Multiple imputation of a randomly censored covariate improves logistic regression analysis

Mathematics

• Alternatives 6%
• Censoring 32%
• Covariates 54%
• Cox Model 13%
• Dementia 15%
• Estimate 14%
• Evaluate 8%
• Framework 12%
• High Power 25%
• Imputation 12%
• Logistic Regression 70%
• Logistic Regression Model 12%
• Model 3%
• Multiple Imputation 82%
• Operating Characteristics 13%
• Parametric Modeling 15%
• Positivity 9%
• Regression 16%
• Regression Analysis 65%
• Robust Estimation 12%
• Semiparametric Model 12%
• Simulation 6%
• Standard error 11%
• Substitution 20%

Business & Economics

• Ad Hoc 10%
• Alternatives 5%
• Case Analysis 23%
• Censoring 46%
• Covariates 64%
• Cox Model 15%
• Imputation 13%
• Inefficiency 9%
• Logistic Regression 15%
• Logistic Regression Analysis 78%
• Logistic Regression Model 12%
• Modeling 6%
• Multiple Imputation 100%
• Robust Estimation 14%
• Standard Error 12%
• Substitution 21%