Bayesian Population Analysis using WinBUGS /

By: Kery, MarcMaterial type: TextTextPublication details: Elsevier, 2011ISBN: 9780123870209Online resources: Click here to access online
Contents:
Chapter 1 - Introduction Pages 1-21 Chapter 2 - Brief Introduction to Bayesian Statistical Modeling Pages 23-45 Chapter 3 - Introduction to the Generalized Linear Model: The Simplest Model for Count Data Pages 47-72 Chapter 4 - Introduction to Random Effects: Conventional Poisson GLMM for Count Data Pages 73-113 Chapter 5 - State-Space Models for Population Counts Pages 115-132 Chapter 6 - Estimation of the Size of a Closed Population from Capture–Recapture Data Pages 133-170 Chapter 7 - Estimation of Survival from Capture–Recapture Data Using the Cormack–Jolly–Seber Model Pages 171-239 Chapter 8 - Estimation of Survival Using Mark-Recovery Data Pages 241-262 Chapter 9 - Estimation of Survival and Movement from Capture–Recapture Data Using Multistate Models Pages 263-313 Chapter 10 - Estimation of Survival, Recruitment, and Population Size from Capture–Recapture Data Using the Jolly–Seber Model Pages 315-346 Chapter 11 - Estimation of Demographic Rates, Population Size, and Projection Matrices from Multiple Data Types Using Integrated Population Models Pages 347-381 Chapter 12 - Estimation of Abundance from Counts in Metapopulation Designs Using the Binomial Mixture Model Pages 383-411 Chapter 13 - Estimation of Occupancy and Species Distributions from Detection/Nondetection Data in Metapopulation Designs Using Site-Occupancy Models Pages 413-461 Chapter 14 - Concluding Remarks Pages 463-477 Appendix 1 - A List of WinBUGS Tricks Pages 479-486 Appendix 2 - Two Further Useful Multistate Capture–Recapture Models Pages 487-496
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e-Books e-Books Central Library, Sikkim University
Not for loan E-56
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Chapter 1 - Introduction
Pages 1-21

Chapter 2 - Brief Introduction to Bayesian Statistical Modeling
Pages 23-45

Chapter 3 - Introduction to the Generalized Linear Model: The Simplest Model for Count Data
Pages 47-72

Chapter 4 - Introduction to Random Effects: Conventional Poisson GLMM for Count Data
Pages 73-113

Chapter 5 - State-Space Models for Population Counts
Pages 115-132

Chapter 6 - Estimation of the Size of a Closed Population from Capture–Recapture Data
Pages 133-170

Chapter 7 - Estimation of Survival from Capture–Recapture Data Using the Cormack–Jolly–Seber Model
Pages 171-239

Chapter 8 - Estimation of Survival Using Mark-Recovery Data
Pages 241-262

Chapter 9 - Estimation of Survival and Movement from Capture–Recapture Data Using Multistate Models
Pages 263-313

Chapter 10 - Estimation of Survival, Recruitment, and Population Size from Capture–Recapture Data Using the Jolly–Seber Model
Pages 315-346

Chapter 11 - Estimation of Demographic Rates, Population Size, and Projection Matrices from Multiple Data Types Using Integrated Population Models
Pages 347-381

Chapter 12 - Estimation of Abundance from Counts in Metapopulation Designs Using the Binomial Mixture Model
Pages 383-411

Chapter 13 - Estimation of Occupancy and Species Distributions from Detection/Nondetection Data in Metapopulation Designs Using Site-Occupancy Models
Pages 413-461

Chapter 14 - Concluding Remarks
Pages 463-477

Appendix 1 - A List of WinBUGS Tricks
Pages 479-486

Appendix 2 - Two Further Useful Multistate Capture–Recapture Models
Pages 487-496

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