Applied Hierarchical Modeling in Ecology: Analysis of distribution, abundance and species richness in R and BUGS (ePub)

Name: Applied Hierarchical Modeling in Ecology: Analysis of distribution, abundance and species richness in R and BUGS
Brand: Elsevier Science & Techn.
SKU: 71767316
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Volume 1:Prelude and Static Models (Sprache: Englisch)

Autoren: Marc Kéry , J. Andrew Royle

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Applied Hierarchical Modeling in Ecology: Analysis of distribution, abundance and species richness in R and BUGS, Marc Kéry, J. Andrew Royle

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Applied Hierarchical Modeling in Ecology: Distribution, Abundance, Species Richness offers a new synthesis of the state-of-the-art of hierarchical models for plant and animal distribution, abundance, and community characteristics such as species...

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Applied Hierarchical Modeling in Ecology: Distribution, Abundance, Species Richness offers a new synthesis of the state-of-the-art of hierarchical models for plant and animal distribution, abundance, and community characteristics such as species richness using data collected in metapopulation designs. These types of data are extremely widespread in ecology and its applications in such areas as biodiversity monitoring and fisheries and wildlife management.

This first volume explains static models/procedures in the context of hierarchical models that collectively represent a unified approach to ecological research, taking the reader from design, through data collection, and into analyses using a very powerful class of models. Applied Hierarchical Modeling in Ecology, Volume 1 serves as an indispensable manual for practicing field biologists, and as a graduate-level text for students in ecology, conservation biology, fisheries/wildlife management, and related fields.

Provides a synthesis of important classes of models about distribution, abundance, and species richness while accommodating imperfect detection
Presents models and methods for identifying unmarked individuals and species
Written in a step-by-step approach accessible to non-statisticians and provides fully worked examples that serve as a template for readers' analyses
Includes companion website containing data sets, code, solutions to exercises, and further information

Autoren-Porträt von Marc Kéry, J. Andrew Royle

Marc Kéry is a population ecologist with the Swiss Ornithological Institute and a courtesy professor at the University of Zürich. He is an expert in the estimation and modeling of abundance, distribution and species richness in animal and plant populations and has coauthored approximately 100 peer-reviewed articles and four books.

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Autoren: Marc Kéry , J. Andrew Royle
2015, 808 Seiten, Englisch
Verlag: Elsevier Science & Techn.
ISBN-10: 0128014865
ISBN-13: 9780128014868
Erscheinungsdatum: 14.11.2015

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Dateiformat: ePub
Grösse: 19 MB
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"For the beginning practitioner of hierarchical models,...this is definitely worth the space and may actually be the first place to start developing a strong fundamental understanding of hierarchical modeling. For more seasoned quantitative ecologists, there are lots of useful modeling details for both the unmarked and BUGS/JAGS syntax,...there is value to having it all in one place. Finally, for professors looking to teach a class or short-course on hierarchical models in ecology,...an excellent text for the course." course." --Journal of Agricultural, Biological, and Environmental Statistics

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