Statistical Outliers and Related Topics (1)

By: Mir Masoom Ali and Rahmatullah Imon and Irfan Ali and Haitham M. Yousof

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Synopsis: 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.

Book Quality:: Publisher Quality
Book Size:: 514 Pages
ISBN-13:: 9781040307793
Related ISBNs:: 9781032460567, 9781040307779, 9781003379881
Publisher:: CRC Press
Date of Addition:: 01/27/25
Copyrighted By:: Mir Masoom Ali, Rahmatullah Imon, Irfan Ali and Haitham M. Yousof
Adult content:: No
Language:: English
Has Image Descriptions:: No
Categories:: Nonfiction, Science, Computers and Internet, Business and Finance, Mathematics and Statistics
Submitted By:: Bookshare Staff
Usage Restrictions:: This is a copyrighted book.
Edited by:: null Mir Masoom Ali
Edited by:: null Rahmatullah Imon
Edited by:: null Irfan Ali
Edited by:: null Haitham M. Yousof