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Statistical Foundations of Data Science Hardback

by Jianqing (Princeton University, New Jersey, USA) Fan, Runze (Pennsylvania State University, University Park, USA) Li, Cun-Hui (Rutgers University, Piscataway, USA) Zhang, Hui Zou

Part of the Chapman & Hall/CRC Data Science Series series

Hardback

In Stock - usually despatched within 24 hours

Description

Provides theoretical insights and justification of the statistical procedures for the analysis of high-dimensional dataPresents a general framework of regularization methodsCovers feature screening for ultrahigh-dimensional dataDescribes large-scale covariance estimation