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Bayesian Mediation Analysis using R by ATANU. BHATTACHARJEE is a nonfiction available to read on EtoBox.

What is Bayesian Mediation Analysis using R about?

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.

Who reads Bayesian Mediation Analysis using R?

Author

ATANU. BHATTACHARJEE

Publisher

Chapman and Hall/CRC

Published

2024

Language

EN

ISBN

9781032287508

Category

nonfiction

Subjects

Mathematics, Computer Science, Organization And Data Processing