Rank-based methods for shrinkage and selection : with application to machine learning /

"The purpose of this book is to lay the groundwork for robust data science using rankbased methods. The field of machine learning has not yet fully embraced a class of robust estimators that would address issues that limit the value of least-squares estimation. For example, outliers in data set...

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Bibliographic Details

Main Authors:	Saleh, A. K. Md. Ehsanes (Author), Arashi, M. (Mohammad), 1981- (Author), Saleh, Resve A., 1957- (Author), Norouzirad, Mina (Author)
Format:	eBook
Language:	English
Published:	Hoboken, NJ : John Wiley & Sons, Inc., 2022.
Subjects:	Regression analysis. Big data. Machine learning. Electronic books.
Online Access:	Connect to the full text of this electronic book