Type: Package
Package: varycoef
Title: Modeling Spatially Varying Coefficients
Version: 0.3.6
Authors@R: c(
    person("Jakob A.", "Dambon", , "jakob.dambon@math.ethz.ch", role = c("aut", "cre"),
           comment = c(ORCID = "0000-0001-5855-2017")),
    person("Fabio", "Sigrist", role = "ctb",
           comment = c(ORCID = "0000-0002-3994-2244")),
    person("Reinhard", "Furrer", role = "ctb",
           comment = c(ORCID = "0000-0002-6319-2332"))
  )
Description: Implements a maximum likelihood estimation (MLE) method
        for estimation and prediction of Gaussian process-based
        spatially varying coefficient (SVC) models (Dambon et al.
        (2021a) <doi:10.1016/j.spasta.2020.100470>).  Covariance
        tapering (Furrer et al. (2006) <doi:10.1198/106186006X132178>)
        can be applied such that the method scales to large data.
        Further, it implements a joint variable selection of the fixed
        and random effects (Dambon et al. (2021b)
        <doi:10.1080/13658816.2022.2097684>). The package and its
        capabilities are described in (Dambon et al. (2021c)
        <doi:10.48550/arXiv.2106.02364>).
License: GPL-2
URL: https://github.com/jakobdambon/varycoef
BugReports: https://github.com/jakobdambon/varycoef/issues
Depends: R (>= 3.5.0)
Imports: glmnet, lhs, methods, mlr, mlrMBO, optimParallel (>= 0.8-1),
        ParamHelpers, pbapply, smoof, spam
Suggests: DiceKriging, knitr, lattice, latticeExtra, parallel,
        rmarkdown, sp, spData, testthat (>= 3.0.0)
Config/testthat/edition: 3
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.3.2
VignetteBuilder: knitr
NeedsCompilation: no
Packaged: 2026-07-09 08:00:05 UTC; root
Author: Jakob A. Dambon [aut, cre] (ORCID:
        <https://orcid.org/0000-0001-5855-2017>), Fabio Sigrist [ctb]
        (ORCID: <https://orcid.org/0000-0002-3994-2244>), Reinhard
        Furrer [ctb] (ORCID: <https://orcid.org/0000-0002-6319-2332>)
Maintainer: Jakob A. Dambon <jakob.dambon@math.ethz.ch>
Repository: https://cran.r-universe.dev
Date/Publication: 2025-05-04 22:50:02 UTC
RemoteUrl: https://github.com/cran/varycoef
RemoteRef: HEAD
RemoteSha: 858cdc5f7658108b085a039ce5f940bf3ac7a165