Type: Package
Package: varycoef
Title: Modeling Spatially Varying Coefficients
Version: 0.3.5
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: 2025-03-26 10:30:06 UTC; jakob
Author: Jakob A. Dambon [aut, cre] (<https://orcid.org/0000-0001-5855-2017>),
  Fabio Sigrist [ctb] (<https://orcid.org/0000-0002-3994-2244>),
  Reinhard Furrer [ctb] (<https://orcid.org/0000-0002-6319-2332>)
Maintainer: Jakob A. Dambon <jakob.dambon@math.ethz.ch>
Repository: CRAN
Date/Publication: 2025-03-26 17:30:02 UTC
Built: R 4.3.3; ; 2025-03-26 18:08:04 UTC; unix
