| Description |
1 online resource (xiii, 442 pages) : illustrations |
| Series |
Interdisciplinary statistics series |
|
Interdisciplinary statistics.
|
| 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 |
| 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 statistical ecology field, the authors apply the theory to a wide range of actual case studies and illustrate the methods using WinBUGS and R. The computer programs and full details of the data sets are available on the book's website"--Provided by publisher |
| Analysis |
population ecology |
|
ecologie |
|
ecology |
|
bayesiaanse theorie |
|
bayesian theory |
|
gegevensanalyse |
|
data analysis |
|
statistische analyse |
|
statistical analysis |
|
statistiek |
|
statistics |
|
wiskunde |
|
mathematics |
|
modellen |
|
models |
|
Population Ecology |
|
Statistical Analysis |
|
Populatie-ecologie |
|
Statistische analyse |
| Bibliography |
Includes bibliographical references and index |
| Notes |
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. http://purl.oclc.org/DLF/benchrepro0212 MiAaHDL |
|
digitized 2010 HathiTrust Digital Library committed to preserve pda MiAaHDL |
|
Print version record |
| Subject |
Population biology -- Mathematics
|
|
Bayesian field theory.
|
|
Fertility.
|
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Population genetics.
|
|
Bayes Theorem
|
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Fertility
|
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Genetics, Population
|
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Reproduction
|
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SCIENCE -- Environmental Science (see also Chemistry -- Environmental)
|
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NATURE -- Ecosystems & Habitats -- Wilderness.
|
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NATURE -- Ecology.
|
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SCIENCE -- Life Sciences -- Ecology.
|
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Population genetics
|
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Fertility
|
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Bayesian field theory
|
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Population biology -- Mathematics
|
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Populationsbiologie -- Bayes-Methode.
|
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Bayes-Methode -- Populationsbiologie.
|
| Form |
Electronic book
|
| Author |
King, Ruth, 1977-
|
| ISBN |
9781439811887 |
|
1439811881 |
|
