A broad view of exact statistical inference and the development of asymptotic statistical inference.

Over 100 exercises with detailed solutions, insightful notes and references for further reading. Ideal for beginning researchers.

This book is an introduction to the field of asymptotic statistics. The treatment is both practical and mathematically rigorous. In addition to most of the stan

In nonparametric and high-dimensional statistical models, the classical Gauss–Fisher–Le Cam theory of the optimality of maximum likelihood estimators and Ba

This text is for a one semester graduate course in statistical theory and covers minimal and complete sufficient statistics, maximum likelihood estimators, meth