Bayesian Social Science Statistics - Couverture souple

Le Bao

 
9781009340977: Bayesian Social Science Statistics
Couverture souple
ISBN 10 : 1009340972 ISBN 13 : 9781009340977
Editeur : Cambridge University Press, 2026

Synopsis

This Element introduces the basics of Bayesian regression modeling using modern computational tools. This Element only assumes that the reader has taken a basic statistics course and has seen Bayesian inference at the introductory level of Gill and Bao (2024). Some matrix algebra knowledge is assumed but the authors walk carefully through the necessary structures at the start of this Element. At the end of the process readers will fully understand how Bayesian regression models are developed and estimated, including linear and nonlinear versions. The sections cover theoretical principles and real-world applications in order to provide motivation and intuition. Because Bayesian methods are intricately tied to software, code in R and Python is provided throughout.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
Cambridge University Press
Date d'édition
2026
Langue
anglais
ISBN 10 
1009340972
ISBN 13 
9781009340977
Reliure
Broché
Nombre de pages
116
Coordonnées du fabricant
Cambridge University Press
https://www.cambridge.org/

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Pomezia
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Autres éditions populaires du même titre

9781009598446: Bayesian Social Science Statistics: Volume 2: Getting Productive

Edition présentée

ISBN 10 :  1009598449 ISBN 13 :  9781009598446
Editeur : Cambridge University Press, 2026
Couverture rigide