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Robust Statistics Through the Monitoring Approach: Applications in Regression

Robust Statistics Through the Monitoring Approach: Applications in Regression

Paperback

Series: Springer Statistics

ApplicationsProbability & Statistics

Currently unavailable to order

ISBN10: 3031883675
ISBN13: 9783031883675
Publisher: Springer
Published: Jul 27 2026
Pages: 546
Language: English
This open access book presents robust statistical methods and procedures through the monitoring approach, with an emphasis on applications to linear regression. Illustrating the theory, it explores both large and small-sample properties. The performance of the forward search and of the monitoring of static robust estimators for regression data are illuminated through numerous data analyses using MATLAB and R.

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Probability & Statistics