R: Time Series Prediction Tools

# Time Series Prediction Tools

## Documentation for package ‘predtoolsTS’ version 0.1.1

- DESCRIPTION file

## Help Pages

modl | Building predictive models
modl.arima | Automatic ARIMA model
modl.dataMining | Train the data
modl.trControl | Control the splitting to train the data
modl.tsToDataFrame | Ts to data frame transformation
plot.pred | Generic function
plot.prep | Generic function
postp | Post-processing of pre-processed data
postp.deseason.differencing | Undo deseason(differencing)
postp.detrend.differencing | Undo detrend(differencing)
postp.detrend.sfsm | Undo detrend(substracting full-means method)
postp.homogenize.boxcox | Undo Box-Cox transformation
postp.homogenize.log | Undo logarithmic transformation
pred | Predictions
pred.arima | Predicts for ARIMA
pred.compareModels | Compare different predictions
pred.dataMining | Predicts for data mining methods
prep | Automatic pre-preprocessing
prep.check.acf | Autocorrelation function
prep.check.adf | Augmented Dickey-Fuller test
prep.deseason.differencing | Deseason with differencing method
prep.detrend.differencing | Detrend with differencing method
prep.detrend.sfsm | Detrend with "substracting full-season means" method
prep.homogenize.boxcox | Box-Cox transformation
prep.homogenize.log | Logarithmic transformation
print.modl | Generic function
print.pred | Generic function
print.prep | Generic function
summary.modl | Generic function
summary.pred | Generic function
summary.prep | Generic function