I began my career as an experimental psychologist and transitioned to statistical analysis of high-throughput biology in the late1990s. My trainees and I have developed statistical approaches for microarray gene expression, high-throughput screening, image-based high content screening, and genome-wide polysomal profiling. My current interests are in promoting good scientific practice.