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Statistical Learning with Sparsity - Stanford University

Contents. Preface xv. 1 Introduction. 1. 2 The Lasso for Linear Models. 7. 2.1 Introduction ...... and test sets by splitting up the given dataset at random, and estimating ... process is repeated a total of K times, with each of the K groups getting the ...... posed by Pelckmans, De Moor and Suykens (2005) and Hocking, Vert, Bach.



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