Package: tulpaRatio URL: https://github.com/gcol33/tulpaRatio, https://gillescolling.com/tulpaRatio/ BugReports: https://github.com/gcol33/tulpaRatio/issues Title: Bayesian Hierarchical Models for Ratios, Rates, and Proportions Version: 1.7.3 Authors@R: person("Gilles", "Colling", email = "gilles.colling051@gmail.com", role = c("aut", "cre", "cph"), comment = c(ORCID = "0000-0003-3070-6066")) Description: An opinionated framework for Bayesian hierarchical modelling of ratios, rates, and proportions. Ratios are treated as derived quantities, with all inference performed on the latent processes generating the numerator and denominator. Supports shared random effects, latent factors for unmeasured confounders, spatial structure ('CAR'/'BYM2'/'GP'), spatiotemporal interaction (Knorr-Held Type I-IV), zero-inflation variants, and full uncertainty propagation to ratio posteriors. Provides multiple inference backends including custom 'HMC'/'NUTS' (default), 'Laplace' approximation, and 'Polya-Gamma' Gibbs sampling. Language: en-US License: MIT + file LICENSE Encoding: UTF-8 Roxygen: list(markdown = TRUE) Depends: R (>= 4.1.0) Imports: bayesplot, posterior, loo, stats, tulpa (>= 0.7.5), Rcpp (>= 1.0.0) LinkingTo: Rcpp, RcppEigen, tulpa (>= 0.7.5) Additional_repositories: https://gcol33.r-universe.dev Suggests: patchwork, ggplot2, gridExtra, stars, sf, Matrix, MASS, testthat (>= 3.0.0), knitr, rmarkdown, svglite Config/testthat/edition: 3 VignetteBuilder: knitr Config/roxygen2/version: 8.1.0 Config/pak/sysreqs: cmake libicu-dev Repository: https://gcol33.r-universe.dev Date/Publication: 2026-10-15 10:03:39 UTC RemoteUrl: https://github.com/gcol33/tulparatio RemoteRef: HEAD RemoteSha: baff97c582d4110776374a6e568cce84a873e11c NeedsCompilation: yes Packaged: 2026-10-15 11:53:11 UTC; root Author: Gilles Colling [aut, cre, cph] (ORCID: ) Maintainer: Gilles Colling