# Isotonic Distributional Regression (IDR)

## Documentation for package ‘isodistrreg’ version 0.1.0

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

## Help Pages

isodistrreg-package | Isotonic distributional regression (IDR)
bscore | Brier score for forecast probability of threshold exceedance
cdf | Cumulative distribution function (CDF) of IDR or raw forecasts
cdf.data.frame | Cumulative distribution function (CDF) of IDR or raw forecasts
cdf.idr | Cumulative distribution function (CDF) of IDR or raw forecasts
crps | Continuous ranked probability score (CRPS)
crps.data.frame | Continuous ranked probability score (CRPS)
crps.idr | Continuous ranked probability score (CRPS)
dindexm | Distributional index model (DIM)
idr | Fit IDR to training data
idrbag | Compute IDR predictions with (su)bagging
pit | Probability integral transform (PIT)
pit.data.frame | Probability integral transform (PIT)
pit.idr | Probability integral transform (PIT)
plot.idr | Plot IDR predictions
predict.dindexfit | Predict method for distributional index model (DIM)
predict.idrfit | Predict method for IDR fits
qpred | Quantile function of IDR or raw forecasts
qpred.data.frame | Quantile function of IDR or raw forecasts
qpred.idr | Quantile function of IDR or raw forecasts
qscore | Quantile scores for IDR or raw forecasts
rain | Frankfurt airport precipitation data