(or individual rare variant, as opposed to a collapsed group of rare variants); and the identification of the optimal, and hence the biologically most-plausible, set of genetic predictors. The development of regression analysis methods for rare variant association analyses is an important area of research, however, as the flexibility, conditioning strategies, and ability to accommodate many effects make them particularly appealing.