521739 | -9.08695652173913 |
5 | 105 | 121.086956521739 | -16.0869565217391 |
6 | 102 | 121.086956521739 | -19.0869565217391 |
7 | 131 | 121.086956521739 | 9.91304347826087 |
8 | 149 | 121.086956521739 | 27.9130434782609 |
9 | 145 | 121.086956521739 | 23.9130434782609 |
10 | 132 | 121.086956521739 | 10.9130434782609 |
11 | 122 | 121.086956521739 | 0.913043478260873 |
12 | 119 | 121.086956521739 | -2.08695652173913 |
13 | 116 | 121.086956521739 | -5.08695652173913 |
14 | 111 | 121.086956521739 | -10.0869565217391 |
15 | 104 | 121.086956521739 | -17.0869565217391 |
16 | 100 | 121.086956521739 | -21.0869565217391 |
17 | 93 | 121.086956521739 | -28.0869565217391 |
18 | 91 | 121.086956521739 | -30.0869565217391 |
19 | 119 | 121.086956521739 | -2.08695652173913 |
20 | 139 | 121.086956521739 | 17.9130434782609 |
21 | 134 | 121.086956521739 | 12.9130434782609 |
22 | 124 | 121.086956521739 | 2.91304347826087 |
23 | 113 | 121.086956521739 | -8.08695652173913 |
24 | 109 | 121.086956521739 | -12.0869565217391 |
25 | 109 | 121.086956521739 | -12.0869565217391 |
26 | 106 | 121.086956521739 | -15.0869565217391 |
27 | 101 | 121.086956521739 | -20.0869565217391 |
28 | 98 | 121.086956521739 | -23.0869565217391 |
29 | 93 | 121.086956521739 | -28.0869565217391 |
30 | 91 | 121.086956521739 | -30.0869565217391 |
31 | 122 | 121.086956521739 | 0.913043478260873 |
32 | 139 | 121.086956521739 | 17.9130434782609 |
33 | 140 | 129.027027027027 | 10.9729729729730 |
34 | 132 | 129.027027027027 | 2.97297297297297 |
35 | 117 | 129.027027027027 | -12.0270270270270 |
36 | 114 | 129.027027027027 | -15.0270270270270 |
37 | 113 | 129.027027027027 | -16.0270270270270 |
38 | 110 | 129.027027027027 | -19.0270270270270 |
39 | 107 | 129.027027027027 | -22.0270270270270 |
40 | 103 | 129.027027027027 | -26.0270270270270 |
41 | 98 | 129.027027027027 | -31.027027027027 |
42 | 98 | 129.027027027027 | -31.027027027027 |
43 | 137 | 129.027027027027 | 7.97297297297297 |
44 | 148 | 129.027027027027 | 18.9729729729730 |
45 | 147 | 129.027027027027 | 17.9729729729730 |
46 | 139 | 129.027027027027 | 9.97297297297297 |
47 | 130 | 129.027027027027 | 0.972972972972972 |
48 | 128 | 129.027027027027 | -1.02702702702703 |
49 | 127 | 129.027027027027 | -2.02702702702703 |
50 | 123 | 129.027027027027 | -6.02702702702703 |
51 | 118 | 129.027027027027 | -11.0270270270270 |
52 | 114 | 129.027027027027 | -15.0270270270270 |
53 | 108 | 129.027027027027 | -21.0270270270270 |
54 | 111 | 129.027027027027 | -18.0270270270270 |
55 | 151 | 129.027027027027 | 21.9729729729730 |
56 | 159 | 129.027027027027 | 29.972972972973 |
57 | 158 | 129.027027027027 | 28.972972972973 |
58 | 148 | 129.027027027027 | 18.9729729729730 |
59 | 138 | 129.027027027027 | 8.97297297297297 |
60 | 137 | 129.027027027027 | 7.97297297297297 |
61 | 136 | 129.027027027027 | 6.97297297297297 |
62 | 133 | 129.027027027027 | 3.97297297297297 |
63 | 126 | 129.027027027027 | -3.02702702702703 |
64 | 120 | 129.027027027027 | -9.02702702702703 |
65 | 114 | 129.027027027027 | -15.0270270270270 |
66 | 116 | 129.027027027027 | -13.0270270270270 |
67 | 153 | 129.027027027027 | 23.9729729729730 |
68 | 162 | 129.027027027027 | 32.972972972973 |
69 | 161 | 129.027027027027 | 31.972972972973 |
70 | 149 | 121.086956521739 | 27.9130434782609 |
71 | 139 | 121.086956521739 | 17.9130434782609 |
72 | 135 | 121.086956521739 | 13.9130434782609 |
73 | 130 | 121.086956521739 | 8.91304347826087 |
74 | 127 | 121.086956521739 | 5.91304347826087 |
75 | 122 | 121.086956521739 | 0.913043478260873 |
76 | 117 | 121.086956521739 | -4.08695652173913 |
77 | 112 | 121.086956521739 | -9.08695652173913 |
78 | 113 | 121.086956521739 | -8.08695652173913 |
79 | 149 | 121.086956521739 | 27.9130434782609 |
80 | 157 | 121.086956521739 | 35.9130434782609 |
81 | 157 | 121.086956521739 | 35.9130434782609 |
82 | 147 | 121.086956521739 | 25.9130434782609 |
83 | 137 | 121.086956521739 | 15.9130434782609 |
84 | 132 | 121.086956521739 | 10.9130434782609 |
85 | 125 | 121.086956521739 | 3.91304347826087 |
86 | 123 | 121.086956521739 | 1.91304347826087 |
87 | 117 | 121.086956521739 | -4.08695652173913 |
88 | 114 | 121.086956521739 | -7.08695652173913 |
89 | 111 | 121.086956521739 | -10.0869565217391 |
90 | 112 | 121.086956521739 | -9.08695652173913 |
91 | 144 | 121.086956521739 | 22.9130434782609 |
92 | 150 | 121.086956521739 | 28.9130434782609 |
93 | 149 | 121.086956521739 | 27.9130434782609 |
94 | 134 | 121.086956521739 | 12.9130434782609 |
95 | 123 | 121.086956521739 | 1.91304347826087 |
96 | 116 | 121.086956521739 | -5.08695652173913 |
97 | 117 | 121.086956521739 | -4.08695652173913 |
98 | 111 | 121.086956521739 | -10.0869565217391 |
99 | 105 | 121.086956521739 | -16.0869565217391 |
100 | 102 | 121.086956521739 | -19.0869565217391 |
101 | 95 | 121.086956521739 | -26.0869565217391 |
102 | 93 | 121.086956521739 | -28.0869565217391 |
103 | 124 | 121.086956521739 | 2.91304347826087 |
104 | 130 | 121.086956521739 | 8.91304347826087 |
105 | 124 | 121.086956521739 | 2.91304347826087 |
106 | 115 | 121.086956521739 | -6.08695652173913 |