A ?rst course, or a refresher course, in statistical methods and experimental design for graduate students in biology and the natural sciences. The focus is on application and hypothesis testing with examples drawn from the ?eld of biology. The course requires a significant amount of work outside of class on homework exercises and an independent project. Prerequisite: course background in statistics.