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bclogit: Conditional Logistic Regression

Performs inference for Bayesian conditional logistic regression with informative priors built from the concordant pair data. We include many options to build the priors. And we include many options during the inference step for estimation, testing and confidence set creation. For details, see Kapelner and Tennenbaum (2026) "Improved Conditional Logistic Regression using Information in Concordant Pairs with Software" <doi:10.48550/arXiv.2602.08212>.

Version: 1.1
Depends: R (≥ 4.0), Rcpp (≥ 1.0.14)
Imports: checkmate, coda, fastLogisticRegressionWrap, geepack, glmmTMB, methods, RcppParallel (≥ 5.0.1), rstan (≥ 2.18.1), rstantools (≥ 2.6.0)
LinkingTo: BH (≥ 1.66.0), Rcpp (≥ 0.12.0), RcppEigen (≥ 0.3.3.3.0), RcppParallel (≥ 5.0.1), rstan (≥ 2.18.1), StanHeaders (≥ 2.18.0)
Suggests: testthat (≥ 3.0.0), survival, ggdist, data.table
Published: 2026-03-01
DOI: 10.32614/CRAN.package.bclogit
Author: Adam Kapelner ORCID iD [aut, cre], Jacob Tennenbaum ORCID iD [aut]
Maintainer: Adam Kapelner <kapelner at qc.cuny.edu>
BugReports: https://github.com/Tennenbaum-J/bclogit_package_and_paper_repo/issues
License: GPL-3
URL: https://github.com/Tennenbaum-J/bclogit_package_and_paper_repo
NeedsCompilation: yes
SystemRequirements: GNU make
Materials: ChangeLog
CRAN checks: bclogit results

Documentation:

Reference manual: bclogit.html , bclogit.pdf

Downloads:

Package source: bclogit_1.1.tar.gz
Windows binaries: r-devel: bclogit_1.1.zip, r-release: bclogit_1.1.zip, r-oldrel: bclogit_1.1.zip
macOS binaries: r-release (arm64): bclogit_1.1.tgz, r-oldrel (arm64): bclogit_1.1.tgz, r-release (x86_64): bclogit_1.1.tgz, r-oldrel (x86_64): bclogit_1.1.tgz
Old sources: bclogit archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=bclogit to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.