Performs predictions of totals and weighted sums, or finite population block kriging, on spatial data using the methods in Ver Hoef (2008) <doi:10.1007/s10651-007-0035-y>. The primary outputs are an estimate of the total, mean, or weighted sum in the region, an estimated prediction variance, and a plot of the predicted and observed values. This is useful primarily to users with ecological data that are counts or densities measured on some sites in a finite area of interest. Spatial prediction for the total count or average density in the entire region can then be done using the functions in this package.
| Version: | 0.1.0 |
| Depends: | R (≥ 3.5.0) |
| Imports: | matrixcalc, mvtnorm, ggplot2, stats, viridis, graphics, tibble, sp |
| Suggests: | gstat, rmarkdown, knitr, testthat, prettydoc, rgeos |
| Published: | 2020-07-01 |
| Author: | Higham Matt [cre, aut], Ver Hoef Jay [aut], Frank Bryce [aut] |
| Maintainer: | Higham Matt <mhigham at stlawu.edu> |
| BugReports: | https://github.com/highamm/sptotal/issues |
| License: | GPL-2 |
| NeedsCompilation: | no |
| Materials: | README |
| CRAN checks: | sptotal results |
| Reference manual: | sptotal.pdf |
| Vignettes: |
Inference for Totals and Weighted Sums from Finite Spatial Populations |
| Package source: | sptotal_0.1.0.tar.gz |
| Windows binaries: | r-devel: sptotal_0.1.0.zip, r-release: sptotal_0.1.0.zip, r-oldrel: sptotal_0.1.0.zip |
| macOS binaries: | r-release: sptotal_0.1.0.tgz, r-oldrel: sptotal_0.1.0.tgz |
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