Lectures between 13.5. - 15.5.2024, DMS building (MP2 and seminar room, 2nd floor )

Bayesian Data Analysis with R

Dr. Pablo Emilio Verde, Heinrich Heine University Düsseldorf

13.5.2024:

• Introduction to Bayesian inference
• Bayesian statistical of simple statistical models
• Using R, MultiBUGS and JAGS for simple Bayesian models

13:00 - 14:00, MP2
14:00 - 18:00, seminar room, 2nd floor

14.5.2024:

• The role of prior distributions in Bayesian inference
• Bayesian analysis of multiple parameters models
• Bayesian analysis of regression models
• Introduction to Bayesian computations

08:00 - 12:00, 13:00 - 14:00, 15:00 - 18:00, seminar room, 2nd floor

15.5.2024:

• Introduction to Hierarchical Modeling
• Longitudinal data analysis
• Bayesian analysis of special models: models for missing data, non-parametric models

10:00 - 12:00, 13:00 - 17:00, seminar room, 2nd floor