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Using the outcome for imputation of missing predictor values was preferred.
Moons KG, Donders RA, Stijnen T, Harrell FE Jr. Moons KG, et al. J Clin Epidemiol. 2006 Oct;59(10):1092-101. doi: 10.1016/j.jclinepi.2006.01.009. Epub 2006 Jun 19. J Clin Epidemiol. 2006. PMID: 16980150
Associating explanatory variables with summary receiver operating characteristic curves in diagnostic meta-analysis.
Hamza TH, van Houwelingen HC, Heijenbrok-Kal MH, Stijnen T. Hamza TH, et al. J Clin Epidemiol. 2009 Dec;62(12):1284-91. doi: 10.1016/j.jclinepi.2009.02.002. Epub 2009 Apr 23. J Clin Epidemiol. 2009. PMID: 19398297
Imputation of missing values is superior to complete case analysis and the missing-indicator method in multivariable diagnostic research: a clinical example.
van der Heijden GJ, Donders AR, Stijnen T, Moons KG. van der Heijden GJ, et al. J Clin Epidemiol. 2006 Oct;59(10):1102-9. doi: 10.1016/j.jclinepi.2006.01.015. Epub 2006 Jul 11. J Clin Epidemiol. 2006. PMID: 16980151
Review: a gentle introduction to imputation of missing values.
Donders AR, van der Heijden GJ, Stijnen T, Moons KG. Donders AR, et al. J Clin Epidemiol. 2006 Oct;59(10):1087-91. doi: 10.1016/j.jclinepi.2006.01.014. Epub 2006 Jul 11. J Clin Epidemiol. 2006. PMID: 16980149 Review.
Sodium and potassium intake and risk of cardiovascular events and all-cause mortality: the Rotterdam Study.
Geleijnse JM, Witteman JC, Stijnen T, Kloos MW, Hofman A, Grobbee DE. Geleijnse JM, et al. Eur J Epidemiol. 2007;22(11):763-70. doi: 10.1007/s10654-007-9186-2. Epub 2007 Sep 28. Eur J Epidemiol. 2007. PMID: 17902026 Free PMC article.
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