A Course in Mathematical Statistics and Large Sample Theory

by Rabi Bhattacharya, Lizhen Lin & Victor Patrangenaru
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eBook

Publisher: Springer New York

Series: Springer Texts in Statistics

Publication Date: September 14, 2016

ISBN: 9781493940325

Binding: Kobo eBook

Availability: eBook

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This graduate-level textbook is primarily aimed at graduate students of statistics, mathematics, science, and engineering who have had an undergraduate course in statistics, an upper division course in analysis, and some acquaintance with measure theoretic probability. It provides a rigorous presentation of the core of mathematical statistics.

Part I of this book constitutes a one-semester course on basic parametric mathematical statistics. Part II deals with the large sample theory of statistics - parametric and nonparametric, and its contents may be covered in one semester as well. Part III provides brief accounts of a number of topics of current interest for practitioners and other disciplines whose work involves statistical methods.