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Statistics for High-Dimensional Data
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, provin...
| Autores principales: | , |
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| Lenguaje: | eng |
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Springer
2011
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| Acceso en línea: | https://dx.doi.org/10.1007/978-3-642-20192-9 http://cds.cern.ch/record/1414271 |