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University of Florida - Fall 2012 | ||
Section 105B | ||
 | Statistics for High-Dimensional Data: Methods, Theory and Applications (Springer Series in Statistics) by Peter Bühlmann Hardcover, 558 Pages, Published 2011 ISBN-10: 3-642-20191-1 / 3642201911 ISBN-13: 978-3-642-20191-2 / 9783642201912 Modern statistics deals with large and complex data sets, and consequently with models containing a large number of parameters. This book presents a detailed account of recently developed approaches, including the Lasso and versions of it for various models, boosting methods, undirected graphical mo | |