Automatic Model Selection and Prediction for Univariate Time Series

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Documentation for package ‘autoTS’ version 0.9.11

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

complete.ts	Creates additional dates and values when NA where removed and the TS is not complete
getBestModel	Determine best algorithm
getFrequency	Determines the decimal frequency of a time series from a character string
my.bats	Fit BATS algorithm and make the prediction
my.ets	Fit ETS algorithm and make the prediction
my.mae	Custom (internal) function for MAE
my.predictions	Make predictions with selected algorithms
my.prophet	Fit prophet algorithm and make the prediction
my.rmse	Custom (internal) function for RMSE
my.sarima	Fit SARIMA algorithm and make the prediction
my.shortterm	Fit short term algorithm and make the prediction
my.stlm	Fit STLM algorithm and make the prediction
my.tbats	Fit TBATS algorithm and make the prediction
prepare.ts	Format 2 vectors in a proper object usable by all algorithms
runUserInterface	Demo graphical user interface