R Observatory: Metrics for tipmap version 1.0.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

tipmap

1.0.1Package record

Tipping Point Analysis for Bayesian Dynamic Borrowing

0packages depend

3.3Kdownloads / year

99.1%test coverage

13/13flavors OK

Overview

About

Maintained by Christian StockCRAN page ↗GitHub ↗Website ↗Issues ↗Declared funder: Boehringer Ingelheim Pharma GmbH & Co. KG

Tipping point analysis for clinical trials that employ Bayesian dynamic borrowing via robust meta-analytic predictive (MAP) priors. Further functions facilitate expert elicitation of a primary weight of the informative component of the robust MAP prior and computation of operating characteristics. Intended use is the planning, analysis and interpretation of extrapolation studies in pediatric drug development, but applicability is generally wider.

Changes in 1.0.1

Fix to address M1mac and noLD issues

From NEWS.md in the release

Install

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

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

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

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

Development version from Boehringer-Ingelheim/tipmap. 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-tipmap

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

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-tipmap

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-tipmap

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

13OK

CRAN check page ↗

Slowest check: 2.8 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-04
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-07-29
ERROR12 OK, 1 ERROR2026-07-27
OK13 OK2026-06-09

Show 4 earlier changesHide 4 earlier changes

ERROR12 OK, 1 ERROR2026-06-08
OK13 OK2026-06-06
ERROR12 OK, 1 ERROR2026-05-27
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.0.1

READMEYes · 211 wordsVignettesYes · 2 · dynamicNEWSYes · 100% structured · mentions 1.0.1Citation fileNoWebsiteYes · pkgdown

Help pages: 22 (1 internal)includes a package overview page
Examples that run: 100%17 run in a plain check
Exported functions with examples: 100%
Documented parameters: 98%
Return-value docs: 100%
Help pages citing references: 5%

Vignettes (2)

How these are measured

Downloads

3.3K

CRAN downloads in the past year

Rank #9,054 · ~9/day · ~273/mo

Releases R versions

Daily download trend is not available in this view yet.

34930 days

1.1K90 days

3.3K1 year

Compare downloads with other packages →

Also on84 r2u4 autocran

How downloads are counted

Repository

boehringer-ingelheim/tipmap ↗Organization: Boehringer-Ingelheim

2Stars

1Forks

0Open issues

0Open PRs

4Releases

128Commits

4Commit identities

bayesian-methodsclinical-trialcranevidence-synthesisextrapolationpediatricsrr-package

128 commits · Last activity 2026-06-04

Responsiveness

How these are sampled

PRs merged (all time): 100%
Median days to close, 50 most recently updated closed issues: not measured
Median days to close, 50 most recently updated closed PRs: 0

Stars over time

2024-12-02 · 22026-07-07 · 2

How these are measured

PracticesBeta

6 development-tooling and community-health practices detected across 3 families in the upstream repository

Checks run against github.com/boehringer-ingelheim/tipmap on 2026-10-25.

Continuous integration (1)

GitHub Actions

Docs source (4)

README.Rmdpkgdown

GitHub Pages site last deployed 2024-04-04 · The repository has a site deploy workflow

pkgdown site last built 2024-04-04, before release 1.0.1 (2026-06-05)

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v4 (2026-10-20)

Dependencies

Declared dependencies

14 external dependencies (excludes base and recommended)

Installing tipmap adds 75 packages (38 with compiled code, 72 MB of source tarballs). Heaviest: BH 14 MB, stringi 11 MB, ggplot2 6.0 MB.

Depends (1)

R >= 4.1.0

Imports (10)

assertthat coda dplyr furrr future ggplot2 magrittr purrr RBesTstats

LinkingTo (0)

none

Suggests (5)

knitr rmarkdown testthat tibble tidyr

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

Datasets

People & History

People (5)

Christian Stock

Author, Maintainer since 0.1.1 (2022)

Lars Andersen

Author · added in 1.0.0

Morten Dreher

Author

Emma Torrini

Contributor · added in 0.3.5

Boehringer Ingelheim Pharma GmbH & Co. KG

Copyright holder, Funder · added in 0.4.2

Releases (11)

Pick two releases to compare their code metrics.

1.0.1Latest
record
2026-06-05 · current release · diff ↗
1.0.0
record
2026-05-27 · diff ↗
R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
0.5.2
record
2023-08-14 · diff ↗
0.5.1
record
2023-08-13 · diff ↗ ·
removed 1 export
pattern:^[[:alpha:]]+

added 17 exports
create_new_trial_data, create_posterior_data, create_prior_data, create_tipmap_data, draw_beta_mixture_nsamples, fit_beta_1exp, fit_beta_mult_exp, get_cum_probs_1exp, get_model_input_1exp, get_posterior_by_weight, get_summary_mult_exp, get_tipping_points, load_tipmap_data, oc_bias, oc_coverage, oc_pos, tipmap_plot
0.4.2
record
2023-06-17 · diff ↗
0.4.1
record
2023-04-24 · diff ↗
R
R 4.3.0 released · 2023-04-21
0.3.9
record
2022-12-07 · diff ↗
0.3.7
record
2022-10-23 · diff ↗
0.3.5
record
2022-09-02 · diff ↗
unarchivedReturned to CRAN
2022-07-12
0.1.7
record
2022-07-12 · diff ↗
archivedRemoved from CRAN
2022-07-06
check errors were not corrected in multiple re-submissions Eventually hidden in '\dontrun'

Show 2 earlier eventsHide 2 earlier events

0.1.1
record
2022-07-01
R
R 4.2.0 released · 2022-04-22

Package metadata

First published: 2022-07-01
Total releases: 11 / 4 yrs
License: Apache License 2.0 OSI · relicensed from GPL (>= 3) in 0.4.1
Minimum R: ≥ 4.1.0
Download size: 1.5 MB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("tipmap")

Format

Stock, C., Andersen, L., Boehringer Ingelheim Pharma GmbH & Co. KG, , Dreher, M., & Torrini, E. (2026). tipmap: Tipping Point Analysis for Bayesian Dynamic Borrowing (Version 1.0.1) [Computer software]. https://doi.org/10.32614/CRAN.package.tipmap

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

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 tipmap version 1.0.1 [Data set]. HJJB, LLC. Data release v2026-10-26. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-26, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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