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Robust Statistics
Language: en
Pages: 466
Authors: Ricardo A. Maronna
Categories: Mathematics
Type: BOOK - Published: 2019-01-04 - Publisher: John Wiley & Sons

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A new edition of this popular text on robust statistics, thoroughly updated to include new and improved methods and focus on implementation of methodology using
Applied Multivariate Statistical Analysis and Related Topics with R
Language: en
Pages: 238
Authors: Lang WU
Categories: Mathematics
Type: BOOK - Published: 2021-04-27 - Publisher: EDP Sciences

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Multivariate analysis is a popular area in statistics and data science. This book provides a good balance between conceptual understanding, key theoretical pres
Robust Multivariate Analysis
Language: en
Pages: 508
Authors: David J. Olive
Categories: Mathematics
Type: BOOK - Published: 2017-11-28 - Publisher: Springer

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This text presents methods that are robust to the assumption of a multivariate normal distribution or methods that are robust to certain types of outliers. Inst
Introduction to Robust Estimation and Hypothesis Testing
Language: en
Pages: 713
Authors: Rand R. Wilcox
Categories: Mathematics
Type: BOOK - Published: 2012-01-12 - Publisher: Academic Press

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"This book focuses on the practical aspects of modern and robust statistical methods. The increased accuracy and power of modern methods, versus conventional ap
Robust Statistics
Language: en
Pages: 436
Authors: Ricardo A. Maronna
Categories: Mathematics
Type: BOOK - Published: 2006-05-12 - Publisher: Wiley

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Classical statistical techniques fail to cope well with deviations from a standard distribution. Robust statistical methods take into account these deviations w