UID:
almahu_9949865803102882
Format:
1 online resource (xiii, 154 pages) :
,
illustrations
Edition:
First edition.
ISBN:
9781032287522
,
1032287527
,
9781003298373
,
1003298370
,
9781040009437
,
1040009433
,
9781040009482
,
1040009484
Content:
"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"--
Additional Edition:
Print version: Bhattacharjee, Atanu Bayesian mediation analysis using R Boca Raton : C&H/CRC Press, 2024 ISBN 9781032287508
Language:
English
DOI:
10.1201/9781003298373
URL:
https://www.taylorfrancis.com/books/9781003298373
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