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Weak Convergence of Markov Chain Monte Carlo Methods and its Application to Regular Gibbs Sampler
Ergodicity Gibbs sampler Large sample theory Markov chain
2011/3/2
In this paper, we introduce the notion of efficiency (consistency) and examine some asymptotic properties ofMarkov chain Monte Carlo methods. We apply these results to the Gibbs sampler for independen...
Applied Examination of Dry and Wet Day Occurrences Via Markov Chain Approach
Markov chain inital probability transitional probability dry and wet period
2009/10/14
The Markov chain is a probabilistic model used with stochastic processes in many branches of science such as meteorology and hydrology. This model is utilized to evaluate persistence and allows the us...