Introduction to Probability Simulation and Gibbs Sampling with R

• Main Authors: Suess, Eric A. (Author), Trumbo, Bruce E. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: New York, NY : Springer New York, 2010.
• Series: Use R ;
• Subjects: Statistics.; Statistical Theory and Methods.; Statistics and Computing/Statistics Programs.

The first seven chapters use R for probability simulation and computation, including random number generation, numerical and Monte Carlo integration, and finding limiting distributions of Markov Chains with both discrete and continuous states. Applications include coverage probabilities of binomial...