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Appropriate inclusion of interactions was needed to avoid bias in multiple imputation

  • Published:2016-12 Issue: Volume:80 Page:107-115
  • ISSN:0895-4356
  • Container-title:Journal of Clinical Epidemiology
  • language:en
  • Short-container-title:Journal of Clinical Epidemiology

Author:

Tilling Kate,Williamson Elizabeth J.,Spratt Michael,Sterne Jonathan A.C.ORCID,Carpenter James R.

Funder

The Farr Institute of Health Informatics Research

Arthritis Research UK

British Heart Foundation

Cancer Research UK

Economic and Social Research Council

Engineering and Physical Sciences Research Council

Medical Research Council

National Institute of Health Research

National Institute for Social Care and Health Research

Chief Scientist Office

Welcome Trust

Publisher

Elsevier BV

Subject

Epidemiology

Reference28 articles.

1. Bias and efficiency of multiple imputation compared with complete-case analysis for missing covariate values;White;Stat Med,2010

2. Multiple imputation for missing data in epidemiological and clinical research: potential and pitfalls;Sterne;BMJ,2009

3. Use of multiple imputation in the epidemiologic literature;Klebanoff;Am J Epidemiol,2008

4. Multiple imputation for nonresponse in surveys;Rubin,1987

5. Statistical analysis with missing data;Little,2002

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