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).


Reference manual

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0.1.1 by Alberto Vico Moreno, 4 years ago


Browse source code at https://github.com/cran/predtoolsTS

Authors: Alberto Vico Moreno [aut, cre] , Antonio Jesus Rivera Rivas [aut, ths] , Maria Dolores Perez Godoy [aut, ths]

Documentation:   PDF Manual  

GPL (>= 2) license

Imports caret, forecast, graphics, methods, Metrics, stats, TSPred, tseries, utils

See at CRAN