Sensitivity analysis: MI unleashed

In this chapter, the authors review the theory underlying the analysis of data when missing values are missing not at random, in particular focusing on the contrast between the pattern mixture and selection model approaches. They also reviews some of the issues that have to be considered in framing sensitivity analyses. The authors outline the multiple imputation approach to pattern mixture modell…