npsp: Nonparametric Spatial Statistics
Multidimensional nonparametric spatial (spatio-temporal) geostatistics. S3 classes and methods for multidimensional: linear binning, local polynomial kernel regression (spatial trend estimation), density and variogram estimation. Nonparametric methods for simultaneous inference on both spatial trend and variogram functions (for spatial processes). Nonparametric residual kriging (spatial prediction). For details on these methods see, for example, Fernandez-Casal and Francisco-Fernandez (2014) <doi:10.1007/s00477-013-0817-8> or Castillo-Paez et al. (2019) <doi:10.1016/j.csda.2019.01.017>.
| Version: | 0.7-13 |
| Depends: | R (≥ 2.14.0), graphics |
| Imports: | sp, methods, quadprog, spam |
| Suggests: | gstat, geoR, fields, DEoptim, knitr |
| Published: | 2024-02-19 |
| DOI: | 10.32614/CRAN.package.npsp |
| Author: | Ruben Fernandez-Casal
 [aut, cre] |
| Maintainer: | Ruben Fernandez-Casal <rubenfcasal at gmail.com> |
| BugReports: | https://github.com/rubenfcasal/npsp/issues/ |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | https://rubenfcasal.github.io/npsp/, https://github.com/rubenfcasal/npsp/ |
| NeedsCompilation: | yes |
| Materials: | README NEWS |
| CRAN checks: | npsp results |
Documentation:
| Reference manual: | npsp.pdf |
| Vignettes: |
Introduction to the npsp Package Kriging with gstat |
Downloads:
| Package source: | npsp_0.7-13.tar.gz |
| Windows binaries: | r-devel: npsp_0.7-13.zip, r-release: npsp_0.7-13.zip, r-oldrel: npsp_0.7-13.zip |
| macOS binaries: | r-release (arm64): npsp_0.7-13.tgz, r-oldrel (arm64): npsp_0.7-13.tgz, r-release (x86_64): npsp_0.7-13.tgz, r-oldrel (x86_64): npsp_0.7-13.tgz |
| Old sources: | npsp archive |
Linking:
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