Description

Book Synopsis
A highly detailed, yet readable treatment of the growing field of robust statistics--the statistics of approximate parametric models. Introducing concepts, theory, and applications, this work is designed to be accessible to a broad audience, avoiding allusions to high-powered mathematics while emphasizing ideas, heuristics, and background.

Table of Contents
1. Introduction and Motivation.

2. One-Dimensional Estimators.

3. One-Dimensional Tests.

4. Multidimensional Estimators.

5. Estimation of Covariance Matrices and Multivariate Location.

6. Linear Models: Robust Estimation.

7. Linear Models: Robust Testing.

8. Complements and Outlook.

References.

Index.

Robust Statistics The Approach Based on Influence

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    A Paperback / softback by Frank R. Hampel, Elvezio M. Ronchetti, Peter J. Rousseeuw

    £119.65

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      Book details

      Publisher John Wiley & Sons Inc
      Published 10 May 2005
      ISBN-13 9780471735779
      978-0471735779
      ISBN-10 0471735779
      Also in:
      Mathematics

      Description

      Book Synopsis
      A highly detailed, yet readable treatment of the growing field of robust statistics--the statistics of approximate parametric models. Introducing concepts, theory, and applications, this work is designed to be accessible to a broad audience, avoiding allusions to high-powered mathematics while emphasizing ideas, heuristics, and background.

      Table of Contents
      1. Introduction and Motivation.

      2. One-Dimensional Estimators.

      3. One-Dimensional Tests.

      4. Multidimensional Estimators.

      5. Estimation of Covariance Matrices and Multivariate Location.

      6. Linear Models: Robust Estimation.

      7. Linear Models: Robust Testing.

      8. Complements and Outlook.

      References.

      Index.

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