Man pages for predtoolsTS
Time Series Prediction Tools
| 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 |
