This course is designed to introduce students to several broad areas of modern statistics and to illustrate how ideas and methods from each of these areas can be fruitfully applied to political science. The course is not designed to provide a comprehensive treatment of any of these topics. Instead, it is designed to introduce students to key ideas and to provide enough background knowledge so that students can pursue a more detailed study of some topics on their own.