Type: Package
Package: varycoef
Title: Modeling Spatially Varying Coefficients
Version: 0.3.4
Authors@R: c(
    person("Jakob A.", "Dambon", , "jakob.dambon@math.uzh.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) <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: 7.2.1
VignetteBuilder: knitr
