Books  Ecological & Biological Sciences  Data Analysis & Modelling  Modelling 

Introduction to Hierarchical Bayesian Modeling of Ecological Data

Handbook / Manual

Series: Chapman & Hall/CRC Applied Environmental Statistics

By: Éric Parent(Author), Étienne Rivot(Author)

405 pages, 100 b/w photos and illustrations, tables

CRC Press

Hardback | Sep 2012 | #196062 | ISBN-13: 9781584889199
Availability: Usually dispatched within 6 days Details
NHBS Price: £71.99 $95/€81 approx

About this book

Bayesian statistics are becoming the contemporary standard for treating ecological data. Introduction to Hierarchical Bayesian Modeling of Ecological Data is designed for readers who are interested in the quantitative analysis of environmental data yet reluctant to apply ready-made technical recipes without understanding how and why they work. It focuses on up-to-date ecological issues, including biodiversity, community behavior, and genomics, and shows how they could be revisited by using Bayesian modeling techniques. Highly practical, the text encourages readers to deal with advanced ecological issues in practice and to implement models of their own.


- Introduction
- The Elementary Beta-Binomial Model for a Capture-Marked Experiment
- The Normal Model: Does the Fish Farm Pollution Influence Juvenile Growth?
- Playing with the Beta-Binomial Model
- Introducing Explanatory Variables
- Borrowing Strength from Similar Units?
- Observations Errors
- More than One Component Data
- Dynamics
- Cocktail Models for Combining Various Sources of Information
- Planification/Decision

Write a review

There are currently no reviews for this book. Be the first to review this book!

Bestsellers in this subject

Habitat Suitability and Distribution Models

NHBS Special Offer Price: £36.99 £39.99 (Save £3.00) $49/€42 approx (ends 30/09/2018)

Mixed Effects Models and Extensions in Ecology with R

NHBS Price: £79.99 $105/€90 approx

Quantitative Ecology and Evolutionary Biology

NHBS Price: £34.99 $46/€39 approx

VAT: GB 407 4846 44
NHBS Ltd is registered in England and Wales: 1875194