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Mathematics Robust Regression and Outlier Detection (Wiley Series in Probability and Statistics)

Posted on 2010-04-13




Name:Mathematics Robust Regression and Outlier Detection (Wiley Series in Probability and Statistics)
ASIN/ISBN:0471852333
Language:English
File size:14.28 Mb
Publish Date: Wiley (October 1987)
Language: English
Pages: 352 pages
File Type: PDF
File Size: 14.28 MB
Other Info: 0471852333
   Mathematics Robust Regression and Outlier Detection (Wiley Series in Probability and Statistics)

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"Robust Regression and Outlier Detection (Wiley Series in Probability and Statistics)"

Provides an applications-oriented introduction to robust regression and outlier detection, emphasising "high-breakdown" methods which can cope with a sizeable fraction of contamination. Its self-contained treatment allows readers to skip the mathematical material which is concentrated in a few sections. Exposition focuses on the least median of squares technique, which is intuitive and easy to use, and many real-data examples are given. Chapter coverage includes robust multiple regression, the special case of one-dimensional location, algorithms, outlier diagnostics, and robustness in related fields, such as the estimation of multivariate location and covariance matrices, and time series analysis.

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