Missing data II

Lecture:

We discuss why multiple imputation is the state of the art technique for drawing valid inferences from incomplete data. Slides

For more slides and exercises see https://www.gerkovink.com/sda/

Exercise in class:

R exercise where we find the answer to a scientific question of interest on incomplete data via multiple imputation with the R package mice. Exercise 4 - passive imputation
Exercise 4 - passive imputation answers Exercise 4 - passive imputation walthrough

Exercise 5 - Combining inferences
Exercise 5 - Combining inferences answers Exercise 5 - Combining inferences walthrough

Exercise 6 - multilevel
Exercise 6 - multilevel answers

see also https://www.gerkovink.com/sda/

Take Home Exercise (prepare for next week):

Finish all the missing data exercises