Search "robust statistics"

Huber, Peter J. - Robust Statistics, ebook

Robust Statistics

Huber, Peter J.


A new edition of the classic, groundbreaking book on robust statistics
Over twenty-five years after the publication of its predecessor, Robust Statistics, Second Edition continues to provide an authoritative and systematic treatment of the topic.

Huber, Peter J. - Robust Statistics, ebook

Robust Statistics

Huber, Peter J.


Provides selected numerical algorithms for computing robust estimates, as well as convergence proofs. Tables contain quantitative robustness information for a variety of estimates.

Oja, Hannu - Robust Correlation: Theory and Applications, ebook

Robust Correlation: Theory and Applications

Oja, Hannu


This bookpresents material on both the analysis of the classical concepts of correlation and on the development of their robust versions, as well as discussing the related concepts of correlation matrices, partial correlation, canonical correlation, rank correlations, with the corresponding

Arner, Magnus - Statistical Robust Design: An Industrial Perspective, ebook

Statistical Robust Design: An Industrial Perspective

Arner, Magnus


Robust Design is an important topic in many areas of the manufacturing industry, there is little on the market that provides adequate coverage. This book deals with the statistical theory of how to design products to be robust against random variation

Staudte, Robert G. - Robust Estimation and Testing, ebook

Robust Estimation and Testing

Staudte, Robert G.


An introduction to the theory and methods of robust statistics, providing students with practical methods for carrying out robust procedures in a variety of statistical contexts and explaining the advantages of these

Leroy, Annick M. - Robust Regression and Outlier Detection, ebook

Robust Regression and Outlier Detection

Leroy, Annick M.


Provides an applications-oriented introduction to robust regression and outlier detection, emphasising °high-breakdown° methods which can cope with a sizeable fraction of contamination. Its self-contained treatment allows readers to skip the mathematical material which is concentrated