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Statistical Foundations of Data Science, Hardback Book



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



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Also in the Chapman & Hall/CRC Data Science Series series  |  View all