Using hierarchical centering to facilitate a reversible jump MCMC algorithm for random effects models
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Ruth King | S. T. Buckland | Cornelia S. Oedekoven | Monique Lea Mackenzie | K. O. Evans | L. W. Burger
[1] W. K. Hastings,et al. Monte Carlo Sampling Methods Using Markov Chains and Their Applications , 1970 .
[2] G. Roberts,et al. Efficient construction of reversible jump Markov chain Monte Carlo proposal distributions , 2003 .
[3] M. Hurn,et al. Improving the acceptance rate of reversible jump MCMC proposals , 2004 .
[4] Bayesian Methods for Hierarchical Distance Sampling Models , 2014 .
[5] Jonathan J. Forster,et al. Reversible jump methods for generalised linear models and generalised linear mixed models , 2012, Stat. Comput..
[6] Joseph Hilbe,et al. Bayesian Analysis for Population Ecology , 2009 .
[7] Gareth O. Roberts,et al. A General Framework for the Parametrization of Hierarchical Models , 2007, 0708.3797.
[8] Emmanuel Lesaffre,et al. Generalized linear mixed model with a penalized Gaussian mixture as a random effects distribution , 2008, Comput. Stat. Data Anal..
[9] Petros Dellaportas,et al. A novel reversible jump algorithm for generalized linear models , 2011 .
[10] S. T. Buckland,et al. Improving distance sampling: accounting for covariates and non‐independency between sampled sites , 2013 .
[11] Fiona Steele,et al. The use of simple reparameterizations to improve the efficiency of Markov chain Monte Carlo estimation for multilevel models with applications to discrete time survival models , 2009, Journal of the Royal Statistical Society. Series A,.
[12] S. R. Searle,et al. Generalized, Linear, and Mixed Models , 2005 .
[13] A. Gelfand,et al. Efficient parametrisations for normal linear mixed models , 1995 .
[14] P. Green. Reversible jump Markov chain Monte Carlo computation and Bayesian model determination , 1995 .
[15] N. Metropolis,et al. Equation of State Calculations by Fast Computing Machines , 1953, Resonance.
[16] William J. Browne,et al. An illustration of the use of reparameterisation methods for improving MCMC efficiency in crossed random effect models , 2004 .
[17] P. Green,et al. Delayed rejection in reversible jump Metropolis–Hastings , 2001 .