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stat.ME2026
Identification and Estimation of Causal Estimands with Missing Not at Random Data
Faria Rauf Ria, Tarikul Islam, Mahbub A. H. M. Latif
Missing not at random (MNAR) data pose significant challenges for causal inference, particularly when both confounders and the outcome are partially observed. Without additional as…
stat.ME2026
A Unified Three-Stage Weighting Framework for Causal Inference and Mediation Analysis under Case-Control Sampling
Tarikul Islam, Mahbub A. H. M. Latif
Case-control studies are widely used in epidemiology and biomedical research because they provide substantial efficiency gains when outcomes are rare or prospective follow-up is im…