Bayesian Mediation Analysis using R

Language: English

Published by Chapman And Hall/CRC, 2024

1032287500 / 9781032287508

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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nach der Bestellung gedruckt Neuware - Printed after ordering - Delve into the realm of statistical methodology for mediation analysis with a Bayesian perspective in high dimensional data through this comprehensive guide. Focused on various forms of time-to-event data methodologies, this book helps readers master the application of Bayesian mediation analysis using R. Across ten chapters, this book explores concepts of mediation analysis, survival analysis, accelerated failure time modeling, longitudinal data analysis, and competing risk modeling. Each chapter progressively unravels intricate topics, from the foundations of Bayesian approaches to advanced techniques like variable selection, bivariate survival models, and Dirichlet process priors. With practical examples and step-by-step guidance, this book empowers readers to navigate the intricate landscape of high-dimensional data analysis, fostering a deep understanding of its applications and significance in diverse fields.

Seller Inventory # 9781032287508

Title
Bayesian Mediation Analysis using R
Author
Atanu Bhattacharjee
Publisher
Chapman And Hall/CRC
Publication year
2024
Condition
Neu
Binding
Buch
Language
English
ISBN 10
1032287500
ISBN 13
9781032287508
Item weight
426 grams
Dimensions
240x161x14 mm

AHA-BUCH GmbH

Einbeck, Germany

5-star seller

AbeBooks seller since August 14, 2006

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