Statistics for high-dimensional data methods, theory and applications
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...
| Main Authors: | , |
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| 格式: | Electronic Resource |
| 語言: | English |
| 出版: |
Heidelberg, Germany
Springer Berlin
2011
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| 叢編: | Springer series in statistic
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| 主題: | |
| 在線閱讀: | Available for UP System via Springer Link. |