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Courses - Spring 2024
EPIB
Epidemiology and Biostatistics Department Site
Open Seats as of
02/24/2024 at 10:30 PM
EPIB664
Missing Data Analysis
Credits: 3
Grad Meth: Reg, Aud
Recommended: Previous experience with at least one statistical software (e.g. SAS, R, STATA).
Missing data is a common problem in almost all scientific fields. Students will learn the different patterns and mechanisms of missing data, common procedures to handle missingness including weighting procedure, imputation-based procedure and model-based procedure. Useful and popular imputation methods and tools will be introduced. Numerous real data examples will be included to help students understand and solve the real world problem with missing data for different study designs.