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

• Corporate Author: SpringerLink (Online service)
• Other Authors: Alquier, Pierre (Editor), Gautier, Eric (Editor), Stoltz, Gilles (Editor)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2011.
• Series: Lecture Notes in Statistics, 203
• Subjects: Statistics.; Business.; Management science.; Mathematics.; Statistics, general.; Business and Management, general.; Mathematics, general.

The “Stats in the Château” summer school was held at the CRC château on the campus of HEC Paris, Jouy-en-Josas, France, from August 31 to September 4, 2009. This event was organized jointly by faculty members of three French academic institutions ─ ENSAE ParisTech, the Ecole Polytechnique ParisTech,...

Table of Contents:

• 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.