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Chapman and Hall/Crc Monographs on Statistics and Applied Probability Ser.: Statistical Learning with Sparsity : The Lasso and Generalizations by Trevor Hastie, Martin Wainwright and Robert Tibshirani (2015, Hardcover)

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In addition, the book examines matrix decomposition, sparse multivariate analysis, graphical models, and compressed sensing. It concludes with a survey of theoretical results for the lasso.

About this product

Product Identifiers

PublisherCRC Press LLC
ISBN-101498712169
ISBN-139781498712163
eBay Product ID (ePID)212919361

Product Key Features

Number of Pages367 Pages
LanguageEnglish
Publication NameStatistical Learning with Sparsity : the Lasso and Generalizations
Publication Year2015
SubjectMachine Theory, Probability & Statistics / General, Logic, Statistics
TypeTextbook
Subject AreaComputers, Business & Economics, Mathematics
AuthorTrevor Hastie, Martin Wainwright, Robert Tibshirani
SeriesChapman and Hall/Crc Monographs on Statistics and Applied Probability Ser.
FormatHardcover

Dimensions

Item Height0.9 in
Item Weight25.6 oz.
Item Length9.4 in
Item Width6.4 in

Additional Product Features

Intended AudienceScholarly & Professional

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