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++'.
Version: |
1.2 |
Depends: |
R (≥ 3.5.0) |
Imports: |
Rcpp (≥ 1.0.13-1), parallel, stats, graphics, ggplot2 (≥
3.0.0), rlang |
LinkingTo: |
Rcpp, RcppEigen |
Suggests: |
testthat (≥ 3.0.0) |
Published: |
2025-04-24 |
Author: |
Dylan Huynh [aut, cre] |
Maintainer: |
Dylan Huynh <dylanhuynh at utexas.edu> |
License: |
GPL-2 | GPL-3 [expanded from: GPL] |
NeedsCompilation: |
yes |
Materials: |
README |
CRAN checks: |
MonotonicityTest results |
Documentation:
Downloads:
Reverse dependencies:
Linking:
Please use the canonical form
https://CRAN.R-project.org/package=MonotonicityTest
to link to this page.