Description

Book Synopsis

Preface.- Introduction and the Grand Plan.- Introduction to M-Estimation for Univariate Samples.- Robust Estimators in Multiple Regression.- The Monitoring Approach in Multiple Regression.- Practical Comparison of the Different Estimators.- Transformations.- Non-parametric Regression.- Extensions of the Multiple Regression Model.- Model selection.- Some Robust Data Analyses.- Software and Datasets.- Solutions.- References.- Author Index.

Robust Statistics Through the Monitoring Approach

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    A Hardback by Anthony C. Atkinson

    15 in stock

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      Publisher: Springer
      Publication Date: 7/7/2025
      ISBN13: 9783031883644, 978-3031883644
      ISBN10: 3031883640
      Also in:
      Probability and statistics

      Description

      Book Synopsis

      Preface.- Introduction and the Grand Plan.- Introduction to M-Estimation for Univariate Samples.- Robust Estimators in Multiple Regression.- The Monitoring Approach in Multiple Regression.- Practical Comparison of the Different Estimators.- Transformations.- Non-parametric Regression.- Extensions of the Multiple Regression Model.- Model selection.- Some Robust Data Analyses.- Software and Datasets.- Solutions.- References.- Author Index.

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