Bayesian Priors for Matrix Population Models R package raretrans version 1.0.4 Provides functions to correct biased transition and fertility estimates in population projection matrices caused by small sample sizes. Small or short-term studies frequently produce structural zeros (biologically possible transitions never observed) and structural ones (transitions estimated at 100% survival, stasis, or mortality that are biologically implausible). Both distort matrix structure and bias estimates of population growth. Implements a multinomial-Dirichlet Bayesian prior for transition probabilities and a Gamma-Poisson prior for reproduction, allowing analysts to incorporate prior biological knowledge and regularise estimates from rare or unobserved events. Includes functions to compute marginal posterior credible intervals for all transition probabilities (transition_CrI()), visualise those intervals as point-range plots (plot_transition_CrI()), and display the full posterior beta density for each matrix entry (plot_transition_density()). Methods are described in Tremblay et al. (2021) <doi:10.1016/j.ecolmodel.2021.109526>. Software Depends: R (>= 4.1.0) Imports: ggplot2, rlang, stats Suggests: bslib, covr, dplyr, formatR, gridExtra, huxtable, knitr, MultinomialCI, popdemo, popbio, purrr, rmarkdown, RColorBrewer, shiny, testthat, tibble, tidyr Raymond Tremblay <raymond.tremblay@upr.edu> Comprehensive R Archive Network (CRAN) Raymond Tremblay [aut, cre, cph] (ORCID: <https://orcid.org/0000-0002-8588-4372>), Andrew Tyre [aut, cph] (ORCID: <https://orcid.org/0000-0001-9736-641X>), Maria-Eglee Perez [aut] (ORCID: <https://orcid.org/0000-0001-8641-8405>), Sasha Tenhumberg [ctb] MIT + file LICENSE (https://CRAN.R-project.org/package=raretrans/LICENSE) 2026-04-21 application/tgz https://CRAN.R-project.org/package=raretrans doi:10.32614/CRAN.package.raretrans en-US