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Bayesian analysis for population ecology

Author: Ruth King
Publisher: Boca Raton : Chapman & Hall/CRC, ©2010.
Series: Interdisciplinary statistics.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Database:WorldCat
Summary:
"Emphasizing model choice and model averaging, this book presents up-to-date Bayesian methods for analyzing complex ecological data. It provides a basic introduction to Bayesian methods that assumes no prior knowledge. The book includes detailed descriptions of methods that deal with covariate data and covers techniques at the forefront of research, such as model discrimination and model averaging. Leaders in the  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Bayesian analysis for population ecology.
Boca Raton : Chapman & Hall/CRC, ©2010
(DLC) 2009026637
(OCoLC)301889402
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Ruth King
ISBN: 9781439811887 1439811881
OCLC Number: 671655072
Reproduction Notes: Electronic reproduction. [S.l.] : HathiTrust Digital Library, 2010. MiAaHDL
Description: 1 online resource (xiii, 442 pages) : illustrations.
Details: Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002.
Contents: Introduction to Statistical Analysis of Ecological Data --
Data, Models and Likelihoods --
Classical Inference Based on Likelihood --
Bayesian Inference --
Markov Chain Monte Carlo --
Model Discrimination --
MCMC and RJMCMC Computer Programs --
Covariates, Missing Values and Random Effects --
Multi-State Models --
State-Space Modelling --
Closed Populations --
A. Common Distributions --
B. Programming in R --
C. Programming in WinBUGS.
Series Title: Interdisciplinary statistics.
Responsibility: Ruth King [and others].
More information:

Abstract:

Emphasizing model choice and model averaging, this book presents Bayesian methods for analyzing complex ecological data. It provides a basic introduction to Bayesian methods that assumes no prior  Read more...

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"Although the book draws largely from questions and issues relevant to wildlife management, it serves as a useful guide for individuals outside the field. Overall, Bayesian Analysis for Population Read more...

 
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