Multiple Linear Regression - Estimated Regression Equation |
Graan[t] = + 112.45375 + 63.0847115384616Verandering[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) | 112.45375 | 1.506034 | 74.6688 | 0 | 0 |
Verandering | 63.0847115384616 | 4.02814 | 15.661 | 0 | 0 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.854038451045059 |
R-squared | 0.729381675863443 |
Adjusted R-squared | 0.726407848125679 |
F-TEST (value) | 245.266955648135 |
F-TEST (DF numerator) | 1 |
F-TEST (DF denominator) | 91 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 13.4703784279265 |
Sum Squared Residuals | 16512.0496442308 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 102.7 | 112.45375 | -9.75374999999997 |
2 | 103.2 | 112.45375 | -9.25375000000008 |
3 | 105.6 | 112.45375 | -6.85375 |
4 | 103.9 | 112.45375 | -8.55375 |
5 | 107.2 | 112.45375 | -5.25375 |
6 | 100.7 | 112.45375 | -11.75375 |
7 | 92.1 | 112.45375 | -20.35375 |
8 | 90.3 | 112.45375 | -22.15375 |
9 | 93.4 | 112.45375 | -19.05375 |
10 | 98.5 | 112.45375 | -13.95375 |
11 | 100.8 | 112.45375 | -11.65375 |
12 | 102.3 | 112.45375 | -10.15375 |
13 | 104.7 | 112.45375 | -7.75375 |
14 | 101.1 | 112.45375 | -11.35375 |
15 | 101.4 | 112.45375 | -11.05375 |
16 | 99.5 | 112.45375 | -12.95375 |
17 | 98.4 | 112.45375 | -14.05375 |
18 | 96.3 | 112.45375 | -16.15375 |
19 | 100.7 | 112.45375 | -11.75375 |
20 | 101.2 | 112.45375 | -11.25375 |
21 | 100.3 | 112.45375 | -12.15375 |
22 | 97.8 | 112.45375 | -14.65375 |
23 | 97.4 | 112.45375 | -15.05375 |
24 | 98.6 | 112.45375 | -13.85375 |
25 | 99.7 | 112.45375 | -12.75375 |
26 | 99 | 112.45375 | -13.45375 |
27 | 98.1 | 112.45375 | -14.35375 |
28 | 97 | 112.45375 | -15.45375 |
29 | 98.5 | 112.45375 | -13.95375 |
30 | 103.8 | 112.45375 | -8.65375 |
31 | 114.4 | 112.45375 | 1.94625000000001 |
32 | 124.5 | 112.45375 | 12.04625 |
33 | 134.2 | 112.45375 | 21.74625 |
34 | 131.8 | 112.45375 | 19.34625 |
35 | 125.6 | 112.45375 | 13.14625 |
36 | 119.9 | 112.45375 | 7.44625 |
37 | 114.9 | 112.45375 | 2.44625000000001 |
38 | 115.5 | 112.45375 | 3.04625 |
39 | 112.5 | 112.45375 | 0.0462500000000007 |
40 | 111.4 | 112.45375 | -1.05374999999999 |
41 | 115.3 | 112.45375 | 2.84625 |
42 | 110.8 | 112.45375 | -1.65375000000000 |
43 | 103.7 | 112.45375 | -8.75375 |
44 | 111.1 | 112.45375 | -1.35375000000000 |
45 | 113 | 112.45375 | 0.546250000000001 |
46 | 111.2 | 112.45375 | -1.25375000000000 |
47 | 117.6 | 112.45375 | 5.14624999999999 |
48 | 121.7 | 112.45375 | 9.24625 |
49 | 127.3 | 112.45375 | 14.84625 |
50 | 129.8 | 112.45375 | 17.34625 |
51 | 137.1 | 112.45375 | 24.64625 |
52 | 141.4 | 112.45375 | 28.94625 |
53 | 137.4 | 112.45375 | 24.94625 |
54 | 130.7 | 112.45375 | 18.24625 |
55 | 117.2 | 112.45375 | 4.74625 |
56 | 110.8 | 112.45375 | -1.65375000000000 |
57 | 111.4 | 112.45375 | -1.05374999999999 |
58 | 108.2 | 112.45375 | -4.25375 |
59 | 108.8 | 112.45375 | -3.65375 |
60 | 110.2 | 112.45375 | -2.25375000000000 |
61 | 109.5 | 112.45375 | -2.95375 |
62 | 109.5 | 112.45375 | -2.95375 |
63 | 116 | 112.45375 | 3.54625 |
64 | 111.2 | 112.45375 | -1.25375000000000 |
65 | 112.1 | 112.45375 | -0.353750000000005 |
66 | 114 | 112.45375 | 1.54625 |
67 | 119.1 | 112.45375 | 6.64625 |
68 | 114.1 | 112.45375 | 1.64624999999999 |
69 | 115.1 | 112.45375 | 2.64624999999999 |
70 | 115.4 | 112.45375 | 2.94625000000001 |
71 | 110.8 | 112.45375 | -1.65375000000000 |
72 | 116 | 112.45375 | 3.54625 |
73 | 119.2 | 112.45375 | 6.74625 |
74 | 126.5 | 112.45375 | 14.04625 |
75 | 127.8 | 112.45375 | 15.34625 |
76 | 131.3 | 112.45375 | 18.84625 |
77 | 140.3 | 112.45375 | 27.84625 |
78 | 137.3 | 112.45375 | 24.84625 |
79 | 143 | 112.45375 | 30.54625 |
80 | 134.5 | 112.45375 | 22.04625 |
81 | 139.9 | 175.538461538462 | -35.6384615384615 |
82 | 159.3 | 175.538461538462 | -16.2384615384615 |
83 | 170.4 | 175.538461538462 | -5.13846153846154 |
84 | 175 | 175.538461538462 | -0.538461538461545 |
85 | 175.8 | 175.538461538462 | 0.261538461538467 |
86 | 180.9 | 175.538461538462 | 5.36153846153846 |
87 | 180.3 | 175.538461538462 | 4.76153846153847 |
88 | 169.6 | 175.538461538462 | -5.93846153846155 |
89 | 172.3 | 175.538461538462 | -3.23846153846153 |
90 | 184.8 | 175.538461538462 | 9.26153846153847 |
91 | 177.7 | 175.538461538462 | 2.16153846153844 |
92 | 184.6 | 175.538461538462 | 9.06153846153846 |
93 | 211.4 | 175.538461538462 | 35.8615384615385 |