Imputation and Missing Indicators for Handling Missing Longitudinal Data: Data Simulation Analysis Based on Electronic Health Record Data - Ehrig, Molly; Bullock, Garrett S; Leng, Xiaoyan Iris; Pajewski, Nicholas M; Speiser, Jaime Lynn (JMIR medical informatics, 2025)
Keywords: Accidental Falls - statistics & numerical data; Advanced Data Analytics in eHealth; Aged; Big Data; Clinical Information and Decision Making; Computer Simulation; Data Interpretation, Statistical; Data Science; Electronic Health Records; Electronic Health Records - statistics & numerical data; Female; Humans; Longitudinal Studies; Male; Methods and Instruments in Medical Informatics; Original Paper; Secondary Use of Clinical Data for Research and Surveillance; Tools, Programs and Algorithms; missing indicator method; electronic health record data; prediction model; prediction modeling; electronic health records; clinical prediction model; EHR; missing data; simulation study; longitudinal data; falls; imputation; older adults; logistic regression