casella and burger is the standard grad math stats book and good-ish departments i.e. it proves things using calculus but it's for statisticians (covers things

casella and burger is the standard grad math stats book and good-ish departments i.e. it proves things using calculus but it's for statisticians (covers things like efficiency and biasedness and etc).