Adv. Stat. Topics
Modules
Penalized regression
Causal discovery
Network analysis
Random Forest
Missing data
Analysis with missing data
Topics for module
Concepts in missing data analysis: MCAR, MAR, MNAR
Pitfalls in naive imputation
Rubin’s rules
Multiple imputations by chained equations
To read:
The following paper on
multiple imputation
Slides
R code from the exercises
Exercises
Exercises for the
morning session
Exercises for the
afternoon session
2025