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9783642201912

Statistics for High-Dimensional Data

by ;
  • ISBN13:

    9783642201912

  • ISBN10:

    3642201911

  • Format: Hardcover
  • Copyright: 2011-06-14
  • Publisher: Springer-Verlag New York Inc
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Supplemental Materials

What is included with this book?

Summary

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, such as the Lasso and boosting methods. It also provides the mathematical theory behind them, proving their great potential in a large number of settings. Both the methods and theory are then illustrated with real data examples.

Supplemental Materials

What is included with this book?

The New copy of this book will include any supplemental materials advertised. Please check the title of the book to determine if it should include any access cards, study guides, lab manuals, CDs, etc.

The Used, Rental and eBook copies of this book are not guaranteed to include any supplemental materials. Typically, only the book itself is included. This is true even if the title states it includes any access cards, study guides, lab manuals, CDs, etc.

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