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>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: no
CRAN checks: predtoolsTS results


Reference manual: predtoolsTS.pdf


Package source: predtoolsTS_0.1.1.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): predtoolsTS_0.1.1.tgz, r-oldrel (arm64): predtoolsTS_0.1.1.tgz, r-release (x86_64): predtoolsTS_0.1.1.tgz, r-oldrel (x86_64): predtoolsTS_0.1.1.tgz
Old sources: predtoolsTS archive


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