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.
|Author||Dong Zhang [cre]|
|Maintainer||Dong Zhang <[email protected]>|
|Package repository||View on GitHub|
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