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stat.ME2026
Dynamic Amplification of Risk-Estimate Bias Through Differential Detection: A Markov Model for History-Based Covariates
Hadar Sharvit, Micha Mandel
History-based risk factors, such as known family history, recorded personal history, and documented regional history, are often treated as covariates. Because these variables depen…
stat.ME2026
Bounding Causal Effects for Ordinal Outcomes Under Positive Dependence
Micha Mandel, Daniel Rodan
Defining and estimating causal effects for ordinal data is challenging. Standard average treatment effects are not appropriate for ordinal scales, and alternative estimands, such a…