The environmental sciences are undergoing a revolution in the use of models and data. Facing ecological data sets of unprecedented size and complexity, environm

Introduction and background; Exploratory data analysis and graphics; Deterministic functions for ecological modeling; Probability and stochastic distributions f

This book discusses advanced statistical methods that can be used to analyse ecological data. Most environmental collected data are measured repeatedly over tim

A guide to data collection, modeling and inference strategies for biological survey data using Bayesian and classical statistical methods.This book describes a

Bayesian Data Analysis in Ecology Using Linear Models with R, BUGS, and STAN examines the Bayesian and frequentist methods of conducting data analyses. The book