Introduction to Probability Simulation And Gibbs Sampling With R

Introduction to Probability Simulation and Gibbs Sampling with R (Use R!)  eBooks & eLearning

Posted by AvaxGenius at April 23, 2022
Introduction to Probability Simulation and Gibbs Sampling with R (Use R!)

Introduction to Probability Simulation and Gibbs Sampling with R by Eric A. Suess
English | PDF | 2010 | 317 Pages | ISBN : 038740273X | 15.5 MB

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 confidence intervals, estimation of disease prevalence from screening tests, parallel redundancy for improved reliability of systems, and various kinds of genetic modeling.