Applied hierarchical modeling in ecology : analysis of distribution, abundance and species richness in R and BUGS /: analysis of distribution, abundance and species richness in R and BUGS. (2015)

• Record Type: Book
• Further Information: Note: Marc Kéry, J. Andrew Royle.
• Authors: Kéry, Marc; Royle, J. Andrew
• Contents: Preface Part 1: Prelude 1. Distribution, abundance and species richness in ecology 2. What are hierarchical models and how do we analyse them ? 3. Linear models, generalized linear models (GLMs), and random-effects: the components of hierarchical models 4. Introduction to data simulation 5. The Bayesian modeling software BUGS and JAGS Part 2: Models for static systems 6. Modeling abundance using binomial N-mixture models 7. Modeling abundance using multinomial N-mixture models 8. Modeling abundance using hierarchical distance sampling 9. Advanced hierarchical distance sampling 10. Modeling distribution and occurrence using site-occupancy models 11. Community models (incidence- and abundance-based) 12. Spatial models I (CAR, spatial exponential)
• Publisher Details: Amsterdam : Academic Press
• Publication Date: 2015
• Extent: 1 online resource, illustrations (colour)
• Subjects: 577.015118; Ecology -- Mathematical models
• Languages: English
• ISBNs: 9780128014868
• Related ISBNs: 9780128013786
• Notes: Note: Description based on CIP data; item not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.