Multiple Linear Regression - Estimated Regression Equation |
TIMEin[t] = + 1216.47337957194 -1.15627618132896DATE[t] + 2.19776083284445TEMP[t] -15.4677464579001RAIN[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) | 1216.47337957194 | 3.812191 | 319.1009 | 0 | 0 |
DATE | -1.15627618132896 | 0.17742 | -6.5172 | 4e-06 | 2e-06 |
TEMP | 2.19776083284445 | 0.428965 | 5.1234 | 7.1e-05 | 3.6e-05 |
RAIN | -15.4677464579001 | 4.389084 | -3.5241 | 0.002423 | 0.001212 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.894341065391886 |
R-squared | 0.799845941246293 |
Adjusted R-squared | 0.766486931454009 |
F-TEST (value) | 23.9769089738175 |
F-TEST (DF numerator) | 3 |
F-TEST (DF denominator) | 18 |
p-value | 1.6449488076109e-06 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 6.9272603232592 |
Sum Squared Residuals | 863.764840551621 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 1192 | 1201.11547561226 | -9.11547561225627 |
2 | 1196 | 1190.87375043161 | 5.1262495683922 |
3 | 1183 | 1198.47915887175 | -15.4791588717511 |
4 | 1210 | 1203.70539992509 | 6.29460007491424 |
5 | 1210 | 1208.93142120234 | 1.06857879766291 |
6 | 1218 | 1209.27379813292 | 8.72620186707523 |
7 | 1219 | 1218.16282739028 | 0.837172609722057 |
8 | 1202 | 1192.32804617868 | 9.67195382131707 |
9 | 1195 | 1192.67020333319 | 2.32979666681268 |
10 | 1203 | 1201.55923259054 | 1.4407674094595 |
11 | 1170 | 1177.00807219616 | -7.00807219615532 |
12 | 1189 | 1187.11817737224 | 1.88182262776312 |
13 | 1199 | 1198.04421686189 | 0.955783138105601 |
14 | 1196 | 1200.82852585386 | -4.82852585385554 |
15 | 1189 | 1184.07693880266 | 4.92306119733765 |
16 | 1185 | 1196.97113319462 | -11.9711331946218 |
17 | 1192 | 1188.76663802236 | 3.23336197763935 |
18 | 1188 | 1183.00385513539 | 4.99614486461028 |
19 | 1176 | 1178.46236794323 | -2.46236794323045 |
20 | 1166 | 1163.61617111977 | 2.38382888022559 |
21 | 1176 | 1177.38928427596 | -1.38928427595782 |
22 | 1181 | 1182.61530555321 | -1.61530555320915 |