Many modern biomedical studies have yielded survival data with high-throughput predictors. The goals of scientific research often lie in identifying predictive
Although Gaussian random matrices play an important role of measurement matrices in compressed sensing, one hopes that there exist other random matrices which c
It is often important to incorporate covariate information in the design of clinical trials. In literature there are many designs of using stratification and co