Package: MonotonicityTest 1.0

Dylan Huynh

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++'.

Authors:Dylan Huynh [aut, cre]

MonotonicityTest_1.0.tar.gz
MonotonicityTest_1.0.tar.gz(r-4.5-noble)MonotonicityTest_1.0.tar.gz(r-4.4-noble)
MonotonicityTest_1.0.tgz(r-4.4-emscripten)MonotonicityTest_1.0.tgz(r-4.3-emscripten)
MonotonicityTest.pdf |MonotonicityTest.html✨
MonotonicityTest/json (API)

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

Peer review:

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

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

cppopenmp

1.70 score 2 scripts 2 exports 30 dependencies

Last updated 15 days agofrom:343cf252c2. Checks:2 OK. Indexed: no.

TargetResultLatest binary
Doc / VignettesOKJan 17 2025
R-4.5-linux-x86_64OKJan 17 2025

Exports:create_kernel_plotmonotonicity_test

Dependencies:clicolorspacefansifarverggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigR6RColorBrewerRcppRcppEigenrlangscalestibbleutf8vctrsviridisLitewithr

Readme and manuals

Help Manual

Help pageTopics
Generate Kernel Plotcreate_kernel_plot
Perform Monotonicity Testmonotonicity_test