Gene Mapping in Model Organisms Karl W Broman Department of Biostatistics Johns Hopkins University We describe the central issues in use of experimental crosses in model organisms (such as the mouse) to map the genetic loci that contribute to variation in complex phenotypes. We view the problem as largely one of model selection. We will give an overview of the problem, sketch the model selection aspects, and outline the key areas for future research.