Outcome-sensitive multiple imputation: a simulation study

Outcome-sensitive multiple imputation: a simulation study

Abstract Background Multiple imputation is frequently used to deal with missing data in healthcare research. Although it is known that the outcome should be included in the imputation model when imputing missing covariate values, it is not known whether it should be imputed. Similarly no clear recom...

Full description

Bibliographic Details
Main Authors: Evangelos Kontopantelis, Ian R. White, Matthew Sperrin, Iain Buchan
Format: Article
Language:English
Published: BMC 2017-01-01
Series:BMC Medical Research Methodology
Subjects:
Multiple imputation
Imputed outcome
Missing data
Missingness
Online Access:http://link.springer.com/article/10.1186/s12874-016-0281-5

Internet

http://link.springer.com/article/10.1186/s12874-016-0281-5

Similar Items