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 |
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Author | Matt Higham [cre, aut], Jay Ver Hoef [aut], Bryce Frank [aut], Michael Dumelle [aut] (<https://orcid.org/0000-0002-3393-5529>) |
Maintainer | Matt Higham <mhigham@stlawu.edu> |
License | GPL-2 |
Version | 1.0.1 |
URL | https://highamm.github.io/sptotal/index.html |
Package repository | View on CRAN |
Installation |
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