3 papers
stat.ME2026
Multiple Imputation Diagnostics when using Electronic Health Record Data in Observational Studies: A Case Study
Nrupen A. Bhavsar, Lingyu Zhou, Samuel I. Berchuck +2
Missing values in electronic health record (EHR) data pose a significant challenge for epidemiologic research. Traditional methods for handling missing data, like mean imputation,…
stat.ME2025
A Sensitivity Analysis Framework for Quantifying Confidence in Decisions in the Presence of Data Uncertainty
Adway S. Wadekar, Jerome P. Reiter
Nearly all statistical analyses that inform policy-making are based on imperfect data. As examples, the data may suffer from measurement errors, missing values, sample selection bi…
stat.ME2024
Evaluating Binary Outcome Classifiers Estimated from Survey Data
Adway S. Wadekar, Jerome P. Reiter
Surveys are commonly used to facilitate research in epidemiology, health, and the social and behavioral sciences. Often, these surveys are not simple random samples, and respondent…