Traditional texts in mathematical statistics can seem - to some reader s-heavily weighted with optimality theory of the various flavors devel oped in the 1940s and 50s, and not particularly relevant to statistical practice. Mathematical Statistics stands apart from these treatments. While mathematically rigorous, its focus is on providing a set of use ful tools that allow readers to understand the theoretical underpinnin gs of statistical methodology