High Dimensional Probability II Evarist Giné

ISBN: 9780817641603

Published: September 29th 2000

Hardcover

512 pages


Description

High Dimensional Probability II  by  Evarist Giné

High Dimensional Probability II by Evarist Giné
September 29th 2000 | Hardcover | PDF, EPUB, FB2, DjVu, AUDIO, mp3, ZIP | 512 pages | ISBN: 9780817641603 | 10.69 Mb

High dimensional probability is a rapidly growing field. Many new ideas, results, and directions in this evolving subject are explored in this volume, an outgrowth of the Second International Conference on High Dimensional Probability, held at theMoreHigh dimensional probability is a rapidly growing field. Many new ideas, results, and directions in this evolving subject are explored in this volume, an outgrowth of the Second International Conference on High Dimensional Probability, held at the University of Washington, Seattle.

The notion of high dimensional probability, as represented by these papers, encompasses a wide range of topics in both statistics and probability theory, centering around the development and application of powerful methods in the areas of probability on Banach spaces, Gaussian process theory, and strong and distributional approximation. Considered as a whole, this work provides researchers and graduate students with a fine introduction to the strength and applicability of these methods. Topics covered include:* exponential and moment inequalities for a variety of processes * estimates for Gaussian processes * limit theorems for sums of independent random vectors and empirical processes * strong approximation and embedding in arbitrary dimensions * multidimensional distribution theory * statistical function estimation * multivariate statistics



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