Adaptive Sampling Algorithms

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Documentation for package ‘AdapSamp’ version 1.0

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rARS Adaptive Rejection Sampling Algorithm rARS generates a sequence of random variables using ARS algorithm.
rASS Adaptive Slice Sampling Algorithm With Stepping-Out Procedures rASS generates a sequence by Adaptive Slice Sampling Algorithm With Stepping-Out Procedures.
rCCARS Concave-Convex Adaptive Rejection Sampling Algorithm rCCARS generates a sequence by Concave- Convex Adaptive Rejection Sampling algorithm from target densities with bounded domain. For unbounded domain's rCCARS can also be used for sampling approximately, especially for densities whose probability is too small in tails.
rMARS Modified Adaptive Rejection Sampling Algorithm rMARS generates a sequence of random variables using Modified Adaptive Rejection Sampling algorithm.