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).


News

Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.

install.packages("predtoolsTS")

0.1.1 by Alberto Vico Moreno, a year ago


https://github.com/avm00016/predtoolsTS


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