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Outliers In Statistical Data

Outliers In Statistical Data

Author by : Vic Barnett
Languange Used : en
Release Date : 1994-05-09
Publisher by : Wiley-Blackwell
ISBN : UCSD:31822016471997
File Size : 45,8 Mb
Total Download : 559

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Description : From its initial publication this book has been the standard text on the subject. Since then there has been a continuing high level of activity, and work has developed in all major areas. This third edition reflects the latest state of knowledge with fully revised and extended coverage of all topics...



Outlier Analysis

Outlier Analysis

Author by : Charu C. Aggarwal
Languange Used : en
Release Date : 2016-12-10
Publisher by : Springer
ISBN : 9783319475783
File Size : 53,8 Mb
Total Download : 695

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Description : This book provides comprehensive coverage of the field of outlier analysis from a computer science point of view. It integrates methods from data mining, machine learning, and statistics within the computational framework and therefore appeals to multiple communities. The chapters of this book can b...



Robust Correlation

Robust Correlation

Author by : Georgy L. Shevlyakov
Languange Used : en
Release Date : 2016-09-08
Publisher by : John Wiley & Sons
ISBN : 9781119264491
File Size : 46,8 Mb
Total Download : 593

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Description : 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 robust a...



Identification Of Outliers

Identification Of Outliers

Author by : D. Hawkins
Languange Used : en
Release Date : 2013-04-17
Publisher by : Springer Science & Business Media
ISBN : 9789401539944
File Size : 53,6 Mb
Total Download : 834

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Description : The problem of outliers is one of the oldest in statistics, and during the last century and a half interest in it has waxed and waned several times. Currently it is once again an active research area after some years of relative neglect, and recent work has solved a number of old problems in outlier...