1st Edition

Bayesian Mediation Analysis using R

By Atanu Bhattacharjee Copyright 2024
168 Pages 11 B/W Illustrations
by Chapman & Hall

168 Pages 11 B/W Illustrations
by Chapman & Hall

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,... Read more

1. Mediation Analysis. 2. Bayesian Mediation Analysis. 3. Parametric Survival Analysis. 4. Competing Risk Modelling. 5. Accelerated Failure Time Modelling. 6. Longitudinal Modelling. 7. High Dimensional Data Analysis. 8. Bayesian Survival Mediation Data Analysis. 9. Bayesian Accelerated Failure Time Mediation Data Analysis. 10. Bayesian Competing Risk Mediation Data Analysis. 

Biography

Dr. Atanu Bhattacharjee serves as an Academic Statistician at the University of Dundee, Scotland, specializing in medical statistics. His expertise encompasses survival analysis, competing risks, and high-dimensional data analysis. Dr. Bhattacharjee’s research revolves around advancing statistical methodologies for analyzing time-to-event data, particularly emphasizing competing risks and high-dimensional data. His contributions are evident through numerous publications in esteemed statistical journals. Additionally, Dr. Bhattacharjee has played a pivotal role in developing an R package tailored for conducting competing risks analysis and high dimensional data analysis.