BayesCACE

1.2.3

Bayesian Model for CACE Analysis

0packages depend

4Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Jinhui YangFirst published 2021-11-085 releasesCRAN page ↗

Performs CACE (Complier Average Causal Effect analysis) on either a single study or meta-analysis of datasets with binary outcomes, using either complete or incomplete noncompliance information. Our package implements the Bayesian methods proposed in Zhou et al. (2019) doi:10.1111/biom.13028, which introduces a Bayesian hierarchical model for estimating CACE in meta-analysis of clinical trials with noncompliance, and Zhou et al. (2021) doi:10.1080/01621459.2021.1900859, with an application example on Epidural Analgesia.

Install

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

install.packages("BayesCACE", 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-bayescace

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-BayesCACE

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

Health

CRAN checks

13OK

Slowest check: 2.4 min · r-devel-linux-x86_64-fedora-clang

Check history

OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

Documentation signals are not tracked yet for this package.

Downloads

CRAN downloads in the past year

Rank #10,457 · ~11/day · ~330/mo

BayesCACE Releases R versions

Daily download trend is not available in this view yet.

31630 days

1K90 days

4K1 year

Compare downloads with other packages →

Also on180 r2u47 autocran38 c2d4u

Dependencies

Declared dependencies

7 external dependencies (excludes base and recommended)

Depends (2)

R >= 3.5.0rjags

Imports (7)

coda RdpackgrDevicesforestplot metafor lme4methods

LinkingTo (0)

none

Suggests (1)

R.rsp

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (4)

Maintainer (1)

Jinhui Yang

Author, Maintainer

Authors (2)

Jinhui Yang

Author, Maintainer

Jincheng Zhou

Author

Contributors (2)

Haitao Chu

Contributor

James Hodges

Contributor

Package Timeline

5 releases. R releases are shown for context.

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
R
R 4.3.0 released · 2023-04-21
1.2.3Latest
2022-10-02 · current release · diff ↗
1.2.1
2022-06-14 · diff ↗
R
R 4.2.0 released · 2022-04-22
1.2
2022-01-06 · diff ↗
1.1
2022-01-05 · diff ↗
1.0
2021-11-08
R
R 4.1.0 released · 2021-05-18

Package metadata

First published: 2021-11-08
Total releases: 5 / 5 yrs
License: GPL (>= 2) OSI
Download size: 1.7 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Bayesian Inference

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