Multiple Linear Regression - Estimated Regression Equation |
us/ch[t] = + 2.12223630074824 -0.739709174515459`eu/us`[t] -0.00576694633241188M1[t] -0.00420520137950503M2[t] -0.00751996652078331M3[t] -0.00491705826593794M4[t] -0.0139582215678761M5[t] -0.00208836698061838M6[t] -0.00284200229917509M7[t] -0.00643763991690697M8[t] -0.00719127523546378M9[t] -0.0134927293628865M10[t] + 0.00520581650969082M11[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) | 2.12223630074824 | 0.029143 | 72.8224 | 0 | 0 |
`eu/us` | -0.739709174515459 | 0.02018 | -36.6552 | 0 | 0 |
M1 | -0.00576694633241188 | 0.006744 | -0.8552 | 0.397554 | 0.198777 |
M2 | -0.00420520137950503 | 0.006749 | -0.6231 | 0.53674 | 0.26837 |
M3 | -0.00751996652078331 | 0.006776 | -1.1098 | 0.27373 | 0.136865 |
M4 | -0.00491705826593794 | 0.0068 | -0.7231 | 0.473822 | 0.236911 |
M5 | -0.0139582215678761 | 0.00679 | -2.0558 | 0.04637 | 0.023185 |
M6 | -0.00208836698061838 | 0.007151 | -0.2921 | 0.771756 | 0.385878 |
M7 | -0.00284200229917509 | 0.007127 | -0.3988 | 0.69217 | 0.346085 |
M8 | -0.00643763991690697 | 0.007157 | -0.8995 | 0.373745 | 0.186873 |
M9 | -0.00719127523546378 | 0.007131 | -1.0085 | 0.319279 | 0.15964 |
M10 | -0.0134927293628865 | 0.007123 | -1.8943 | 0.065433 | 0.032717 |
M11 | 0.00520581650969082 | 0.007116 | 0.7315 | 0.468724 | 0.234362 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.985890236124104 |
R-squared | 0.971979557684841 |
Adjusted R-squared | 0.963573424990293 |
F-TEST (value) | 115.627434517572 |
F-TEST (DF numerator) | 12 |
F-TEST (DF denominator) | 40 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 0.0100479264421602 |
Sum Squared Residuals | 0.00403843303148252 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 1.08 | 1.08827360183934 | -0.0082736018393383 |
2 | 1.12 | 1.12682080551802 | -0.00682080551802011 |
3 | 1.12 | 1.13090313212190 | -0.0109031321218965 |
4 | 1.16 | 1.15569731561221 | 0.00430268438779416 |
5 | 1.16 | 1.16145033580058 | -0.00145033580057686 |
6 | 1.16 | 1.16592309864268 | -0.00592309864267999 |
7 | 1.16 | 1.16516946332412 | -0.00516946332412329 |
8 | 1.15 | 1.16897091745155 | -0.018970917451546 |
9 | 1.17 | 1.17561437387814 | -0.00561437387814378 |
10 | 1.16 | 1.17671001149588 | -0.0167100114958757 |
11 | 1.19 | 1.17321728213299 | 0.0167827178670108 |
12 | 1.13 | 1.11623182340722 | 0.0137681765927838 |
13 | 1.14 | 1.13265615231027 | 0.00734384768973188 |
14 | 1.13 | 1.11942371377287 | 0.0105762862271342 |
15 | 1.16 | 1.14569731561221 | 0.0143026843877941 |
16 | 1.17 | 1.15569731561221 | 0.0143026843877942 |
17 | 1.14 | 1.13186196881996 | 0.00813803118004152 |
18 | 1.14 | 1.13633473166206 | 0.00366526833793838 |
19 | 1.11 | 1.11338982110804 | -0.00338982110804092 |
20 | 1.12 | 1.11719127523546 | 0.00280872476453638 |
21 | 1.08 | 1.07945218119113 | 0.000547818808865961 |
22 | 1.07 | 1.06575363531856 | 0.00424636468144326 |
23 | 1.09 | 1.09184927293629 | -0.00184927293628863 |
24 | 1.08 | 1.08664345642660 | -0.00664345642659782 |
25 | 1.08 | 1.08087651009419 | -0.000876510094185937 |
26 | 1.08 | 1.07504116330194 | 0.00495883669806181 |
27 | 1.09 | 1.07912348990581 | 0.0108765100941855 |
28 | 1.08 | 1.08912348990581 | -0.00912348990581447 |
29 | 1.07 | 1.06528814311357 | 0.00471185688643288 |
30 | 1.07 | 1.06976090595567 | 0.000239094044329747 |
31 | 1.07 | 1.06161017889196 | 0.00838982110804105 |
32 | 1.08 | 1.06541163301938 | 0.0145883669806184 |
33 | 1.07 | 1.06465799770082 | 0.00534200229917514 |
34 | 1.06 | 1.05095945182825 | 0.00904054817175244 |
35 | 1.06 | 1.06965799770082 | -0.00965799770082486 |
36 | 1.06 | 1.06445218119113 | -0.00445218119113405 |
37 | 1.04 | 1.03649395962326 | 0.0035060403767416 |
38 | 1.03 | 1.03065861283101 | -0.000658612831010659 |
39 | 1.03 | 1.02734384768973 | 0.00265615231026762 |
40 | 1.04 | 1.03734384768973 | 0.00265615231026766 |
41 | 1.03 | 1.02090559264264 | 0.00909440735736042 |
42 | 1.02 | 1.01798126373959 | 0.00201873626041187 |
43 | 1.01 | 1.00983053667588 | 0.000169463324123155 |
44 | 1.03 | 1.02842617429361 | 0.00157382570639128 |
45 | 1.02 | 1.02027544722990 | -0.000275447229897334 |
46 | 1.01 | 1.00657690135732 | 0.00342309864267997 |
47 | 1.02 | 1.02527544722990 | -0.00527544722989733 |
48 | 1.01 | 1.01267253897505 | -0.00267253897505193 |
49 | 1.02 | 1.02169977613295 | -0.00169977613294923 |
50 | 1.03 | 1.03805570457617 | -0.00805570457616526 |
51 | 1.04 | 1.05693221467035 | -0.0169322146703508 |
52 | 1.04 | 1.05213803118004 | -0.0121380311800415 |
53 | 1.03 | 1.05049395962326 | -0.0204939596232580 |