Forecasts for CPI
Point forecasts for CPI | ||||||
Forecasting horizon | ARIMA | ARIMA(1,1) | ETS | TBATS | LASSO | RANGER |
August | 100,58 | 99,83 | 99,70 | 99,87 | 99,78 | 100,06 |
September | 100,58 | 100,16 | 100,01 | 100,10 | 100,18 | 100,16 |
October | 100,58 | 100,39 | 100,21 | 100,48 | 100,55 | 100,45 |
November | 100,58 | 100,48 | 100,34 | 100,47 | 100,54 | 100,77 |
December | 100,58 | 100,69 | 100,63 | 100,80 | 100,97 | 101,12 |
January | 100,58 | 100,93 | 100,95 | 101,09 | 101,26 | 101,28 |
Mean Absolute Error (MAE) values are presented below:
Mean absolute error (MAE) | ||||||
Forecasting horizon | ARIMA | ARIMA(1,1) | ETS | TBATS | LASSO | RANGER |
1 month | 0,39 | 0,19 | 0,24 | 0,20 | 0,26 | 0,23 |
2 months | 0,39 | 0,24 | 0,28 | 0,30 | 0,37 | 0,23 |
3 months | 0,40 | 0,31 | 0,32 | 0,38 | 0,47 | 0,27 |
4 months | 0,40 | 0,33 | 0,27 | 0,41 | 0,54 | 0,30 |
5 months | 0,41 | 0,37 | 0,24 | 0,35 | 0,59 | 0,30 |
6 months | 0,41 | 0,38 | 0,32 | 0,38 | 0,68 | 0,33 |
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