Multiple Linear Regression - Estimated Regression Equation |
y[t] = -0.591894562376485 + 3.95161598776056x[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) | -0.591894562376485 | 0.126746 | -4.6699 | 1.4e-05 | 7e-06 |
x | 3.95161598776056 | 0.23808 | 16.5978 | 0 | 0 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.892965712216058 |
R-squared | 0.797387763193532 |
Adjusted R-squared | 0.794493302667725 |
F-TEST (value) | 275.487523869858 |
F-TEST (DF numerator) | 1 |
F-TEST (DF denominator) | 70 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 0.0351420802494691 |
Sum Squared Residuals | 0.0864476062982087 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 1.43 | 1.42342959138139 | 0.00657040861860759 |
2 | 1.43 | 1.4234295913814 | 0.006570408618601 |
3 | 1.43 | 1.42342959138140 | 0.00657040861860114 |
4 | 1.43 | 1.42342959138140 | 0.00657040861860114 |
5 | 1.43 | 1.42342959138140 | 0.00657040861860114 |
6 | 1.43 | 1.42342959138140 | 0.00657040861860114 |
7 | 1.43 | 1.42342959138140 | 0.00657040861860114 |
8 | 1.43 | 1.42342959138140 | 0.00657040861860114 |
9 | 1.43 | 1.38391343150379 | 0.0460865684962067 |
10 | 1.43 | 1.42342959138140 | 0.00657040861860114 |
11 | 1.43 | 1.42342959138140 | 0.00657040861860114 |
12 | 1.43 | 1.38391343150379 | 0.0460865684962067 |
13 | 1.43 | 1.42342959138140 | 0.00657040861860114 |
14 | 1.43 | 1.42342959138140 | 0.00657040861860114 |
15 | 1.43 | 1.42342959138140 | 0.00657040861860114 |
16 | 1.43 | 1.42342959138140 | 0.00657040861860114 |
17 | 1.43 | 1.46294575125900 | -0.0329457512590045 |
18 | 1.43 | 1.46294575125900 | -0.0329457512590045 |
19 | 1.44 | 1.46294575125900 | -0.0229457512590045 |
20 | 1.48 | 1.50246191113661 | -0.0224619111366100 |
21 | 1.48 | 1.50246191113661 | -0.0224619111366100 |
22 | 1.48 | 1.46294575125900 | 0.0170542487409956 |
23 | 1.48 | 1.46294575125900 | 0.0170542487409956 |
24 | 1.48 | 1.46294575125900 | 0.0170542487409956 |
25 | 1.48 | 1.46294575125900 | 0.0170542487409956 |
26 | 1.48 | 1.46294575125900 | 0.0170542487409956 |
27 | 1.48 | 1.46294575125900 | 0.0170542487409956 |
28 | 1.48 | 1.46294575125900 | 0.0170542487409956 |
29 | 1.48 | 1.46294575125900 | 0.0170542487409956 |
30 | 1.48 | 1.46294575125900 | 0.0170542487409956 |
31 | 1.48 | 1.46294575125900 | 0.0170542487409956 |
32 | 1.48 | 1.50246191113661 | -0.0224619111366100 |
33 | 1.48 | 1.50246191113661 | -0.0224619111366100 |
34 | 1.48 | 1.50246191113661 | -0.0224619111366100 |
35 | 1.48 | 1.54197807101422 | -0.0619780710142156 |
36 | 1.48 | 1.54197807101422 | -0.0619780710142156 |
37 | 1.48 | 1.54197807101422 | -0.0619780710142156 |
38 | 1.48 | 1.54197807101422 | -0.0619780710142156 |
39 | 1.48 | 1.54197807101422 | -0.0619780710142156 |
40 | 1.48 | 1.54197807101422 | -0.0619780710142156 |
41 | 1.48 | 1.54197807101422 | -0.0619780710142156 |
42 | 1.48 | 1.54197807101422 | -0.0619780710142156 |
43 | 1.48 | 1.54197807101422 | -0.0619780710142156 |
44 | 1.48 | 1.54197807101422 | -0.0619780710142156 |
45 | 1.48 | 1.50246191113661 | -0.0224619111366100 |
46 | 1.48 | 1.50246191113661 | -0.0224619111366100 |
47 | 1.48 | 1.50246191113661 | -0.0224619111366100 |
48 | 1.48 | 1.50246191113661 | -0.0224619111366100 |
49 | 1.48 | 1.50246191113661 | -0.0224619111366100 |
50 | 1.57 | 1.54197807101422 | 0.0280219289857845 |
51 | 1.58 | 1.58149423089182 | -0.00149423089182114 |
52 | 1.58 | 1.58149423089182 | -0.00149423089182114 |
53 | 1.58 | 1.58149423089182 | -0.00149423089182114 |
54 | 1.58 | 1.58149423089182 | -0.00149423089182114 |
55 | 1.59 | 1.58149423089182 | 0.00850576910817887 |
56 | 1.6 | 1.58149423089182 | 0.0185057691081789 |
57 | 1.6 | 1.58149423089182 | 0.0185057691081789 |
58 | 1.61 | 1.58149423089182 | 0.0285057691081789 |
59 | 1.61 | 1.62101039076943 | -0.0110103907694267 |
60 | 1.61 | 1.62101039076943 | -0.0110103907694267 |
61 | 1.62 | 1.62101039076943 | -0.00101039076942671 |
62 | 1.63 | 1.62101039076943 | 0.00898960923057308 |
63 | 1.63 | 1.62101039076943 | 0.00898960923057308 |
64 | 1.64 | 1.58149423089182 | 0.0585057691081787 |
65 | 1.64 | 1.62101039076943 | 0.0189896092305731 |
66 | 1.64 | 1.58149423089182 | 0.0585057691081787 |
67 | 1.64 | 1.58149423089182 | 0.0585057691081787 |
68 | 1.64 | 1.62101039076943 | 0.0189896092305731 |
69 | 1.65 | 1.58149423089182 | 0.0685057691081787 |
70 | 1.65 | 1.58149423089182 | 0.0685057691081787 |
71 | 1.65 | 1.58149423089182 | 0.0685057691081787 |
72 | 1.65 | 1.58149423089182 | 0.0685057691081787 |