Bayesian Applications in Environmental and Ecological Studies with R and Stan

Language: English

Published by Chapman And Hall/CRC Aug 2022, 2022

1138497398 / 9781138497399

Series: Book 13 of 15 - Chapman & Hall/CRC Applied Environmental Statistics

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Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.

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This item is printed on demand - it takes 3-4 days longer - Neuware -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. 416 pp. Englisch.…

Seller Inventory # 9781138497399

Title
Bayesian Applications in Environmental and Ecological Studies with R and Stan
Author
Mark R. Dufour
Publisher
Chapman And Hall/CRC Aug 2022
Publication year
2022
Condition
Neu
Binding
Buch
Language
English
ISBN 10
1138497398
ISBN 13
9781138497399
Item weight
787 grams
Dimensions
240x161x27 mm
Series
Book 13 of 15: Chapman & Hall/CRC Applied Environmental Statistics

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

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