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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: | 1.0 |
| Imports: | Rcpp (≥ 1.0.13-1), parallel, stats, graphics, ggplot2 (≥ 3.0.0), rlang |
| LinkingTo: | Rcpp, RcppEigen |
| Suggests: | testthat (≥ 3.0.0) |
| Published: | 2025-01-17 |
| 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.pdf |
| Package source: | MonotonicityTest_1.0.tar.gz |
| Windows binaries: | r-devel: MonotonicityTest_1.0.zip, r-release: MonotonicityTest_1.0.zip, r-oldrel: MonotonicityTest_1.0.zip |
| macOS binaries: | r-release (arm64): not available, r-oldrel (arm64): not available, r-release (x86_64): MonotonicityTest_1.0.tgz, r-oldrel (x86_64): not available |
| Reverse imports: | SurrogateParadoxTest |
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