morf: Modified Ordered Random Forest

Nonparametric estimator of the ordered choice model using random forests. 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]
MaintainerRiccardo Di Francesco <difrancesco.riccardo96@gmail.com>
LicenseGPL-3
Version1.0.0
URL https://riccardo-df.github.io/morf/
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("morf")

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morf documentation built on March 31, 2023, 8:14 p.m.