Fast and cheaper next-generation sequencing technologies will generate unprecedentedly massive and highly dimensional genetic variation data that allow nearly complete evaluation of genetic variation ...

To overcome these limitations, we develop a novel statistical method for pathway-based association studies, which are based on the smoothed functional principal component analysis (SFPCA). The SFPCA ...