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Statistical learning with sparsity : the lasso and generalizations
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Statistical learning with sparsity : the lasso and generalizations

by Trevor Hastie, Robert Tibshirani, Martin J. Wainwright

This text presents methods that exploit sparsity to recover underlying signals in large datasets. It covers the lasso for linear regression, generalised linear models, and sparse multivariate analysis, providing a guide to sparse statistical modelling.

Accession 29004 ISBN 9781498712163 Publisher CRC Press
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