Accessible, self-contained, and yet rigorous, this book presents core contemporary statistical methods and theory, with complete exercise solutions. Ideal for master's and graduate-level students, as well as researchers, in statistics and machine learning and related disciplines. This title is also available as Open Access on Cambridge Core.