Outliers: Detection and Analysis - Couverture souple

Lipi, Apra

Couverture souple

ISBN 10 : 1685075541 ISBN 13 : 9781685075545

Editeur : Nova Science Publishers Inc, 2022

Synopsis

This brief monograph, in the broadest terms, reviews some of the techniques for outlier detection and analysis. In addition, the effect of the presence of outliers on the statistical parameters such as higher-order moments, quartiles, deciles, percentiles, skewness, and kurtosis, etc. of the distribution are studied. It also discusses the masking and swamping effect of outliers and some primitive methods of detecting these behaviors. Furthermore, some methods of detecting outliers in multivariate data using the clustering algorithm approach are also discussed.

Détails de l'édition

• Éditeur: Nova Science Publishers Inc
• Date d'édition: 2022
• Langue: anglais
• ISBN 10: 1685075541
• ISBN 13: 9781685075545
• Reliure: Broché
• Nombre de pages: 141
• Coordonnées du fabricant: non disponible
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