Robust Statistics Through the Monitoring Approach

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...

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Autori principali:	Atkinson, Anthony C., Riani, Marco, Corbellini, Aldo, Perrotta, Domenico, Todorov, Valentin
Natura:	Online
Lingua:	inglese
Pubblicazione:	Springer Nature 2025
Soggetti:	Robust Statistics Linear Regression Monitoring Approach Robust Regression Robust Statistical Methods Static Robust Estimator MATLAB R Package FSDA Toolbox Outliers Forward Search Robustness Algorithm Performance Leverage Points Explaratory Data Analysis thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics thema EDItEUR::U Computing and Information Technology::UF Business applications::UFM Mathematical and statistical software
Accesso online:	ONIX_20250813T121456_9783031883651_5
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