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stat.ME2024
Adjusting for Selection Bias Due to Missing Eligibility Criteria in Emulated Target Trials
Luke Benz, Rajarshi Mukherjee, Rui Wang +5
Target trial emulation (TTE) is a popular framework for observational studies based on electronic health records (EHR). A key component of this framework is determining the patient…
math.ST2024
Nonsense associations in Markov random fields with pairwise dependence
Sohom Bhattacharya, Rajarshi Mukherjee, Elizabeth Ogburn
Yule (1926) identified the issue of "nonsense correlations" in time series data, where dependence within each of two random vectors causes overdispersion -- i.e. variance inflation…