Atanu Bhattacharjee

Bayesian Mediation Analysis using R

• Gebundenes Buch

Produktbeschreibung

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, and more.

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Produktdetails

• Verlag: Taylor & Francis Ltd
• Seitenzahl: 154
• Erscheinungstermin: 4. Juli 2024
• Englisch
• Abmessung: 234mm x 156mm
• Gewicht: 453g
• ISBN-13: 9781032287508
• ISBN-10: 1032287500
• Artikelnr.: 70150003

Autorenporträt

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.

Inhaltsangabe

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.