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 |