Concentration inequalities have been recognized as fundamental tools in several domains such as geometry of Banach spaces or random combinatorics. They also turn to be essential tools to develop a non asymptotic theory in statistics. This volume provides an overview of a non asymptotic theory for model selection. It also discusses some selected applications to variable selection, change points detection and statistical learning.
- ISBN10 6610853339
- ISBN13 9786610853335
- Publish Date 1 January 2007
- Publish Status Active
- Out of Print 9 February 2012
- Publish Country US
- Imprint Springer
- Format eBook
- Pages 346
- Language English