Package: MonotonicityTest 1.3

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++'. Tutorials and shiny application demo are available at <https://www.laylaparast.com/monotonicitytest> and <https://parastlab.shinyapps.io/MonotonicityTest>.

Authors:Dylan Huynh [aut, cre]

MonotonicityTest_1.3.tar.gz
MonotonicityTest_1.3.zip(r-4.7-x86_64)MonotonicityTest_1.3.zip(r-4.7-arm64)MonotonicityTest_1.3.zip(r-4.6-x86_64)MonotonicityTest_1.3.zip(r-4.6-arm64)MonotonicityTest_1.3.zip(r-4.5-x86_64)
MonotonicityTest_1.3.tgz(r-4.6-x86_64)MonotonicityTest_1.3.tgz(r-4.6-arm64)MonotonicityTest_1.3.tgz(r-4.5-x86_64)MonotonicityTest_1.3.tgz(r-4.5-arm64)
MonotonicityTest_1.3.tar.gz(r-4.7-arm64)MonotonicityTest_1.3.tar.gz(r-4.7-x86_64)MonotonicityTest_1.3.tar.gz(r-4.6-arm64)MonotonicityTest_1.3.tar.gz(r-4.6-x86_64)
MonotonicityTest_1.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
MonotonicityTest/json (API)

# Install 'MonotonicityTest' in R:
install.packages('MonotonicityTest', repos = c('https://baolong281.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/baolong281/monotonicitytest/issues

Uses libs:
  • c++– GNU Standard C++ Library v3
  • openmp– GCC OpenMP (GOMP) support library
Datasets:

On CRAN:

Conda:

cppopenmp

3.18 score 1 packages 6 scripts 320 downloads 2 exports 19 dependencies

Last updated from:be4c4c614d. Checks:15 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64OK127
linux-devel-x86_64OK154
source / vignettesOK148
linux-release-arm64OK107
linux-release-x86_64OK146
macos-release-arm64OK162
macos-release-x86_64OK439
macos-oldrel-arm64OK184
macos-oldrel-x86_64OK271
windows-devel-arm64OK361
windows-devel-x86_64OK132
windows-release-arm64OK360
windows-release-x86_64OK103
windows-oldrel-x86_64OK134
wasm-releaseOK98

Exports:create_kernel_plotmonotonicity_test

Dependencies:clicpp11farverggplot2gluegtableisobandlabelinglifecycleR6RColorBrewerRcppRcppEigenrlangS7scalesvctrsviridisLitewithr