Multiple Linear Regression - Estimated Regression Equation |
Y[t] = + 1.43052631578947 + 0.0494736842105260x1[t] + 0.107514450867052x2[t] + 0.00442593222260001x3[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) | 1.43052631578947 | 0.001096 | 1304.8902 | 0 | 0 |
x1 | 0.0494736842105260 | 0.001401 | 35.3114 | 0 | 0 |
x2 | 0.107514450867052 | 0.001752 | 61.3513 | 0 | 0 |
x3 | 0.00442593222260001 | 0.000173 | 25.6546 | 0 | 0 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.998178686668432 |
R-squared | 0.996360690519116 |
Adjusted R-squared | 0.9962001327479 |
F-TEST (value) | 6205.62108564577 |
F-TEST (DF numerator) | 3 |
F-TEST (DF denominator) | 68 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 0.00477857810284735 |
Sum Squared Residuals | 0.00155276699058083 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 1.43 | 1.43052631578947 | -0.000526315789470217 |
2 | 1.43 | 1.43052631578947 | -0.000526315789473545 |
3 | 1.43 | 1.43052631578947 | -0.000526315789474022 |
4 | 1.43 | 1.43052631578947 | -0.000526315789473954 |
5 | 1.43 | 1.43052631578947 | -0.000526315789473884 |
6 | 1.43 | 1.43052631578947 | -0.000526315789473884 |
7 | 1.43 | 1.43052631578947 | -0.000526315789473884 |
8 | 1.43 | 1.43052631578947 | -0.000526315789473884 |
9 | 1.43 | 1.43052631578947 | -0.000526315789473884 |
10 | 1.43 | 1.43052631578947 | -0.000526315789473884 |
11 | 1.43 | 1.43052631578947 | -0.000526315789473884 |
12 | 1.43 | 1.43052631578947 | -0.000526315789473884 |
13 | 1.43 | 1.43052631578947 | -0.000526315789473884 |
14 | 1.43 | 1.43052631578947 | -0.000526315789473884 |
15 | 1.43 | 1.43052631578947 | -0.000526315789473884 |
16 | 1.43 | 1.43052631578947 | -0.000526315789473884 |
17 | 1.43 | 1.43052631578947 | -0.000526315789473884 |
18 | 1.43 | 1.43052631578947 | -0.000526315789473884 |
19 | 1.44 | 1.43052631578947 | 0.00947368421052612 |
20 | 1.48 | 1.48 | 1.42301535138722e-19 |
21 | 1.48 | 1.48 | 1.42301535138722e-19 |
22 | 1.48 | 1.48 | 1.42301535138722e-19 |
23 | 1.48 | 1.48 | 1.42301535138722e-19 |
24 | 1.48 | 1.48 | 1.42301535138722e-19 |
25 | 1.48 | 1.48 | 1.42301535138722e-19 |
26 | 1.48 | 1.48 | 1.42301535138722e-19 |
27 | 1.48 | 1.48 | 1.42301535138722e-19 |
28 | 1.48 | 1.48 | 1.42301535138722e-19 |
29 | 1.48 | 1.48 | 1.42301535138722e-19 |
30 | 1.48 | 1.48 | 1.42301535138722e-19 |
31 | 1.48 | 1.48 | 1.42301535138722e-19 |
32 | 1.48 | 1.48 | 1.42301535138722e-19 |
33 | 1.48 | 1.48 | 1.42301535138722e-19 |
34 | 1.48 | 1.48 | 1.42301535138722e-19 |
35 | 1.48 | 1.48 | 1.42301535138722e-19 |
36 | 1.48 | 1.48 | 1.42301535138722e-19 |
37 | 1.48 | 1.48 | 1.42301535138722e-19 |
38 | 1.48 | 1.48 | 1.42301535138722e-19 |
39 | 1.48 | 1.48 | 1.42301535138722e-19 |
40 | 1.48 | 1.48 | 1.42301535138722e-19 |
41 | 1.48 | 1.48 | 1.42301535138722e-19 |
42 | 1.48 | 1.48 | 1.42301535138722e-19 |
43 | 1.48 | 1.48 | 1.42301535138722e-19 |
44 | 1.48 | 1.48 | 1.42301535138722e-19 |
45 | 1.48 | 1.48 | 1.42301535138722e-19 |
46 | 1.48 | 1.48 | 1.42301535138722e-19 |
47 | 1.48 | 1.48 | 1.42301535138722e-19 |
48 | 1.48 | 1.48 | 1.42301535138722e-19 |
49 | 1.48 | 1.48 | 1.42301535138722e-19 |
50 | 1.57 | 1.58751445086705 | -0.0175144508670520 |
51 | 1.58 | 1.58751445086705 | -0.00751445086705203 |
52 | 1.58 | 1.58751445086705 | -0.00751445086705203 |
53 | 1.58 | 1.58751445086705 | -0.00751445086705203 |
54 | 1.58 | 1.58751445086705 | -0.00751445086705203 |
55 | 1.59 | 1.58751445086705 | 0.00248554913294797 |
56 | 1.6 | 1.59194038308965 | 0.00805961691034797 |
57 | 1.6 | 1.59636631531225 | 0.00363368468774796 |
58 | 1.61 | 1.60079224753485 | 0.00920775246514796 |
59 | 1.61 | 1.60521817975745 | 0.00478182024254795 |
60 | 1.61 | 1.60964411198005 | 0.000355888019947941 |
61 | 1.62 | 1.61407004420265 | 0.00592995579734794 |
62 | 1.63 | 1.61849597642525 | 0.0115040235747477 |
63 | 1.63 | 1.62292190864785 | 0.00707809135214771 |
64 | 1.64 | 1.62734784087045 | 0.0126521591295477 |
65 | 1.64 | 1.63177377309305 | 0.0082262269069477 |
66 | 1.64 | 1.63619970531565 | 0.00380029468434769 |
67 | 1.64 | 1.64062563753825 | -0.000625637538252325 |
68 | 1.64 | 1.64505156976085 | -0.00505156976085233 |
69 | 1.65 | 1.64947750198345 | 0.000522498016547664 |
70 | 1.65 | 1.65390343420605 | -0.00390343420605234 |
71 | 1.65 | 1.65832936642865 | -0.00832936642865235 |
72 | 1.65 | 1.66275529865125 | -0.0127552986512524 |