ocf: Ordered Correlation Forest

Nonparametric estimator for ordered non-numeric outcomes. The estimator modifies a standard random forest splitting criterion to build a collection of forests, each estimating the conditional probability of a single class. The package also implements a nonparametric estimator of the covariates’ marginal effects.

Package details

AuthorRiccardo Di Francesco [aut, cre, cph]
MaintainerRiccardo Di Francesco <difrancesco.riccardo96@gmail.com>
URL https://riccardo-df.github.io/ocf/
Package repositoryView on CRAN
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ocf documentation built on Sept. 15, 2023, 1:06 a.m.