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Topics in Nonparametric Estimation - Advances in Soviet Mathematics

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Description

This collection brings together research presented at the renowned Seminar on Mathematical Statistics held at the Institute for Problems of Information Transmission of the Academy of Sciences in the former Soviet Union. Active since the mid-1960s, this seminar has consistently attracted leading researchers in Moscow specialising in mathematical statistics. The volume covers essential topics including density estimation, regression analysis, image estimation techniques, adaptive estimation methods, stochastic approximation, median estimation, sequential experimental design, and large deviations theory for empirical measures. Offering insights from prominent Soviet mathematicians, this book provides rigorous theoretical foundations and practical applications for advanced study in nonparametric statistical methods and estimation theory.

Key Features

Topics in Nonparametric Estimation compiles papers from the Institute for Problems of Information Transmission's active mathematical statistics seminar.

The book covers density, regression, and image estimation alongside adaptive estimation and stochastic approximation techniques.

Includes research on median estimation, sequential experimental design, and large deviations for empirical measures.

Published by the American Mathematical Society as part of the Advances in Soviet Mathematics series.

Presents theoretical foundations and research from leading Moscow-based statisticians and mathematicians.

Product Specifications

Format
hardcover
Domain
Amazon UK
Release Date
28 January 1993
Listed Since
17 October 2006

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