Hierarchical Model of Species Communities R package Hmsc version 3.3-7 CRAN Task View: Environmetrics (https://CRAN.R-project.org/view=Environmetrics) Hierarchical Modelling of Species Communities (HMSC) is a model-based approach for analyzing community ecological data. This package implements it in the Bayesian framework with Gibbs Markov chain Monte Carlo (MCMC) sampling (Tikhonov et al. (2020) <doi:10.1111/2041-210X.13345>). Software Depends: R (>= 3.0.2), coda Imports: abind, ape, BayesLogit, fields, FNN, ggplot2, MASS, Matrix, matrixStats, MCMCpack, methods, nnet, rlang, parallel, pracma, pROC, sp, statmod, truncnorm Suggests: R.rsp, testthat, corrplot Otso Ovaskainen <otso.t.ovaskainen@jyu.fi> Comprehensive R Archive Network (CRAN) Gleb Tikhonov [aut], Otso Ovaskainen [aut, cre] (ORCID: <https://orcid.org/0000-0001-9750-4421>), Jari Oksanen [aut], Melinda de Jonge [aut], Oystein Opedal [aut], Tad Dallas [aut] GPL-3 file LICENSE (https://CRAN.R-project.org/package=Hmsc/LICENSE) 2025-08-28 application/tgz https://CRAN.R-project.org/package=Hmsc doi:10.32614/CRAN.package.Hmsc