Ecological Applications · 2003 · 101 citations · 25 references
BusinessDecision SciencesEcologyDecision AnalysisDecision TheoryEnvironmental Decision-makingBayesian Decision TheoryBayesian InferenceBayesian ModelingBayesian StatisticsMarkov Chain Monte CarloProbabilistic ModelingBayesian Habitat ModelingBayesian Markov Chain Monte CarloDecision-theoretic Bayesian ModelingMarkov Chain Monte Carlo InferenceProbabilistic Resource AssessmentStatistical Decision TheoryWaterfowl ConservationWaterfowl Ecology
Bayesian inference and decision theory may be used in the solution of relatively complex problems of natural resource management, owing to recent advances in statistical theory and computing. In particular, Markov chain Monte Carlo algorithms provide a computational framework for fitting models of adequate complexity and for evaluating the expected consequences of alternative management actions. We illustrate these features using an example based on management of waterfowl habitat. Corresponding Editor: D. B. Lindenmayer.
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