Time Series Prediction Tools

Documentation for package ‘predtoolsTS’ version 0.1.1

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