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Robust Statistics Through the Monitoring Approach

Anthony C. Atkinson, Marco Riani, Aldo Corbellini, Domenico Perrotta, Valentin Todorov
Springer International Publishing
53.49 € · Hardcover

Open Access 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

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...

Robust Statistics Through the Monitoring Approach

Anthony C. Atkinson, Marco Riani, Aldo Corbellini, Domenico Perrotta, Valentin Todorov
Springer International Publishing
€ · eBook

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