Bayesian Applications in Environmental and Ecological Studies with R and Stan is popular PDF and ePub book, written by Song S. Qian in 2022-08-29, it is a fantastic choice for those who relish reading online the Mathematics genre. Let's immerse ourselves in this engaging Mathematics book by exploring the summary and details provided below. Remember, Bayesian Applications in Environmental and Ecological Studies with R and Stan can be Read Online from any device for your convenience.
Bayesian Applications in Environmental and Ecological Studies with R and Stan Book PDF Summary
Modern ecological and environmental sciences are dominated by observational data. As a result, traditional statistical training often leaves scientists ill-prepared for the data analysis tasks they encounter in their work. Bayesian methods provide a more robust and flexible tool for data analysis, as they enable information from different sources to be brought into the modelling process. Bayesian Applications in Evnironmental and Ecological Studies with R and Stan provides a Bayesian framework for model formulation, parameter estimation, and model evaluation in the context of analyzing environmental and ecological data. Features: An accessible overview of Bayesian methods in environmental and ecological studies Emphasizes the hypothetical deductive process, particularly model formulation Necessary background material on Bayesian inference and Monte Carlo simulation Detailed case studies, covering water quality monitoring and assessment, ecosystem response to urbanization, fisheries ecology, and more Advanced chapter on Bayesian applications, including Bayesian networks and a change point model Complete code for all examples, along with the data used in the book, are available via GitHub 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, who could benefit from the potential power and flexibility of Bayesian methods.
Detail Book of Bayesian Applications in Environmental and Ecological Studies with R and Stan PDF
- Author : Song S. Qian
- Release : 29 August 2022
- Publisher : CRC Press
- ISBN : 9781351018777
- Genre : Mathematics
- Total Page : 416 pages
- Language : English
- PDF File Size : 20,5 Mb
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