Isotonic Distributional Regression (IDR)

Distributional regression under stochastic order restrictions for numeric and binary response variables and partially ordered covariates, including right-censored responses via Survival-IDR. See Henzi, Ziegel, Gneiting (2021) and Bladt, Henzi, van den Heuvel, Ziegel (2026) .


Reference manual

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install.packages("isodistrreg")

0.6.0 by Bram van den Heuvel, 2 months ago


https://github.com/AlexanderHenzi/isodistrreg


Report a bug at https://github.com/AlexanderHenzi/isodistrreg/issues


Browse source code at https://github.com/cran/isodistrreg


Authors: Bram van den Heuvel [aut, cre] , Alexander Henzi [aut] , Martin Bladt [aut] , Johanna Ziegel [ths]


Documentation:   PDF Manual  


GPL (>= 2) license


Imports utils

Suggests testthat

System requirements: Cargo (Rust's package manager), rustc


See at CRAN