Multiple Linear Regression - Estimated Regression Equation |
h[t] = + 47.8203131462657 -0.367047299711292e[t] -21.0384241172281f[t] -0.0112998862209406w[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) | 47.8203131462657 | 34.921373 | 1.3694 | 0.17635 | 0.088175 |
e | -0.367047299711292 | 0.190277 | -1.929 | 0.058803 | 0.029402 |
f | -21.0384241172281 | 19.089932 | -1.1021 | 0.275146 | 0.137573 |
w | -0.0112998862209406 | 0.006886 | -1.6409 | 0.106413 | 0.053207 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.405770367742263 |
R-squared | 0.164649591337691 |
Adjusted R-squared | 0.119898676587925 |
F-TEST (value) | 3.67924526813277 |
F-TEST (DF numerator) | 3 |
F-TEST (DF denominator) | 56 |
p-value | 0.0172336407162850 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 261.206416488339 |
Sum Squared Residuals | 3820812.35282206 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 0 | 47.8203131462658 | -47.8203131462658 |
2 | 0 | -57.3718074398748 | 57.3718074398748 |
3 | 0 | 110.93558549795 | -110.93558549795 |
4 | 0 | 47.8203131462659 | -47.8203131462659 |
5 | 0 | 89.8971613807219 | -89.8971613807219 |
6 | 0 | 26.7818890290377 | -26.7818890290377 |
7 | 0 | 5.74346491180957 | -5.74346491180957 |
8 | 0 | 89.8971613807219 | -89.8971613807219 |
9 | 0 | 89.8971613807219 | -89.8971613807219 |
10 | 0 | 47.8203131462657 | -47.8203131462657 |
11 | 0 | 26.7818890290377 | -26.7818890290377 |
12 | 0 | 89.8971613807219 | -89.8971613807219 |
13 | 173 | -61.426190935357 | 234.426190935357 |
14 | 70 | 12.5429508834219 | 57.457049116578 |
15 | 215 | 163.155033251901 | 51.8449667480989 |
16 | 357 | -52.884817986723 | 409.884817986723 |
17 | 424 | 57.3554184711334 | 366.644581528867 |
18 | -384 | -147.365970063850 | -236.634029936150 |
19 | 123 | -53.7853046997508 | 176.785304699751 |
20 | -138 | 37.1803541284053 | -175.180354128405 |
21 | 195 | 24.1079605487044 | 170.892039451296 |
22 | 135 | 156.429506931631 | -21.4295069316306 |
23 | 19 | 190.277096214731 | -171.277096214731 |
24 | 162 | -65.2894973901305 | 227.289497390130 |
25 | 244 | 159.822544573072 | 84.1774554269282 |
26 | 242 | 13.4471925232186 | 228.552807476781 |
27 | -227 | -9.51440964223795 | -217.485590357762 |
28 | 555 | 125.780304718283 | 429.219695281717 |
29 | -59 | 183.246957695382 | -242.246957695382 |
30 | -18 | -124.315179929480 | 106.315179929480 |
31 | 1155 | 378.907481390538 | 776.092518609462 |
32 | -773 | -183.770102289837 | -589.229897710163 |
33 | 192 | -6.24035855793616 | 198.240358557936 |
34 | 66 | -12.3933627420879 | 78.3933627420879 |
35 | 90 | -5.52223601732551 | 95.5222360173255 |
36 | 54 | 59.1667831868437 | -5.16678318684367 |
37 | -7 | 284.195823649467 | -291.195823649467 |
38 | -348 | -52.214101381603 | -295.785898618397 |
39 | -35 | 131.411394577060 | -166.411394577060 |
40 | -6 | 84.9536601615297 | -90.9536601615297 |
41 | -38 | -75.1861211859261 | 37.1861211859261 |
42 | -89 | 185.524412537423 | -274.524412537423 |
43 | 66 | 17.5908419832035 | 48.4091580167965 |
44 | 106 | 214.334709727055 | -108.334709727055 |
45 | 336 | 145.814752217547 | 190.185247782453 |
46 | -143 | 248.637002497974 | -391.637002497974 |
47 | 4 | 45.6228140281741 | -41.6228140281741 |
48 | 10 | 57.4172563352942 | -47.4172563352942 |
49 | -74 | 6.09776743257379 | -80.0977674325738 |
50 | -126 | 128.070037174551 | -254.070037174551 |
51 | 289 | 91.1908598610763 | 197.809140138924 |
52 | -92 | 148.081322391790 | -240.08132239179 |
53 | 8 | 15.1179406670428 | -7.11794066704278 |
54 | 700 | 20.4019351194129 | 679.598064880587 |
55 | -212 | 258.171467668352 | -470.171467668352 |
56 | 197 | 139.341639182114 | 57.6583608178862 |
57 | 859 | 251.893108983833 | 607.106891016167 |
58 | -52 | 184.976679458315 | -236.976679458315 |
59 | -80 | 101.719429278308 | -181.719429278308 |
60 | 251 | 308.00260738324 | -57.0026073832402 |