sptotal: Predicting Totals and Weighted Sums from Spatial Data

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:	1.0.1
Depends:	R (≥ 3.5.0)
Imports:	ggplot2, stats, viridis, graphics
Suggests:	rmarkdown, knitr, testthat, prettydoc, tibble, gstat
Published:	2022-12-11
DOI:	10.32614/CRAN.package.sptotal
Author:	Matt Higham [cre, aut], Jay Ver Hoef [aut], Bryce Frank [aut], Michael Dumelle [aut]
Maintainer:	Matt Higham <mhigham at stlawu.edu>
BugReports:	https://github.com/highamm/sptotal/issues
License:	GPL-2
URL:	https://highamm.github.io/sptotal/index.html
NeedsCompilation:	no
Materials:	README NEWS
In views:	Spatial
CRAN checks:	sptotal results

Documentation:

Reference manual:	sptotal.pdf
Vignettes:	Inference for Totals and Weighted Sums from Finite Spatial Populations

Downloads:

Package source:	sptotal_1.0.1.tar.gz
Windows binaries:	r-devel: sptotal_1.0.1.zip, r-release: sptotal_1.0.1.zip, r-oldrel: sptotal_1.0.1.zip
macOS binaries:	r-release (arm64): sptotal_1.0.1.tgz, r-oldrel (arm64): sptotal_1.0.1.tgz, r-release (x86_64): sptotal_1.0.1.tgz, r-oldrel (x86_64): sptotal_1.0.1.tgz
Old sources:	sptotal archive

Linking:

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