Hierarchical Modeling and Inference in Ecology

Written By J. Andrew Royle
Hierarchical Modeling and Inference in Ecology
  • Publsiher : Elsevier
  • Release : 15 October 2008
  • ISBN : 0080559255
  • Pages : 464 pages
  • Rating : /5 from reviews
GET THIS BOOKHierarchical Modeling and Inference in Ecology


Download or read book entitled Hierarchical Modeling and Inference in Ecology by author: J. Andrew Royle which was release on 15 October 2008 and published by Elsevier with total page 464 pages . This book available in PDF, EPUB and Kindle Format. A guide to data collection, modeling and inference strategies for biological survey data using Bayesian and classical statistical methods. This book describes a general and flexible framework for modeling and inference in ecological systems based on hierarchical models, with a strict focus on the use of probability models and parametric inference. Hierarchical models represent a paradigm shift in the application of statistics to ecological inference problems because they combine explicit models of ecological system structure or dynamics with models of how ecological systems are observed. The principles of hierarchical modeling are developed and applied to problems in population, metapopulation, community, and metacommunity systems. The book provides the first synthetic treatment of many recent methodological advances in ecological modeling and unifies disparate methods and procedures. The authors apply principles of hierarchical modeling to ecological problems, including * occurrence or occupancy models for estimating species distribution * abundance models based on many sampling protocols, including distance sampling * capture-recapture models with individual effects * spatial capture-recapture models based on camera trapping and related methods * population and metapopulation dynamic models * models of biodiversity, community structure and dynamics * Wide variety of examples involving many taxa (birds, amphibians, mammals, insects, plants) * Development of classical, likelihood-based procedures for inference, as well as Bayesian methods of analysis * Detailed explanations describing the implementation of hierarchical models using freely available software such as R and WinBUGS * Computing support in technical appendices in an online companion web site

Hierarchical Modeling and Inference in Ecology

Hierarchical Modeling and Inference in Ecology
  • Author : J. Andrew Royle,Robert M. Dorazio
  • Publisher : Elsevier
  • Release Date : 2008-10-15
  • Total pages : 464
  • ISBN : 0080559255
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Summary : A guide to data collection, modeling and inference strategies for biological survey data using Bayesian and classical statistical methods. This book describes a general and flexible framework for modeling and inference in ecological systems based on hierarchical models, with a strict focus on the use of probability models and parametric ...

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

Applied Hierarchical Modeling in Ecology  Analysis of Distribution  Abundance and Species Richness in R and BUGS
  • Author : Marc Kery,J. Andrew Royle
  • Publisher : Academic Press
  • Release Date : 2020-10-10
  • Total pages : 820
  • ISBN : 0080559255
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Summary : 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 ...

Models of the Ecological Hierarchy

Models of the Ecological Hierarchy
  • Author : Anonim
  • Publisher : Newnes
  • Release Date : 2012-12-31
  • Total pages : 594
  • ISBN : 0080559255
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Summary : In the application of statistics to ecological inference problems, hierarchical models combine explicit models of ecological system structure or dynamics with models of how ecological systems are observed. The principles of hierarchical modeling are applied in this book to a wide range of problems ranging from the molecular level, through ...

Introduction to Hierarchical Bayesian Modeling for Ecological Data

Introduction to Hierarchical Bayesian Modeling for Ecological Data
  • Author : Eric Parent,Etienne Rivot
  • Publisher : CRC Press
  • Release Date : 2012-08-21
  • Total pages : 427
  • ISBN : 0080559255
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Summary : Making statistical modeling and inference more accessible to ecologists and related scientists, Introduction to Hierarchical Bayesian Modeling for Ecological Data gives readers a flexible and effective framework to learn about complex ecological processes from various sources of data. It also helps readers get started on building their own statistical models. ...

Bayesian Inference

Bayesian Inference
  • Author : William A Link,Richard J Barker
  • Publisher : Academic Press
  • Release Date : 2009-08-07
  • Total pages : 354
  • ISBN : 0080559255
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Summary : This text is written to provide a mathematically sound but accessible and engaging introduction to Bayesian inference specifically for environmental scientists, ecologists and wildlife biologists. It emphasizes the power and usefulness of Bayesian methods in an ecological context. The advent of fast personal computers and easily available software has simplified ...

Hierarchical Modelling for the Environmental Sciences

Hierarchical Modelling for the Environmental Sciences
  • Author : James S. Clark,Alan E. Gelfand
  • Publisher : OUP Oxford
  • Release Date : 2006-05-04
  • Total pages : 216
  • ISBN : 0080559255
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Summary : New statistical tools are changing the ways in which scientists analyze and interpret data and models. Many of these are emerging as a result of the wide availability of inexpensive, high speed computational power. In particular, hierarchical Bayes and Markov Chain Monte Carlo methods for analysis provide consistent framework for ...

Occupancy Estimation and Modeling

Occupancy Estimation and Modeling
  • Author : Darryl I. MacKenzie,James D. Nichols,J. Andrew Royle,Kenneth H. Pollock,Larissa Bailey,James E. Hines
  • Publisher : Elsevier
  • Release Date : 2017-11-17
  • Total pages : 648
  • ISBN : 0080559255
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Summary : Occupancy Estimation and Modeling: Inferring Patterns and Dynamics of Species Occurrence, Second Edition, provides a synthesis of model-based approaches for analyzing presence-absence data, allowing for imperfect detection. Beginning from the relatively simple case of estimating the proportion of area or sampling units occupied at the time of surveying, the authors ...

Spatial Dynamics and Ecology of Large Ungulate Populations in Tropical Forests of India

Spatial Dynamics and Ecology of Large Ungulate Populations in Tropical Forests of India
  • Author : N. Samba Kumar
  • Publisher : Springer Nature
  • Release Date : 2021-04-15
  • Total pages : 212
  • ISBN : 0080559255
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Summary : Read online Spatial Dynamics and Ecology of Large Ungulate Populations in Tropical Forests of India written by N. Samba Kumar, published by Springer Nature which was released on . Download full Spatial Dynamics and Ecology of Large Ungulate Populations in Tropical Forests of India Books now! Available in PDF, ePub and ...

Bayesian Disease Mapping

Bayesian Disease Mapping
  • Author : Andrew B. Lawson
  • Publisher : CRC Press
  • Release Date : 2008-08-05
  • Total pages : 368
  • ISBN : 0080559255
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Summary : Focusing on data commonly found in public health databases and clinical settings, Bayesian Disease Mapping: Hierarchical Modeling in Spatial Epidemiology provides an overview of the main areas of Bayesian hierarchical modeling and its application to the geographical analysis of disease. The book explores a range of topics in Bayesian inference ...

Bayesian Models

Bayesian Models
  • Author : N. Thompson Hobbs,Mevin B. Hooten
  • Publisher : Princeton University Press
  • Release Date : 2015-08-04
  • Total pages : 320
  • ISBN : 0080559255
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Summary : Bayesian modeling has become an indispensable tool for ecological research because it is uniquely suited to deal with complexity in a statistically coherent way. This textbook provides a comprehensive and accessible introduction to the latest Bayesian methods—in language ecologists can understand. Unlike other books on the subject, this one ...

Spatial Capture Recapture

Spatial Capture Recapture
  • Author : J. Andrew Royle,Richard B. Chandler,Rahel Sollmann,Beth Gardner
  • Publisher : Academic Press
  • Release Date : 2013-08-27
  • Total pages : 612
  • ISBN : 0080559255
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Summary : Spatial Capture-Recapture provides a comprehensive how-to manual with detailed examples of spatial capture-recapture models based on current technology and knowledge. Spatial Capture-Recapture provides you with an extensive step-by-step analysis of many data sets using different software implementations. The authors' approach is practical – it embraces Bayesian and classical inference strategies to ...

Revista de biolog a tropical

Revista de biolog  a tropical
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2014
  • Total pages : 212
  • ISBN : 0080559255
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Summary : Read online Revista de biolog a tropical written by , published by which was released on 2014. Download full Revista de biolog a tropical Books now! Available in PDF, ePub and Kindle....

A Robust design Formulation of the Incidence Function Model of Metapopulation Dynamics Applied to Two Species of Rails

A Robust design Formulation of the Incidence Function Model of Metapopulation Dynamics Applied to Two Species of Rails
  • Author : Benjamin Brewster Risk
  • Publisher : Unknown
  • Release Date : 2009
  • Total pages : 116
  • ISBN : 0080559255
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Summary : Read online A Robust design Formulation of the Incidence Function Model of Metapopulation Dynamics Applied to Two Species of Rails written by Benjamin Brewster Risk, published by which was released on 2009. Download full A Robust design Formulation of the Incidence Function Model of Metapopulation Dynamics Applied to Two Species of ...

Community Ecology

Community Ecology
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2008
  • Total pages : 212
  • ISBN : 0080559255
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Summary : Read online Community Ecology written by , published by which was released on 2008. Download full Community Ecology Books now! Available in PDF, ePub and Kindle....

Journal of the American Statistical Association

Journal of the American Statistical Association
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2008
  • Total pages : 212
  • ISBN : 0080559255
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Summary : Read online Journal of the American Statistical Association written by , published by which was released on 2008. Download full Journal of the American Statistical Association Books now! Available in PDF, ePub and Kindle....