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Cover image for product 1118669304
Clarke
ISBN: 978-1-118-66930-3
Hardcover
240 pages
May 2018, ©2016
List Price: 99.00 USD
13,068,000 IRR افزودن به سبد
  • Description

Written by an expert in the subject matter, this book reviews, in brief, tried-and-true techniques and explores, in depth, new and exciting methodologies in robust statistics. The motivation is to link research in maximum likelihood type estimation with the more general M-estimation methodology. Local robustness and global robustness are discussed in two different but associated themes. The problems of non-identifiability and adaptive estimation are canvassed. This is not an exhaustive investigation of robustness, but, rather, a discussion of the problems of statistical inference involving robust estimation, along with a brief look at confidence intervals for location. Specific applications and R subroutines (with accompanying data sets both in-text and online) are employed when appropriate.

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