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Applied Hierarchical Modeling in Ecology: Analysis of Distribution, Abundance and Species Richness in R and BUGS

Volume 2: Dynamic and Advanced Models

Vooraankondiging
Applied Hierarchical Modeling in Ecology: Analysis of Distribution, Abundance and Species Richness in R and BUGS - Royle, J. Andrew; Kery, Marc - ISBN: 9780128095850
Prijs: € 99,55 (onder voorbehoud)
Beschikbaarheid: Nog niet verschenen.
Bindwijze: Boek, Paperback (01-03-2020)
Genre: Plant- en gewaswetenschap
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Beschrijving

Applied Hierarchical Modeling in Ecology: Analysis of Distribution, Abundance and Species Richness in R and BUGS, Volume Two: Dynamic and Advanced Models provides a synthesis of the state-of-the-art in hierarchical models for plant and animal distribution, also focusing on the complex and more advanced models currently available. The book explains all procedures in the context of hierarchical models that represent a unified approach to ecological research, thus taking the reader from design, through data collection, and into analyses using a very powerful way of synthesizing data.



  • Makes ecological modeling accessible for people who are struggling to use complex or advanced modeling programs
  • Synthesizes current ecological models and explains how they are inter-connected
  • Contains examples throughout the book, walking the reading through scenarios with both real and simulated data
  • Presents an ideal resource for ecologists working in R, an open source version of S known for its exceptional ecology analyses, and in BUGS for more flexible Bayesian analyses

Details

Titel: Applied Hierarchical Modeling in Ecology: Analysis of Distribution, Abundance and Species Richness in R and BUGS
auteur: Royle, J. Andrew; Kery, Marc
Mediatype: Boek
Bindwijze: Paperback
Taal: Engels
Aantal pagina's: 520
Uitgever: Elsevier Science
Publicatiedatum: 2020-03-01
NUR: Plant- en gewaswetenschap
Afmetingen: 235 x 191
ISBN/ISBN13: 9780128095850
Intern nummer: 44647564
Volume: 2

Biografie (woord)

Dr Royle is currently a Research Statistician at the U.S. Geological Survey's Patuxent Wildlife Research Center. His research is focused on the application of probability and statistics to ecological problems, especially those related to animal sampling and demographic modeling. Much of his research over the last 10 years has been devoted to the development of methods illustrated in our new book. He has authored or coauthored more than 100 journal articles, and co-authored the books Spatial Capture Recapture, Hierarchical Modeling and Inference in Ecology and Occupancy Estimation and Modeling: Inferring Patterns and Dynamics of Species Occurrence, all published by Academic Press.

Extra informatie

Helping ecologists learn when and how to use dynamic and complex models to analyze their data

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