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Statistical Foundations of Data Science

Statistical Foundations of Data Science

Hardcover

Series: Chapman & Hall/CRC Data Science

General ReferenceGeneral MathematicsProbability & Statistics

ISBN10: 1466510846
ISBN13: 9781466510845
Publisher: Crc Pr Inc
Published: Aug 17 2020
Pages: 774
Weight: 3.05
Height: 1.50 Width: 6.10 Depth: 9.40
Language: English

Gives a comprehensive and systematic account of high-dimensional data analysis, including variable selection via regularization methods and sure independent feature screening methods. It is a valuable reference for researchers involved with model selection, variable selection, machine learning, and risk management.

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