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i have liner regression equatoin i need you to test that on testing set that is provided and tell me r square for the testing
i have liner regression equatoin i need you to test that on testing set that is provided and tell me r square for the testing set.
Coefficients | |
Intercept | 1981.600777 |
February | -0.033331055 |
March | -0.151989982 |
April | -0.215512757 |
May | -0.323797503 |
June | -0.393675233 |
July | -0.498270121 |
August | -0.502950097 |
September | -0.548339368 |
October | -0.565961096 |
November | -0.568751804 |
December | -0.693818133 |
ElantraSales | 1.31093E-05 |
Unemployment | -0.309413897 |
Queries | 0.000804024 |
CPI.Energy | -0.015633618 |
CPI.All | 0.159565087 |
equation
Y=1981.6007770.033331055February0.151989982March0.215512757April0.323797503May0.393675233June0.498270121July0.502950097August0.548339368September0.565961096October0.568751804November0.693818133December+1.31093105ElantraSales0.309413897Unemployment+0.000804024Queries0.015633618CPI.Energy+0.159565087CPI.All0.548339368September0.565961096October0.568751804November0.693818133December+1.31093105ElantraSales0.309413897Unemployment+0.000804024Queries0.015633618CPI.Energy+0.159565087CPI.All |
testing set:
Year | MONTHS | February | March | April | May | June | July | August | September | October | November | December | ElantraSales | Unemployment | Queries | CPI.Energy | CPI.All |
2013 | January | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 12174 | 7.9 | 230 | 242.56 | 231.321 |
2013 | February | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 16219 | 7.7 | 239 | 252.639 | 232.599 |
2013 | March | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 26153 | 7.5 | 313 | 244.598 | 232.075 |
2013 | April | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 24445 | 7.5 | 248 | 238.86 | 231.707 |
2013 | May | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 25090 | 7.5 | 252 | 240.972 | 232.124 |
2013 | June | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 22163 | 7.5 | 320 | 245.412 | 232.86 |
2013 | July | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 23958 | 7.3 | 274 | 245.926 | 233.252 |
2013 | August | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 24700 | 7.2 | 271 | 244.917 | 233.433 |
2013 | September | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 19691 | 7.2 | 298 | 245.566 | 233.743 |
2013 | October | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 14876 | 7.2 | 223 | 243.374 | 233.782 |
2013 | November | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 16751 | 7 | 231 | 242.301 | 234.033 |
2013 | December | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 21692 | 6.7 | 279 | 246.189 | 234.594 |
2014 | January | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 15326 | 6.6 | 232 | 247.575 | 234.933 |
2014 | February | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 16393 | 6.7 | 240 | 246.389 | 235.169 |
use excel and share all formula tab and result, thanks
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