Christine H. Mueller

Robust Planning and Analysis of Experiments (eBook, PDF)

• Format: PDF

Produktbeschreibung

This book will be of interest to statisticians in many areas as it is the first book to integrate the areas of robust statistics and experimental design.

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Produktdetails

• Verlag: Springer US
• Seitenzahl: 234
• Erscheinungstermin: 6. Dezember 2012
• Englisch
• ISBN-13: 9781461222965
• Artikelnr.: 44041794

Inhaltsangabe

I: Efficient Inference for Planned Experiments.- 1 Planned Experiments.- 2 Efficiency Concepts for Outlier-Free Observations.- II: Robust Inference for Planned Experiments.- 3 Smoothness Concepts of Outlier Robustness.- 4 Robustness Measures: Bias and Breakdown Points.- 5 Asymptotic Robustness for Shrinking Contamination.- 6 Robustness of Tests.- III: High Robustness and High Efficiency.- 7 High Robustness and High Efficiency of Estimation.- 8 High Robustness and High Efficiency of Tests.- 9 High Breakdown Point and High Efficiency.- Outlook.- A.1 Asymptotic Linearity of Frechet Differentiable Functionals.- A.2 Properties of Special Matrices and Functions.- References.- List of Symbols.