Bayesian Applications in Environmental and Ecological Studies with R and Stan

ISBN-13: 9781138497399 / Angielski / Twarda / 2022 / 416 str.

Song S. Qian; Mark R. Dufour; Ibrahim Alameddine

Opis

The book is primarily aimed at graduate students and researchers in the environmental and ecological sciences, as well as environmental management professionals. This is a group of people representing diverse subject matter fields, which could benefit from the potential power and flexibility of Bayesian methods.

Spis treści

1. Overview
2. Bayesian Inference and Monte Carlo Simulation
3. An Overview of Bayesian Inference
4. Environmental Monitoring and Assessment - Normal Response Models
5. Population and Community: Count Variables
6. Hierarchical Modeling and Aggregation
7. Bayesian Applications
8. Concluding Remarks