Multiple Imputation of Missing Data Using SAS

Chapter 4: Multiple Imputation for the Analysis of Complex Sample Survey Data

4.1 Multiple Imputation and Informative Data Collection Designs

4.2 Complex Sample Surveys

4.3 Incorporating the Complex Sample Design in the MI Imputation Step

4.4 Incorporating the Complex Sample Design in the MI Analysis and Inference Steps

4.5 MI Imputation and Analysis for Subpopulations of Complex Sample Design Data Sets

4.6 Summary

4.1 Multiple Imputation and Informative Data Collection Designs

The general introductions to multiple imputation using SAS (Chapter 2) and preparation for an actual MI analysis in SAS (Chapter 3) have focused on the types of variables to be imputed, the patterns and amount of missing data, and the statistical distribution assumptions ...