Introduction to Robust and Quasi-Robust Statistical Methods

Introduction to Robust and Quasi-Robust Statistical Methods
Title Introduction to Robust and Quasi-Robust Statistical Methods PDF eBook
Author William Rey
Publisher Springer
Pages 252
Release 1983-11
Genre Mathematics
ISBN

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Introduction to Robust and Quasi-Robust Statistical Methods

Introduction to Robust and Quasi-Robust Statistical Methods
Title Introduction to Robust and Quasi-Robust Statistical Methods PDF eBook
Author W J J Rey
Publisher
Pages 252
Release 1983-11-01
Genre
ISBN 9783642693908

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Introduction to Robust and Quasi-Robust Statistical Methods

Introduction to Robust and Quasi-Robust Statistical Methods
Title Introduction to Robust and Quasi-Robust Statistical Methods PDF eBook
Author W.J.J. Rey
Publisher Springer Science & Business Media
Pages 247
Release 2012-12-06
Genre Mathematics
ISBN 364269389X

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Robust Regression and Outlier Detection

Robust Regression and Outlier Detection
Title Robust Regression and Outlier Detection PDF eBook
Author Peter J. Rousseeuw
Publisher John Wiley & Sons
Pages 329
Release 2005-02-25
Genre Mathematics
ISBN 0471725374

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WILEY-INTERSCIENCE PAPERBACK SERIES The Wiley-Interscience Paperback Series consists of selectedbooks that have been made more accessible to consumers in an effortto increase global appeal and general circulation. With these newunabridged softcover volumes, Wiley hopes to extend the lives ofthese works by making them available to future generations ofstatisticians, mathematicians, and scientists. "The writing style is clear and informal, and much of thediscussion is oriented to application. In short, the book is akeeper." –Mathematical Geology "I would highly recommend the addition of this book to thelibraries of both students and professionals. It is a usefultextbook for the graduate student, because it emphasizes both thephilosophy and practice of robustness in regression settings, andit provides excellent examples of precise, logical proofs oftheorems. . . .Even for those who are familiar with robustness, thebook will be a good reference because it consolidates the researchin high-breakdown affine equivariant estimators and includes anextensive bibliography in robust regression, outlier diagnostics,and related methods. The aim of this book, the authors tell us, is‘to make robust regression available for everyday statisticalpractice.’ Rousseeuw and Leroy have included all of thenecessary ingredients to make this happen." –Journal of the American Statistical Association

Algebraic Combinatorics

Algebraic Combinatorics
Title Algebraic Combinatorics PDF eBook
Author Peter Orlik
Publisher Springer Science & Business Media
Pages 182
Release 2007-07-23
Genre Mathematics
ISBN 3540683763

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This book is based on two series of lectures given at a summer school on algebraic combinatorics at the Sophus Lie Centre in Nordfjordeid, Norway, in June 2003, one by Peter Orlik on hyperplane arrangements, and the other one by Volkmar Welker on free resolutions. Both topics are essential parts of current research in a variety of mathematical fields, and the present book makes these sophisticated tools available for graduate students.

Frontiers of Numerical Analysis

Frontiers of Numerical Analysis
Title Frontiers of Numerical Analysis PDF eBook
Author James Blowey
Publisher Springer Science & Business Media
Pages 273
Release 2006-03-30
Genre Computers
ISBN 3540288848

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Contains lecture notes on four topics at the forefront of research in computational mathematics. This book presents a self-contained guide to a research area, an extensive bibliography, and proofs of the key results. It is suitable for professional mathematicians who require an accurate account of research in areas parallel to their own.

Riemannian Geometry and Geometric Analysis

Riemannian Geometry and Geometric Analysis
Title Riemannian Geometry and Geometric Analysis PDF eBook
Author Jürgen Jost
Publisher Springer Science & Business Media
Pages 406
Release 2013-04-17
Genre Mathematics
ISBN 3662031183

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The present textbook is a somewhat expanded version of the material of a three-semester course I gave in Bochum. It attempts a synthesis of geometric and analytic methods in the study of Riemannian manifolds. In the first chapter, we introduce the basic geometric concepts, like dif ferentiable manifolds, tangent spaces, vector bundles, vector fields and one parameter groups of diffeomorphisms, Lie algebras and groups and in par ticular Riemannian metrics. We also derive some elementary results about geodesics. The second chapter introduces de Rham cohomology groups and the es sential tools from elliptic PDE for treating these groups. In later chapters, we shall encounter nonlinear versions of the methods presented here. The third chapter treats the general theory of connections and curvature. In the fourth chapter, we introduce Jacobi fields, prove the Rauch com parison theorems for Jacobi fields and apply these results to geodesics. These first four chapters treat the more elementary and basic aspects of the subject. Their results will be used in the remaining, more advanced chapters that are essentially independent of each other. In the fifth chapter, we develop Morse theory and apply it to the study of geodesics. The sixth chapter treats symmetric spaces as important examples of Rie mannian manifolds in detail.