Package: sfclust
Title: Bayesian Spatial Functional Clustering
Version: 1.1.1
Authors@R: c(
    person(c("Erick", "A."), "Chacón-Montalván", ,"erick.chaconmontalvan@wur.nl", role = c("aut", "cre"),
           comment = c(ORCID = "0000-0001-8068-1034")),
    person("Ruiman", "Zhong", ,"ruiman.zhong@kaust.edu.sa", role = c("aut"),
           comment = c(ORCID = "0000-0002-4681-9199")),
    person("Paula", "Moraga", ,"paula.moraga@kaust.edu.sa", role = c("aut"),
           comment = c(ORCID = "0000-0001-5266-0201"))
           )
Description: Bayesian clustering of spatial regions with similar
        functional shapes using spanning trees and latent Gaussian
        models. The method enforces spatial contiguity within clusters
        and supports a wide range of latent Gaussian models, including
        non-Gaussian likelihoods, via the R-INLA framework. The
        algorithm is based on Zhong, R., Chacón-Montalván, E. A., and
        Moraga, P. (2026) <doi:10.1002/sim.70597>, extending the
        approach of Zhang, B., Sang, H., Luo, Z. T., and Huang, H.
        (2023) <doi:10.1214/22-AOAS1643>. The package includes tools
        for model fitting, convergence diagnostics, visualization, and
        summarization of clustering results.
License: MIT + file LICENSE
URL: https://erickchacon.github.io/sfclust/,
        https://github.com/ErickChacon/sfclust
BugReports: https://github.com/ErickChacon/sfclust/issues
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
Imports: igraph, sf, SparseM, stars, dplyr, methods, Matrix, ggplot2,
        patchwork
Suggests: ggraph, here, INLA, knitr, rmarkdown, testthat (>= 3.0.0)
Additional_repositories: https://inla.r-inla-download.org/R/stable
Depends: R (>= 4.1.0)
Config/testthat/edition: 3
VignetteBuilder: knitr
LazyData: true
Config/Needs/website: rmarkdown, fda, maps, pbs
Config/roxygen2/version: 8.0.0
Config/pak/sysreqs: libabsl-dev cmake libgdal-dev gdal-bin libgeos-dev
        libglpk-dev libxml2-dev libssl-dev libproj-dev libsqlite3-dev
        libudunits2-dev
Repository: https://erickchacon.r-universe.dev
Date/Publication: 2026-09-24 09:31:08 UTC
RemoteUrl: https://github.com/erickchacon/sfclust
RemoteRef: HEAD
RemoteSha: f498e4fe97a158658cf364ca3d6c1d9b38ef006d
NeedsCompilation: no
Packaged: 2026-09-24 10:20:06 UTC; root
Author: Erick A. Chacón-Montalván [aut, cre] (ORCID:
    <https://orcid.org/0000-0001-8068-1034>),
  Ruiman Zhong [aut] (ORCID: <https://orcid.org/0000-0002-4681-9199>),
  Paula Moraga [aut] (ORCID: <https://orcid.org/0000-0001-5266-0201>)
Maintainer: Erick A. Chacón-Montalván <erick.chaconmontalvan@wur.nl>