Estimation of marginal structural models under irregular visits and unmeasured confounder: calibrated inverse probability weights - Kalia, Sumeet; Saarela, Olli; Escobar, Michael; Moineddin, Rahim; Greiver, Michelle (BMC medical research methodology, 2023)
Keywords: Analysis; Calibrated weights; Computer Simulation; Constrained optimization; Diabetes Mellitus, Type 2 - drug therapy; Electronic health records; Electronic records; Glucose - therapeutic use; Glycated Hemoglobin; Glycosylated hemoglobin; Health aspects; Health Sciences; Humans; Longitudinal data analysis; Marginal structural models; Measurement; Medical records; Medicine; Medicine & Public Health; Models, Statistical; Models, Structural; Monte Carlo method; Primary care; Primary health care; Probability; Services; Statistical Theory and Methods; Statistics for Life Sciences; Theory of Medicine/Bioethics; Canada; Marginal structural models; Calibrated weights; Electronic health records; Primary care; Longitudinal data analysis; Constrained optimization