Article ID Journal Published Year Pages File Type
6297294 Ecological Modelling 2012 5 Pages PDF
Abstract
► Potential problems of using MCMC for model parameter estimation are discussed. ► Marginal distribution mean/median may not coincide with estimates minimizing model error or maximizing the likelihood. ► Marginal distributions may over estimate model coefficient uncertainty. ► A Monte Carlo simulation for subsequent inference using MCMC output as input is recommended.
Related Topics
Life Sciences Agricultural and Biological Sciences Ecology, Evolution, Behavior and Systematics
Authors
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