Package: stLMM
Type: Package
Title: Bayesian Spatial and Space-Time Linear Mixed Models
Version: 0.0.3
Authors@R: c(
    person("Andrew O.", "Finley", role = c("aut", "cre"),
           email = "finleya@msu.edu"),
    person("Sudipto", "Banerjee", role = "ctb",
           email = "abhidatta@jhu.edu"),
    person("Abhirup", "Datta", role = "ctb",
           email = "abhidatta@jhu.edu"),
    person("Paul B.", "May", role = "ctb",
           email = "Paul.May@sdsmt.edu"))
Author: Andrew O. Finley [aut, cre],
  Sudipto Banerjee [ctb],
  Abhirup Datta [ctb],
  Paul B. May [ctb]
Maintainer: Andrew O. Finley <finleya@msu.edu>
Description: Fits Bayesian linear mixed models for spatial and space-time data with fixed effects, independent and identically distributed (iid) grouped random effects, and structured latent processes. The formula interface supports first-order autoregressive (AR(1)) effects, dense Gaussian processes, nearest-neighbor Gaussian processes, proper and Leroux conditional autoregressive (CAR) effects, ordered directed acyclic graph autoregressive (DAGAR) effects, separable CAR-time and DAGAR-time effects, and spatially varying coefficients. The sampler uses sparse precision matrix calculations when available and includes post-fitting tools for latent process recovery, fitted values, prediction, pointwise log likelihoods, and posterior sample extraction. Method details include Datta et al. (2016) <doi:10.1080/01621459.2015.1044091>, Finley et al. (2019) <doi:10.1080/10618600.2018.1537924>, Datta et al. (2019) <doi:10.1214/19-BA1177>, and May and Finley (2025) <doi:10.1016/j.spasta.2025.100917>.
URL: https://github.com/finleya/stLMM, https://finleya.github.io/stLMM/
BugReports: https://github.com/finleya/stLMM/issues
License: GPL (>= 3)
Encoding: UTF-8
LazyData: true
Depends: R (>= 4.4.0)
Imports: BayesLogit (>= 2.4), coda, Matrix (>= 1.7-0), stats
LinkingTo: BayesLogit (>= 2.4), Matrix (>= 1.7-0)
Suggests: ggplot2, knitr, loo, quarto, sf, testthat (>= 3.0.0)
VignetteBuilder: quarto
Config/testthat/edition: 3
Config/Needs/website: dplyr, kableExtra, lme4, lwgeom, nimble,
        patchwork, RhpcBLASctl, spdep, tidyr, tidyverse
NeedsCompilation: yes
Packaged: 2026-07-29 14:52:51 UTC; andy
Repository: CRAN
Date/Publication: 2026-07-29 22:10:02 UTC
Built: R 4.6.1; x86_64-w64-mingw32; 2026-09-02 02:48:22 UTC; windows
Archs: x64
