A Critical Look at Methods for Handling Missing Covariates in Epidemiologic Regression Analyses

Epidemiologic studies often encounter missing covariate values. While simple methods such as stratification on missing-data status, conditional-mean imputation, and complete-subject analysis are commonly employed for handling this problem, several studies have shown that these methods can be biased...

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Veröffentlicht in:	American journal of epidemiology 1995-12, Vol.142 (12), p.1255-1264
Hauptverfasser:	Greenland, Sander, Finkle, William D.
Format:	Artikel
Sprache:	eng
Schlagworte:	Biological and medical sciences biostatistics Case-Control Studies Endometrial Neoplasms - epidemiology Epidemiologic Methods Epidemiology Female General aspects Humans Logistic Models logistic regression Medical sciences Menarche Methodology missing data Odds Ratio Public health. Hygiene Public health. Hygiene-occupational medicine relative risk Research Design - statistics & numerical data
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