R Observatory: Metrics for MonotonicityTest version 1.3

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

MonotonicityTest

1.3

Nonparametric Bootstrap Test for Regression Monotonicity

1packages depend

3.6Kdownloads / year

96.5%test coverage

13/13checks pass

Overview

About

Maintained by Dylan HuynhFirst published 2025-01-174 releasesCRAN page ↗

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.

Install

R (CRAN)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("MonotonicityTest", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-monotonicitytest

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-MonotonicityTest

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-MonotonicityTest

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

13OK

Slowest check: 3.5 min · r-devel-windows-x86_64

Code health

Yes

Tests · ratio 0.38

96.5%

Coverage · measured lines

6

Dependencies · direct

Check history

OK2026-08-05
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-04-22
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-18
13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 99 wordsVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: not tracked
Return-value docs: not tracked
References docs: 67%

Downloads

3.6K

CRAN downloads in the past year

Rank #15,200 · ~10/day · ~303/mo

Releases R versions

Daily download trend is not available in this view yet.

18730 days

70290 days

3.6K1 year

Compare downloads with other packages →

Also on433 r2u21 autocran

Dependencies

Declared dependencies

6 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.5.0

Imports (6)

Rcppparallelstatsgraphicsggplot2 (>= 3.0.0)rlang

LinkingTo (2)

Rcpp RcppEigen

Suggests (1)

testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

1direct

0indirect

SurrogateParadoxTest

Code & Tests

Datasets

People & History

People (1)

Maintainer (1)

Dylan Huynh

Author, Maintainer

Authors (1)

Dylan Huynh

Author, Maintainer

Package Timeline

4 releases. Pick two to compare their code metrics. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
1.3Latest
2025-11-06 · current release · diff ↗
1.2
2025-04-24 · diff ↗
R
R 4.5.0 released · 2025-04-11
1.1
2025-04-02 · diff ↗
1.0
2025-01-17
R
R 4.4.0 released · 2024-04-24

Package metadata

First published: 2025-01-17
Total releases: 4 / 1 yrs
License: GPL
Minimum R: ≥ 3.5.0
Bundled data: 20 KB / 1 file
Download size: 54 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("MonotonicityTest")

Format

Huynh, D. (2025). MonotonicityTest: Nonparametric Bootstrap Test for Regression Monotonicity (Version 1.3) [Computer software]. https://doi.org/10.32614/CRAN.package.MonotonicityTest

This is what citation() produces when a package has no citation file of its own. If it prints something else, use that.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for MonotonicityTest version 1.3 [Data set]. HJJB, LLC. Data release v2026-08-23. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-23, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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