MonotonicityTest: Nonparametric Bootstrap Test for Regression Monotonicity

Implements nonparametric bootstrap tests for detecting monotonicity in regression functions from Hall, P. and Heckman, N. (2000) <doi:10.1214/aos/1016120363> Includes tools for visualizing results using Nadaraya-Watson kernel regression and supports efficient computation with 'C++'.

Getting started

Package details

AuthorDylan Huynh [aut, cre]
MaintainerDylan Huynh <dylanhuynh@utexas.edu>
LicenseGPL
Version1.1
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("MonotonicityTest")

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MonotonicityTest documentation built on April 3, 2025, 7:32 p.m.