Semiparametric estimation and efficiency; efficient multi-stage sampling in retrospective studies with application to large case-control studies aimed at finding gene-disease associations; statistical problems in molecular biology, particularly characterization of mutational distributions, testing for mutational hotspots and locating mutations involved in neoplastic progression.