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.

Package details

AuthorHigham Matt [cre, aut], Ver Hoef Jay [aut], Frank Bryce [aut], Michael Dumelle [aut] (<https://orcid.org/0000-0002-3393-5529>)
MaintainerHigham Matt <mhigham@stlawu.edu>
URL https://highamm.github.io/sptotal/index.html
Package repositoryView on CRAN
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sptotal documentation built on July 6, 2021, 5:07 p.m.