During the past decade there has been an explosion in computation and information technology. With it have come vast amounts of data in a variety of fields such

This classic textbook builds theoretical statistics from the first principles of probability theory. Starting from the basics of probability, the authors develo

The twenty-first century has seen a breathtaking expansion of statistical methodology, both in scope and influence. 'Data science' and 'machine learning' have b