R Observatory: Metrics for TippingPoint version 1.2.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

This package was removed from CRAN on 2022-12-19. Its history is shown below.

Reason: issues were not corrected in time

Details below reflect version 1.2.0, its last release before removal.

TippingPoint

1.2.0

Enhanced Tipping Point Displays the Results of Sensitivity Analysis for Missing Data

0packages depend

–downloads / year

–test coverage

–checks pass

Overview

About

Maintained by Xikun Han3 releasesCRAN page ↗GitHub ↗

Using the idea of "tipping point" (proposed in Gregory Campbell, Gene Pennello and Lilly Yue(2011) DOI:10.1080/10543406.2011.550094) to visualize the results of sensitivity analysis for missing data, the package provides a set of functions to list out all the possible combinations of missing values in two treatment arms, calculate corresponding estimated treatment effects and p values, and draw a colored heat-map. It could deal with randomized experiments with a binary outcome or a continuous outcome. In addition, the package provides a visualized method to compare various imputation methods by adding the rectangles or convex hulls on the basic plot.

Install

R (source archive)pak (dev)Ubuntu (r2u)openSUSE (OBS)

url <- "https://cran.r-project.org/src/contrib/Archive/TippingPoint/TippingPoint_1.2.0.tar.gz"
pkgFile <- "TippingPoint_1.2.0.tar.gz"
download.file(url, pkgFile)
install.packages(pkgFile, type = "source", repos = NULL)

This package is no longer on CRAN, so install.packages() cannot fetch it by name. This downloads the last archived source (1.2.0) and builds it locally. Install its dependencies first, and note that building from source needs the usual compiler toolchain.

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("XikunHan/TippingPoint")

Development version from XikunHan/TippingPoint. Installs pak first if it is not already available.

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-tippingpoint

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

# 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-TippingPoint

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

Health

CRAN checks

CRAN check results are not tracked yet.

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

3

Dependencies · direct

Documentation

READMEYes · 186 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: not tracked
Return-value docs: 0%
References docs: 20%

Downloads

Releases R versions

Daily download trend is not available in this view yet.

Compare downloads with other packages →

Also on80 r2u15 autocran60 c2d4u

Dependencies

Declared dependencies

6 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.0.0

Imports (3)

ggplot2 RColorBrewer reshape2

LinkingTo (0)

none

Suggests (3)

knitr rmarkdown bayesSurv

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

–indirect (not tracked)

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (3)

Other (3)

Shengjie Zhang

Contributor

Xikun Han

Contributor

Victoria Liublinska

Contributor

Package Timeline

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

R
R 4.3.0 released · 2023-04-21
archivedRemoved from CRAN
2022-12-19
issues were not corrected in time
R
R 4.2.0 released · 2022-04-22
1.2.0
2022-04-08 · diff ↗
unarchivedReturned to CRAN
2022-04-08
R
R 4.1.0 released · 2021-05-18
R
R 4.0.0 released · 2020-04-24
archivedRemoved from CRAN
2020-02-07
check issues were not corrected in time Requires archived package 'bayesSurv'
R
R 3.6.0 released · 2019-04-26
R
R 3.5.0 released · 2018-04-23
R
R 3.4.0 released · 2017-04-21
R
R 3.3.0 released · 2016-05-03
1.1.0
2016-05-02 · diff ↗
1.0.0
2016-05-02
R
R 3.2.0 released · 2015-04-16

Package metadata

Total releases: 3
License: GPL-2 OSI
Minimum R: ≥ 3.0.0
Bundled data: 19 KB / 2 files
Download size: not tracked yet
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("TippingPoint")

Format

Zhang, S., Han, X., & Liublinska, V. (n.d.). TippingPoint: Enhanced Tipping Point Displays the Results of Sensitivity Analysis for Missing Data (Version 1.2.0) [Computer software]. Retrieved August 14, 2026, from https://CRAN.R-project.org/package=TippingPoint

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 TippingPoint version 1.2.0 [Data set]. HJJB, LLC. Data release v2026-08-13. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-13, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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