One-Dimensional Empirical Measures, Order Statistics, and Kantorovich Transport Distances

One-Dimensional Empirical Measures, Order Statistics, and Kantorovich Transport Distances

Serguei G Bobkov , Michel Ledoux
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2020 · English · Paperback
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Description

This scholarly work delves into the intricate world of empirical measures, focusing on their convergence rates. The authors meticulously explore the behavior of these measures as they relate to order statistics, providing critical insights into their mathematical properties. With a strong foundation in probability theory, the text examines how empirical measures approach theoretical distributions, highlighting the nuances of convergence in one-dimensional contexts.

A significant aspect of the research involves Kantorovich transport distances, which serve as an essential metric for comparing probability measures. The authors present a comprehensive analysis of these distances, shedding light on their implications for understanding measure transport in one-dimensional spaces. By integrating advanced mathematical concepts with practical applications, the work extends an invitation to readers interested in exploring modern probability theory’s frontiers.

Readers will find a rigorous exploration that balances theoretical frameworks with tangible results. The authors' expertise shines through in their clear, logical exposition, making complex topics accessible to those engaged in mathematical research and probability analysis. This work stands as a valuable resource for scholars and practitioners seeking to deepen their understanding of empirical measures and their convergence behaviors.

Book Details

Format Paperback
Pages 126 pages
Language English
Published Oct 1, 2020
Publisher Amer Mathematical Society
ISBN-10 1470436507
ISBN-13 9781470436506
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