Introduction to Probability Simulation and Gibbs Sampling with R

Simulation has become a basic tool for the practice of applied probability and statistics. The Gibbs Sampler is an especially important, but not widely understood simulation method. With a basic introduction to Monte Carlo simulation that provides enough background in other topics, students can understand the rationale for and use of the Gibbs Sampler as a practical simulation tool.