Spatial Capture-Recapture
- Length: 612 pages
- Edition: 1
- Language: English
- Publisher: Academic Press
- Publication Date: 2013-09-09
- ISBN-10: 0124059392
- ISBN-13: 9780124059399
- Sales Rank: #703756 (See Top 100 Books)
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 give the reader different options to get the job done. In addition, Spatial Capture-Recapture provides data sets, sample code and computing scripts in an R package.
- Comprehensive reference on revolutionary new methods in ecology makes this the first and only book on the topic
- Every methodological element has a detailed worked example with a code template, allowing you to learn by example
- Includes an R package that contains all computer code and data sets on companion website
Table of Contents
Chapter 1 Introduction
Chapter 2 Statistical Models and SCR
Chapter 3 GLMs and Bayesian Analysis
Chapter 4 Closed Population Models
Chapter 5 Fully Spatial Capture-Recapture Models
Chapter 6 Likelihood Analysis of Spatial Capture-Recapture Models
Chapter 7 Modeling Variation in Encounter Probability
Chapter 8 Model Selection and Assessment
Chapter 9 Alternative Observation Models
Chapter 10 Sampling Design
Chapter 11 Modeling Spatial Variation in Density
Chapter 12 Modeling Landscape Connectivity
Chapter 13 Integrating Resource Selection with Spatial Capture-Recapture Models
Chapter 14 Stratified Populations: Multi-Session and Multi-Site Data
Chapter 15 Models for Search-Encounter Data
Chapter 16 Open Population Models
Chapter 17 Developing Markov Chain Monte Carlo Samplers
Chapter 18 Unmarked Populations
Chapter 19 Spatial Mark-Resight Models
Chapter 20 2012: A Spatial Capture-Recapture Odyssey
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