AdapSamp: Adaptive Sampling Algorithms

For distributions whose probability density functions are log-concave, the adaptive rejection sampling algorithm can be used to build envelope functions for sampling. For others, we can use the modified adaptive rejection sampling algorithm, the concave-convex adaptive rejection sampling algorithm and the adaptive slice sampling algorithm. So we designed an R package mainly including 4 functions: rARS(), rMARS(), rCCARS() and rASS(). These functions can realize sampling based on the algorithms above. Version 1.2.0 fixes several correctness bugs and improves numerical robustness.

Version:	1.2.0
Imports:	pracma, stats, utils
Published:	2026-08-25
DOI:	10.32614/CRAN.package.AdapSamp
Author:	Dong Zhang [aut, cre]
Maintainer:	Dong Zhang <dzhang0716 at 126.com>
License:	GPL-2 | file LICENSE
NeedsCompilation:	no
Materials:	NEWS
CRAN checks:	AdapSamp results

Documentation:

Reference manual:

AdapSamp.html , AdapSamp.pdf

Downloads:

Package source:	AdapSamp_1.2.0.tar.gz
Windows binaries:	r-devel: AdapSamp_1.1.1.zip, r-release: AdapSamp_1.1.1.zip, r-oldrel: AdapSamp_1.2.0.zip
macOS binaries:	r-release (arm64): AdapSamp_1.2.0.tgz, r-oldrel (arm64): AdapSamp_1.2.0.tgz, r-release (x86_64): AdapSamp_1.2.0.tgz, r-oldrel (x86_64): AdapSamp_1.2.0.tgz
Old sources:	AdapSamp archive

Linking:

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