Multiple Imputation in Practice

Trivellore Raghunathan

July 13, 2022, 9am-1pm, Online Via Zoom

Multiple Imputation in Practice by Trivellore Raghunathan

Please join as the PDHP workshop series resumes on July 13 with “Multiple Imputation in Practice”, presented by Trivellore Raghunathan (Michigan Survey Research Center; Michigan School of Public Health; Michigan/Maryland Joint Program in Survey Methodology). This half-day workshop is geared toward data analysts from all fields and of all skill levels, and will cover practical applications of multiple imputation (including various data structures and patterns of missing data, as well as analysis of imputed data arising from complex survey designs). Attendees will also receive hands on practice with multiple imputation via sequential regression multivariate imputation (commonly known as chained equations) using the IVEware software (in stand-alone form, and also as a plug-in for SAS, R, and Stata).

Topics include:

  • Definition of missing data, including patterns and mechanisms
  • Multiple imputation using sequential regression multivariate imputation (AKA chained equations)
  • Multiple imputation for complex survey designs and data structures
  • Hands-on practice using IVEware software (stand-alone and within SAS, R, and Stata)