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Discretization and MCMC Convergence Assessment

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Cover of 'Discretization and MCMC Convergence Assessment'

Table of Contents

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    Book Overview
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    Chapter 1 Markov Chain Monte Carlo Methods
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    Chapter 2 Convergence Control of MCMC Algorithms
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    Chapter 3 Linking Discrete and Continuous Chains
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    Chapter 4 Valid Discretization via Renewal Theory
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    Chapter 5 Control by the Central Limit Theorem
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    Chapter 6 Convergence Assessment in Latent Variable Models: DNA Applications
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    Chapter 7 Convergence Assessment in Latent Variable Models: Application to the Longitudinal Modelling of a Marker of HIV Progression
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    Chapter 8 Estimation of Exponential Mixtures
Attention for Chapter 5: Control by the Central Limit Theorem
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