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roseRF

The roseRF package can be used to estimate RObust Semiparametric Efficient (ROSE) estimators for parameters in the partially parameteric model.

Installation

The development version can be installed from GitHub with:

# install.packages("devtools")
devtools::install_github("elliot-young/roseRF")

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Version

Install

install.packages('roseRF')

Monthly Downloads

153

Version

0.1.0

License

GPL-3

Maintainer

Elliot H. Young

Last Published

October 11th, 2024

Functions in roseRF (0.1.0)

roseRF_gplm

ROSE random forest estimator for the generalised partially linear model
roseRF_plm

ROSE random forest estimator for the partially linear model
print.roseforest

Print for a rose random forest fitted object
unweighted_gplm

Unweighted (baseline) estimator for the generalised partially linear model
summary.roseforest

Summary for a rose random forest fitted object
roseRF_pliv

ROSE random forest estimator for the partially linear instrumental variable model
unweighted_plm

Unweighted (baseline) estimator for the partially linear model