CRAN/E | ocf

ocf

Ordered Correlation Forest

Installation

About

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.

riccardo-df.github.io/ocf/

Key Metrics

Version 1.0.0
R ≥ 3.4.0
Published 2023-09-14 227 days ago
Needs compilation? yes
License GPL-3
CRAN checks ocf results

Downloads

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Maintainer

Maintainer

Riccardo Di Francesco

difrancesco.riccardo96@gmail.com

Authors

Riccardo Di Francesco

aut / cre / cph

Material

README
NEWS
Reference manual
Package source

Vignettes

ocf

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-develnot available

x86_64

r-releasenot available

x86_64

r-oldrelnot available

x86_64

Depends

R ≥ 3.4.0

Imports

Rcpp
Matrix
stats
utils
stringr
orf
glmnet
ranger

Suggests

knitr
rmarkdown
testthat ≥ 3.0.0

LinkingTo

Rcpp
RcppEigen