Applied Hierarchical Modeling in Ecology. Analysis of distribution, abundance and species richness in R and BUGS: Volume 1: Prelude and Static Models – Ebook PDF Instant Delivery – ISBN(s): 9780128013786,0128013788
Product details:
- ISBN-10 : 0128237686
- ISBN-13 : 978-0128237687
- Author:
Table of contents:
Chapter 1. Distribution, Abundance, and Species Richness in Ecology
Chapter 2. What Are Hierarchical Models and How Do We Analyze Them
Chapter 3. Linear Models, Generalized Linear Models (GLMs), and Random Effects Models: The Components of Hierarchical Models
Chapter 4. Introduction to Data Simulation
Chapter 5. Fitting Models Using the Bayesian Modeling Software BUGS and JAGS
Chapter 6. Modeling Abundance with Counts of Unmarked Individuals in Closed Populations: Binomial N-mixture Models
Chapter 7. Modeling Abundance Using Multinomial N-Mixture Models
Chapter 8. Modeling Abundance Using Hierarchical Distance Sampling
Chapter 9. Advanced Hierarchical Distance Sampling
Chapter 10. Modeling Static Occurrence and Species Distributions Using Site-occupancy Models
Chapter 11. Hierarchical Models for Communities