Packaged: 2014-12-24 15:02:01 UTC; benjaminblonder

Description: Estimates the shape and volume of high-dimensional objects and performs set operations: intersection / overlap, union, unique components, inclusion test, and negative feature detection. Builds hypervolume representations of n-dimensional convex hulls (polytopes). Can measure the n-dimensional ecological hypervolume and perform species distribution modeling.
Packaged: 2014-12-04 21:28:26 UTC; benjaminblonder

Title: High-Dimensional Kernel Density Estimation and Geometry
Packaged: 2015-03-12 16:54:51 UTC; benjaminblonder

Packaged: 2015-02-28 03:41:30 UTC; benjaminblonder

Description: 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. Builds n-dimensional convex hulls (polytopes). Can measure the n-dimensional ecological hypervolume and perform species distribution modeling.
Imports: MASS, geometry, ks, fastcluster, compiler
Packaged: 2015-06-03 13:21:22 UTC; benjaminblonder

Packaged: 2015-11-18 08:24:57 UTC; benjaminblonder

Packaged: 2015-09-24 06:06:48 UTC; benjaminblonder

Title: High Dimensional Geometry and Set Operations Using Kernel
Density Estimation, Support Vector Machines, and Convex Hulls
Author: Benjamin Blonder, with contributions from David J. Harris
Description: 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.
Imports: raster, maps, MASS, geometry, ks, pdist, fastcluster,
compiler, e1071, hitandrun, progress, mvtnorm, data.table,
Packaged: 2018-06-17 16:09:44 UTC; benjaminblonder