A common problem that is encountered in many medical applications is the comparison of two cumulative incidence functions(CIFs)in the presence of competing risks.
In clinical trials and biomedicine studies,longitudinal data arise commonly and such that the longitudinal outcomes are often repeatedly measured to be important biomarkers.
Comparing mean vectors of high dimensional data and large covariance matrices has important applications in modern genomics,where scientists are often interested in understanding whether the mean expr