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stat.ME2026
Substantive-Model-Compatible Multiple Imputation for Cox Regression with a Diverging Number of Covariates
Zhilin Zhang, Yi Li
Modern biomedical survival studies with high-dimensional genomic and clinical predictors are challenged by missing covariates. Existing methods conduct inference through penalizati…
stat.ME2024
Causal Meta-Analysis by Integrating Multiple Observational Studies with Multivariate Outcomes
Subharup Guha, Yi Li
Integrating multiple observational studies to make unconfounded causal or descriptive comparisons of group potential outcomes in a large natural population is challenging. Moreover…