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MonotonicityTest
View on CRAN: Click
here
Download and install MonotonicityTest package within the R console
Install from CRAN:
install.packages("MonotonicityTest")
Install from Github:
library("remotes")
install_github("cran/MonotonicityTest")
Install by package version:
library("remotes")
install_version("MonotonicityTest", "1.0")
Attach the package and use:
library("MonotonicityTest")
Maintained by
Dylan Huynh
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
10.32614/CRAN.package.MonotonicityTest . MonotonicityTest results . MonotonicityTest.pdf . MonotonicityTest_1.0.tar.gz . MonotonicityTest_1.0.zip . MonotonicityTest_1.0.zip . MonotonicityTest_1.0.zip . MonotonicityTest_1.0.tgz . MonotonicityTest_1.0.tgz . MonotonicityTest_1.0.tgz . MonotonicityTest_1.0.tgz . MonotonicityTest_1.0.tgz . MonotonicityTest_1.0.tgz . https://CRAN.R-project.org/package=MonotonicityTest .
First Published: 2025-01-17
Latest Update: 2025-01-17
Description:
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++'.
How to cite:
Dylan Huynh (2025). MonotonicityTest: Nonparametric Bootstrap Test for Regression Monotonicity. R package version 1.0, https://cran.r-project.org/web/packages/MonotonicityTest. Accessed 17 Feb. 2025.
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