ABSTRACT
Some general purpose programs offer modules to impute missing data (e.g., SAS PROC MI and the new Multiple Imputation procedure in SPSS V17.0). These approaches generally ignore the clustering structure in hierarchical data. Not much is known how imputation by such procedures affects the complete data analysis.
