Multiple imputation with weights

This chapter considers settings that are common in survey sampling in which account must be taken of the sampling scheme, typically through appropriate weighting. The main problem with the justification of multiple imputation (MI) in the sample survey setting is the absence of methods for the construction of proper imputation schemes. Kim et al . derive quite general conditions for approximate unb…