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Introduction to Probability Simulation and Gibbs Sampling with R by Eric A Suess
Introduction to Probability Simulation and Gibbs Sampling with R by Eric A Suess
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Introduction to Probability Simulation and Gibbs Sampling with R

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Description

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.

Author Biography:

Eric A. Suess is Chair and Professor of Statistics and Biostatistics and Bruce E. Trumbo is Professor Emeritus of Statistics and Mathematics, both at California State University, East Bay. Professor Suess is experienced in applications of Bayesian methods and Gibbs sampling to epidemiology. Professor Trumbo is a fellow of the American Statistical Association and the Institute of Mathematical Statistics, and he is a recipient of the ASA Founders Award and the IMS Carver Medallion.
Release date Australia
June 15th, 2010
Audience
  • Professional & Vocational
Illustrations
XIII, 307 p.
Pages
307
Series
Dimensions
156x234x17
ISBN-13
9780387402734
Product ID
6551850

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