MCMC Methods for Multi-Response Generalized Linear Mixed Models: The MCMCglmm R Package
Generalized linear mixed models provide a flexible framework for modeling a range of data, although with non-Gaussian response variables the likelihood cannot be obtained in closed form. Markov chain Monte Carlo methods solve this problem by sampling from a series of simpler conditional distribution...
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Format: | Article |
Language: | English |
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Foundation for Open Access Statistics
2010-02-01
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Series: | Journal of Statistical Software |
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Online Access: | http://www.jstatsoft.org/v33/i02/paper |