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Details for: Ali M. Statistical Outliers and Related Topics 2025

ali m statistical outliers related topics 2025

Type:: E-books
Files:: 1
Size:: 35.4 MB
Uploaded On:: Dec. 7, 2024, 12:53 p.m.
Added By:: andryold1
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Info Hash:: 313DCF17540E9F32AE90FF7E77F77D9A9D2DAE8E

Textbook in PDF format 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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Ali M. Statistical Outliers and Related Topics 2025.pdf 35.4 MB

Details for: Ali M. Statistical Outliers and Related Topics 2025

ali m statistical outliers related topics 2025

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