Kery, Marc

Bayesian Population Analysis using WinBUGS / - Elsevier, 2011

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


9780123870209