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++'. Tutorials and shiny application demo are available at <https://www.laylaparast.com/monotonicitytest> and <https://parastlab.shinyapps.io/MonotonicityTest>.
| Version: | 1.3 |
| 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: | 2025-11-06 |
| DOI: | 10.32614/CRAN.package.MonotonicityTest |
| 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 |
| Reference manual: | MonotonicityTest.html ,MonotonicityTest.pdf |
| Package source: | MonotonicityTest_1.3.tar.gz |
| Windows binaries: | r-devel:MonotonicityTest_1.3.zip, r-release:MonotonicityTest_1.3.zip, r-oldrel:MonotonicityTest_1.3.zip |
| macOS binaries: | r-release (arm64):MonotonicityTest_1.3.tgz, r-oldrel (arm64):MonotonicityTest_1.3.tgz, r-release (x86_64):MonotonicityTest_1.3.tgz, r-oldrel (x86_64):MonotonicityTest_1.3.tgz |
| Old sources: | MonotonicityTest archive |
| Reverse imports: | SurrogateParadoxTest |
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