Bayesian Social Science Statistics: From the Very Beginning - Rilegato

Gill, Jeff; Bao, Le

 
9781009494694: Bayesian Social Science Statistics: From the Very Beginning

Sinossi

In this Element, the authors introduce Bayesian probability and inference for social science students and practitioners starting from the absolute beginning and walk readers steadily through the Element. No previous knowledge is required other than that in a basic statistics course. At the end of the process, readers will understand the core tenets of Bayesian theory and practice in a way that enables them to specify, implement, and understand models using practical social science data. Chapters will cover theoretical principles and real-world applications that provide motivation and intuition. Because Bayesian methods are intricately tied to software, code in both R and Python is provided throughout.

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Informazioni sull?autore

In this Element, the authors introduce Bayesian probability and inference for social science students and practitioners starting from the absolute beginning and walk readers steadily through the Element. No previous knowledge is required other than that in a basic statistics course. At the end of the process, readers will understand the core tenets of Bayesian theory and practice in a way that enables them to specify, implement, and understand models using practical social science data. Chapters will cover theoretical principles and real-world applications that provide motivation and intuition. Because Bayesian methods are intricately tied to software, code in both R and Python is provided throughout.

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Altre edizioni note dello stesso titolo

9781009341196: Bayesian Social Science Statistics: From the Very Beginning

Edizione in evidenza

ISBN 10:  1009341197 ISBN 13:  9781009341196
Casa editrice: Cambridge University Press, 2024
Brossura