This book is directed toward students for whom mathematical statistics is or will become an important part of their lives. Obviously, such students should be able to work through the details of 'hard' proofs and derivations. In addition, students at this level should acquire, or begin acquiring, a deep appreciation for the field, including its historical development and its relation to other areas of mathematics and science generally.
This open book is licensed under a Creative Commons License (CC BY). You can download Theory of Statistics ebook for free in PDF format (6.7 MB).