Scalable likelihood-based estimation and variable selection for the Cox model with incomplete covariates

Ngok Sang Kwok, Kin Yau Wong

Regression analysis with missing data is a long-standing and challenging problem, particularly when there are many missing variables with arbitrary missing patterns. Likelihood-bas…