Statistics for High-Dimensional Data (Springer Series in by Peter Bühlmann PDF

By Peter Bühlmann

ISBN-10: 3642201911

ISBN-13: 9783642201912

ISBN-10: 3642268579

ISBN-13: 9783642268571

smooth data offers with huge and complicated facts units, and for this reason with types containing a number of parameters. This publication provides a close account of lately built ways, together with the Lasso and models of it for varied types, boosting equipment, undirected graphical modeling, and techniques controlling fake confident selections.A targeted attribute of the e-book is that it includes accomplished mathematical thought on high-dimensional facts mixed with method, algorithms and illustrations with genuine information examples. This in-depth method highlights the equipment’ nice capability and sensible applicability in quite a few settings. As such, it's a beneficial source for researchers, graduate scholars and specialists in records, utilized arithmetic and laptop science.

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Statistics for High-Dimensional Data (Springer Series in Statistics) by Peter Bühlmann


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