Inverse Problems and High-Dimensional Estimation: Stats in the Château Summer School, August 31 - September 4, 2009

Part I Lecture Notes on Inverse Problems: Inverse Problems in Statistics (Laurent Cavalier).- Part II Invited Contribution on Inverse Problems: Non Parametric Models with Instrumental Variables (Jean-Pierre Florens).- Part III Lecture Notes on High-Dimensional Estimation: High Dimensional Sparse Econometric Models: An Introduction (Alexandre Belloni and Victor Chernozhukov).- Part IV Invited Contributions on High-Dimensional Estimation: Model selection in Gaussian regression for high-dimensional data (Felix Abramovich and Vadim Grinshtein).- Bayesian Perspectives on Sparse Empirical Bayes Analysis (SEBA) (Natalia Bochkina and Ya'acov Ritov).- Part V Invited and Contributed Talks Given During the Summer School: List of the Courses.- List of the Invited Talks.- List of the Contributed Talks and Posters.

• Format: Paperback
• Language: English
• ISBN: 3642199887
• ISBN13: 9783642199882
• Release Date: June 2011
• Publisher: Springer
• Length: 198 Pages
• Weight: 0.67 lbs.
• Dimensions: 0.5" x 6.1" x 9.2"