Multiple Linear Regression - Estimated Regression Equation |
y[t] = + 1.43003248862898 + 0.0482638076673166x1[t] + 0.0991111111111114x2[t] + 0.0189941902687001x3[t] + 0.00338198983297022x4[t] + 4.93827160493712e-05t + 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) | 1.43003248862898 | 0.000954 | 1498.3538 | 0 | 0 |
x1 | 0.0482638076673166 | 0.001756 | 27.4797 | 0 | 0 |
x2 | 0.0991111111111114 | 0.001805 | 54.9206 | 0 | 0 |
x3 | 0.0189941902687001 | 0.002102 | 9.0381 | 0 | 0 |
x4 | 0.00338198983297022 | 0.00017 | 19.8418 | 0 | 0 |
t | 4.93827160493712e-05 | 6e-05 | 0.8168 | 0.41697 | 0.208485 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.99919822867573 |
R-squared | 0.998397100188717 |
Adjusted R-squared | 0.998275668384832 |
F-TEST (value) | 8221.87489806031 |
F-TEST (DF numerator) | 5 |
F-TEST (DF denominator) | 66 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 0.0032190288701928 |
Sum Squared Residuals | 0.000683901693230893 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 1.43 | 1.43008187134503 | -8.18713450259677e-05 |
2 | 1.43 | 1.43013125406108 | -0.000131254061078909 |
3 | 1.43 | 1.43018063677713 | -0.000180636777128172 |
4 | 1.43 | 1.43023001949318 | -0.000230019493177653 |
5 | 1.43 | 1.43027940220923 | -0.000279402209227011 |
6 | 1.43 | 1.43032878492528 | -0.000328784925276395 |
7 | 1.43 | 1.43037816764133 | -0.000378167641325766 |
8 | 1.43 | 1.43042755035738 | -0.000427550357375137 |
9 | 1.43 | 1.43047693307342 | -0.000476933073424509 |
10 | 1.43 | 1.43052631578947 | -0.00052631578947388 |
11 | 1.43 | 1.43057569850552 | -0.000575698505523251 |
12 | 1.43 | 1.43062508122157 | -0.000625081221572622 |
13 | 1.43 | 1.43067446393762 | -0.000674463937621993 |
14 | 1.43 | 1.43072384665367 | -0.000723846653671364 |
15 | 1.43 | 1.43077322936972 | -0.000773229369720735 |
16 | 1.43 | 1.43082261208577 | -0.000822612085770107 |
17 | 1.43 | 1.43087199480182 | -0.000871994801819478 |
18 | 1.43 | 1.43092137751787 | -0.000921377517868849 |
19 | 1.44 | 1.43097076023392 | 0.0090292397660818 |
20 | 1.48 | 1.47928395061728 | 0.000716049382715882 |
21 | 1.48 | 1.47933333333333 | 0.000666666666666511 |
22 | 1.48 | 1.47938271604938 | 0.00061728395061714 |
23 | 1.48 | 1.47943209876543 | 0.000567901234567768 |
24 | 1.48 | 1.47948148148148 | 0.000518518518518397 |
25 | 1.48 | 1.47953086419753 | 0.000469135802469026 |
26 | 1.48 | 1.47958024691358 | 0.000419753086419655 |
27 | 1.48 | 1.47962962962963 | 0.000370370370370284 |
28 | 1.48 | 1.47967901234568 | 0.000320987654320913 |
29 | 1.48 | 1.47972839506173 | 0.000271604938271541 |
30 | 1.48 | 1.47977777777778 | 0.00022222222222217 |
31 | 1.48 | 1.47982716049383 | 0.000172839506172799 |
32 | 1.48 | 1.47987654320988 | 0.000123456790123428 |
33 | 1.48 | 1.47992592592593 | 7.40740740740567e-05 |
34 | 1.48 | 1.47997530864198 | 2.46913580246856e-05 |
35 | 1.48 | 1.48002469135802 | -2.46913580246856e-05 |
36 | 1.48 | 1.48007407407407 | -7.40740740740568e-05 |
37 | 1.48 | 1.48012345679012 | -0.000123456790123428 |
38 | 1.48 | 1.48017283950617 | -0.000172839506172799 |
39 | 1.48 | 1.48022222222222 | -0.000222222222222170 |
40 | 1.48 | 1.48027160493827 | -0.000271604938271542 |
41 | 1.48 | 1.48032098765432 | -0.000320987654320913 |
42 | 1.48 | 1.48037037037037 | -0.000370370370370284 |
43 | 1.48 | 1.48041975308642 | -0.000419753086419655 |
44 | 1.48 | 1.48046913580247 | -0.000469135802469026 |
45 | 1.48 | 1.48051851851852 | -0.000518518518518397 |
46 | 1.48 | 1.48056790123457 | -0.000567901234567768 |
47 | 1.48 | 1.48061728395062 | -0.00061728395061714 |
48 | 1.48 | 1.48066666666667 | -0.00066666666666651 |
49 | 1.48 | 1.48071604938272 | -0.000716049382715882 |
50 | 1.57 | 1.57987654320988 | -0.00987654320987658 |
51 | 1.58 | 1.57992592592593 | 7.40740740740561e-05 |
52 | 1.58 | 1.57997530864198 | 2.46913580246850e-05 |
53 | 1.58 | 1.58002469135802 | -2.46913580246862e-05 |
54 | 1.58 | 1.58007407407407 | -7.40740740740574e-05 |
55 | 1.59 | 1.58012345679012 | 0.00987654320987658 |
56 | 1.6 | 1.60254901960784 | -0.00254901960784314 |
57 | 1.6 | 1.60598039215686 | -0.00598039215686273 |
58 | 1.61 | 1.60941176470588 | 0.000588235294117677 |
59 | 1.61 | 1.61284313725490 | -0.00284313725490192 |
60 | 1.61 | 1.61627450980392 | -0.00627450980392151 |
61 | 1.62 | 1.61970588235294 | 0.000294117647058906 |
62 | 1.63 | 1.62313725490196 | 0.00686274509803911 |
63 | 1.63 | 1.62656862745098 | 0.00343137254901952 |
64 | 1.64 | 1.63 | 0.00999999999999994 |
65 | 1.64 | 1.63343137254902 | 0.00656862745098034 |
66 | 1.64 | 1.63686274509804 | 0.00313725490196075 |
67 | 1.64 | 1.64029411764706 | -0.000294117647058843 |
68 | 1.64 | 1.64372549019608 | -0.00372549019607844 |
69 | 1.65 | 1.64715686274510 | 0.00284313725490198 |
70 | 1.65 | 1.65058823529412 | -0.000588235294117624 |
71 | 1.65 | 1.65401960784314 | -0.00401960784313721 |
72 | 1.65 | 1.65745098039216 | -0.00745098039215681 |