Multiple imputation for missing data in epidemiological and clinical research: potential and pitfalls

Multiple imputation for missing data in epidemiological and clinical research: potential and pitfalls

Jonathan A C Sterne, Ian R White, John B Carlin, Michael Spratt, Patrick Royston, Michael G Kenward, Angela M Wood, James R Carpenter;Jonathan A C Sterne;Ian R White;John B Carlin;Michael Spratt;Patrick Royston;Michael G Kenward;Angela M Wood;James R Carpenter;
the bmj 2009 Vol. 338 pp. -
124
carpenter2009themultiple

Abstract

Most studies have some missing data. Jonathan Sterne and colleagues describe the appropriate use and reporting of the multiple imputation approach to dealing with them

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