Multiple Imputation of Missing Data Using SAS

Chapter 7: Multiple Imputation Case Studies

7.1 Multiple Imputation Case Studies

7.2 Comparative Analysis of HRS 2006 Data Using Complete Case Analysis and Multiple Imputation of Missing Data

7.2.1 Exploration of Missing Data

7.2.2 Complete Case Analysis Using PROC SURVEYLOGISTIC.

7.2.3 Multiple Imputation of Missing Data with an Arbitrary Missing Data Pattern Using the FCS Method with Diagnostic Trace Plots

7.2.4 Logistic Regression Analysis of Imputed Data Sets Using PROC SURVEYLOGISTIC.

7.2.5 Use of PROC MIANALYZE with Logistic Regression Output

7.2.6 Comparison of Complete Case Analysis and Multiply Imputed Analysis

7.3 Imputation and Analysis of Longitudinal Seizure Data

7.3.1 Introduction to the Seizure Data

7.3.2 Exploratory Analysis of ...