Statistics For High Dimensional Data

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Statistics for High-Dimensional Data
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Modern statistics deals with large and complex data sets, and consequently with models containing a large number of parameters. This book presents a detailed ac
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Praise for the first edition: "[This book] succeeds singularly at providing a structured introduction to this active field of research. ... it is arguably the m
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Connecting theory with practice, this systematic and rigorous introduction covers the fundamental principles, algorithms and applications of key mathematical mo
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This book features research contributions from The Abel Symposium on Statistical Analysis for High Dimensional Data, held in Nyvågar, Lofoten, Norway, in May 2