Mevin B. Hooten, Devin S. Johnson, Brett T. McClintock, Juan M. Morales

Animal Movement (eBook, PDF)

Statistical Models for Telemetry Data

• Format: PDF

Produktbeschreibung

Animal Movement is an essential reference for wildlife biologists, quantitative ecologists, and statisticians who seek a deeper understanding of modern animal movement models. A wide variety of modeling approaches are reconciled in the book using a consistent notation. Models are organized into groups based on how they treat the underlying spatio-temporal process of movement. Connections among approaches are highlighted to allow the reader to form a broader view of animal movement analysis and its associations with traditional spatial and temporal statistical modeling.

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Produktdetails

• Verlag: Taylor & Francis
• Seitenzahl: 320
• Erscheinungstermin: 16. März 2017
• Englisch
• ISBN-13: 9781466582156
• Artikelnr.: 48787494

Autorenporträt

Mevin B. Hooten is an Associate Professor in the Departments of Fish, Wildlife & Conservation Biology and Statistics at Colorado State University. He is also Assistant Unit Leader in the U.S. Geological Survey, Colorado Cooperative Fish and Wildlife Research Unit. He earned his PhD in Statistics at the University of Missouri and focuses on the development of statistical methodology for spatial and spatio-temporal ecological processes.

Devin S. Johnson is a Statistician at the National Oceanic and Atmospheric Administration, National Marine Fisheries Service. He earned a PhD in Statistics at Colorado State University and focuses on the development and application of statistical models for ecological data, focusing on marine mammals. He is also the creator and maintainer of the 'crawl' R package.

Brett T. McClintock is a Statistician at the National Oceanic and Atmospheric Administration, National Marine Fisheries Service. He earned a PhD in Wildlife Biology and MS in Statistics at Colorado State University. His research focuses on the development and application of statistical models for ecological data with a primary focus on marine mammals.

Juan M. Morales is a Researcher from CONICET and a Professor at Universidad Nacional del Comahue in Bariloche, Argentina. He earned a PhD in Ecology at the University of Connecticut and his research focus is on animal movement and spatial ecology.

Inhaltsangabe

Chapter 1 Introduction Chapter 2 Statistics for Spatial Data Chapter 3
Statistics for Temporal Data Chapter 4 Point Process Models Chapter 5
Discrete-Time Models Chapter 6 Continuous-Time Models Chapter 7 Secondary
Models and Inference

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Chapter 1 Introduction Chapter 2 Statistics for Spatial Data Chapter 3 Statistics for Temporal Data Chapter 4 Point Process Models Chapter 5 Discrete-Time Models Chapter 6 Continuous-Time Models Chapter 7 Secondary Models and Inference

Rezensionen

Name: Jason Matthiopoulos

Source: Journal of Agricultural, Biological, and Environmental Statistics

The authors have indulged themselves by presenting a selection of topics to great depth, but never sacrificing comprehensive coverage. This is, by far, the best available book on the analysis of animal movement: a deeply thoughtful and multifaceted presentation of difficult but necessary concepts and methods.