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portada Bayesian Mediation Analysis Using r
Type
Physical Book
Publisher
Author
Language
English
Format
Hardcover
ISBN13
9781032287508

Bayesian Mediation Analysis Using r

Bhattacharjee Atanu (Author) · Crc Press · Hardcover

Bayesian Mediation Analysis Using r - Bhattacharjee Atanu

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Synopsis "Bayesian Mediation Analysis Using r"

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.

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