The hardware and bandwidth for this mirror is donated by dogado GmbH, the Webhosting and Full Service-Cloud Provider. Check out our Wordpress Tutorial.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]dogado.de.
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>).
Version: | 0.3.4 |
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) |
Published: | 2022-09-17 |
DOI: | 10.32614/CRAN.package.varycoef |
Author: | Jakob A. Dambon |
Maintainer: | Jakob A. Dambon <jakob.dambon at math.uzh.ch> |
BugReports: | https://github.com/jakobdambon/varycoef/issues |
License: | GPL-2 |
URL: | https://github.com/jakobdambon/varycoef |
NeedsCompilation: | no |
Citation: | varycoef citation info |
In views: | Spatial |
CRAN checks: | varycoef results |
Reference manual: | varycoef.pdf |
Vignettes: |
Introduction |
Package source: | varycoef_0.3.4.tar.gz |
Windows binaries: | r-devel: varycoef_0.3.4.zip, r-release: varycoef_0.3.4.zip, r-oldrel: varycoef_0.3.4.zip |
macOS binaries: | r-release (arm64): varycoef_0.3.4.tgz, r-oldrel (arm64): varycoef_0.3.4.tgz, r-release (x86_64): varycoef_0.3.4.tgz, r-oldrel (x86_64): varycoef_0.3.4.tgz |
Old sources: | varycoef archive |
Please use the canonical form https://CRAN.R-project.org/package=varycoef to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.