Statistical Outliers and Related Topics
Book Details
Format
Paperback / Softback
ISBN-10
1032460598
ISBN-13
9781032460598
Publisher
Taylor & Francis Ltd
Imprint
CRC Press
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Jul 19th, 2026
Print length
506 Pages
Weight
950 grams
Ksh 10,700.00
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This book comprises articles of different aspects of outliers and related topics written by experts.
The book is a collection of different aspects of outliers and related topics written by experts. Topics covered include definition of outliers, their sources, consequences, identification, computational and robustness issues, handling of outliers in diversified areas of statistics such as univariate and multivariate data, linear and generalized linear models, time series, linear functional and structural models, circular data, spatial data, big data, high dimensional data, multi-view data. The book emphasizes the importance of outliers, and will appeal to workers in Data Mining; which is one of the fastest-growing business applications of statistics. The book makes outlier detection methods widely usable by practitioners. Examples are drawn from various fields.
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