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.

Getting started

Package details

AuthorDong Zhang
MaintainerDong Zhang <dzhang0716@126.com>
LicenseGPL-2
Version1.1.1
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("AdapSamp")

Try the AdapSamp package in your browser

Any scripts or data that you put into this service are public.

AdapSamp documentation built on May 1, 2019, 10:51 p.m.