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Statistical Foundations of Data Science

Statistical Foundations of Data Science - Chapman & Hall/CRC Data Science Series

1st edition

Paperback (01 Feb 2028)

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Publisher's Synopsis

Provides theoretical insights and justification of the statistical procedures for the analysis of high-dimensional data Presents a general framework of regularization methods Covers feature screening for ultrahigh-dimensional data Describes large-scale covariance estimation.

Book information

ISBN: 9780367512620
Publisher: CRC Press
Imprint: Chapman & Hall/CRC
Pub date:
Edition: 1st edition
DEWEY: 519.5
DEWEY edition: 22
Language: English
Number of pages: 752
Weight: 1428g
Height: 234mm
Width: 159mm