hypervolume: High Dimensional Geometry, Set Operations, Projection, and Inference Using Kernel Density Estimation, Support Vector Machines, and Convex Hulls

Estimates the shape and volume of high-dimensional datasets and performs set operations: intersection / overlap, union, unique components, inclusion test, and hole detection. Uses stochastic geometry approach to high-dimensional kernel density estimation, support vector machine delineation, and convex hull generation. Applications include modeling trait and niche hypervolumes and species distribution modeling.

Version:	3.1.6
Depends:	Rcpp, methods, R (≥ 3.5.0)
Imports:	raster, maps, MASS, geometry, ks, hitandrun, pdist, fastcluster, compiler, e1071, progress, mvtnorm, data.table, terra, sp, foreach, doParallel, parallel, ggplot2, pbapply, palmerpenguins, purrr, dplyr, caret
LinkingTo:	Rcpp, RcppArmadillo, progress
Suggests:	rgl, magick, alphahull, knitr, rmarkdown, gridExtra
Published:	2025-06-15
DOI:	10.32614/CRAN.package.hypervolume
Author:	Benjamin Blonder [aut, cre], Cecina Babich Morrow [aut], Stuart Brown [aut], Gregoire Butruille [aut], Daniel Chen [aut], Alex Laini [aut], David J. Harris [aut], Clement Violet [aut]
Maintainer:	Benjamin Blonder <benjamin.blonder at berkeley.edu>
BugReports:	https://github.com/bblonder/hypervolume/issues
License:	GPL-3
URL:	https://github.com/bblonder/hypervolume
NeedsCompilation:	yes
CRAN checks:	hypervolume results

Documentation:

Reference manual:	hypervolume.html , hypervolume.pdf
Vignettes:	Hypervolume-Resampling (source, R code) Introduction to occupancy (source, R code)

Downloads:

Package source:	hypervolume_3.1.6.tar.gz
Windows binaries:	r-devel: hypervolume_3.1.6.zip, r-release: hypervolume_3.1.6.zip, r-oldrel: hypervolume_3.1.6.zip
macOS binaries:	r-release (arm64): hypervolume_3.1.6.tgz, r-oldrel (arm64): hypervolume_3.1.6.tgz, r-release (x86_64): hypervolume_3.1.6.tgz, r-oldrel (x86_64): hypervolume_3.1.6.tgz
Old sources:	hypervolume archive

Reverse dependencies:

Reverse imports:	BAT, cati, Ostats, raptr
Reverse suggests:	ENMTools, TreeDist

Linking:

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