Quantile Processes With Statistical Applications

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Quantile Processes with Statistical Applications

Provides a comprehensive theory of the approximations of quantile processes as well as some of their statistical applications.
Quantile Processes with Statistical Applications

Author: Miklos Csorgo
language: en
Publisher: Society for Industrial and Applied Mathematics
Release Date: 1983-01-31
Provides a comprehensive theory of the approximations of quantile processes in light of recent advances, as well as some of their statistical applications.
Empirical Processes with Applications to Statistics

Originally published in 1986, this valuable reference provides a detailed treatment of limit theorems and inequalities for empirical processes of real-valued random variables. It also includes applications of the theory to censored data, spacings, rank statistics, quantiles, and many functionals of empirical processes, including a treatment of bootstrap methods, and a summary of inequalities that are useful for proving limit theorems. At the end of the Errata section, the authors have supplied references to solutions for 11 of the 19 Open Questions provided in the book's original edition.