teacher7738/AdapSamp: Adaptive Sampling Algorithms

For distributions whose probability density functions are log- concave, Adaptive Rejection Sampling (ARS) algorithm can be used to build for sampling. For others, we can use Modifed Adaptive Rejection Sampling (MARS) algorithm, Concave-Convex Adaptive Rejection (CCARS) Sampling algorithm and Adaptive Slice Sampling (ASS) algorithm So we designed an R package including mainly 4 functions: rARS, rMARS, rCCARS, and rASS. These functions can realize sampling based on the algorithms above.

install.packages("remotes")
remotes::install_github("teacher7738/AdapSamp")