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Paperback Applied Statistical Modelling for Ecologists: A Practical Guide to Bayesian and Likelihood Inference Using R, Jags, Nimble, Stan and Tmb Book

ISBN: 0443137153

ISBN13: 9780443137150

Applied Statistical Modelling for Ecologists: A Practical Guide to Bayesian and Likelihood Inference Using R, Jags, Nimble, Stan and Tmb

Applied Statistical Modelling for Ecologists provides a gentle introduction to the essential models of applied statistics: linear models, generalized linear models, mixed and hierarchical models. All models are fit with both a likelihood and a Bayesian approach, using several powerful software packages widely used in research publications: JAGS, NIMBLE, Stan, and TMB. In addition, the foundational method of maximum likelihood is explained...

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