Bayesian statistical methods /
"Bayesian Statistical Methods provides data scientists with the foundational and computational tools needed to carry out a Bayesian analysis. This book focuses on Bayesian methods applied routinely in practice including multiple linear regression, mixed effects models and generalized linear mod...
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Main Authors: | |
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Group Author: | |
Published: |
CRC Press, Taylor & Francis Group,
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Publisher Address: | Boca Raton, FL : |
Publication Dates: | [2019] |
Literature type: | Book |
Language: | English |
Series: |
Texts in statistical science series
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Subjects: | |
Summary: |
"Bayesian Statistical Methods provides data scientists with the foundational and computational tools needed to carry out a Bayesian analysis. This book focuses on Bayesian methods applied routinely in practice including multiple linear regression, mixed effects models and generalized linear models (GLM). The authors include many examples with complete R code and comparisons with analogous frequentist procedures." |
Carrier Form: | xii, 275 pages : illustrations, maps, forms ; 24 cm. |
Bibliography: | Includes bibliographical references (pages 265-271) and index. |
ISBN: |
9780815378648 (hardcover : alkaline paper) : 0815378645 (hardcover : alkaline paper) 9780429514340 (ebook) 0429514344 (ebook) |
Index Number: | QA279 |
CLC: | O212.8-44 |
Call Number: | O212.8-44/R347 |