predtoolsTS: Time Series Prediction Tools
Makes the time series prediction easier by automatizing this process
using four main functions: prep(), modl(), pred() and postp(). Features different
preprocessing methods to homogenize variance and to remove trend and seasonality.
Also has the potential to bring together different predictive models to make comparatives.
Features ARIMA and Data Mining Regression models (using caret).
| Version: |
0.1.1 |
| Imports: |
caret, forecast, graphics, methods, Metrics, stats, TSPred, tseries, utils |
| Published: |
2018-04-29 |
| DOI: |
10.32614/CRAN.package.predtoolsTS |
| Author: |
Alberto Vico Moreno [aut, cre],
Antonio Jesus Rivera Rivas [aut, ths],
Maria Dolores Perez Godoy [aut, ths] |
| Maintainer: |
Alberto Vico Moreno <avm00016 at red.ujaen.es> |
| License: |
GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: |
https://github.com/avm00016/predtoolsTS |
| NeedsCompilation: |
no |
| CRAN checks: |
predtoolsTS results |
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