00000cmm a22000004a 4500 UP-99796217611212382 Buklod 20250205114222.0 m go j cr |nu|||auu|a 250205s2011 gw o j eng d 9783642199899 (eBook) 3642199895 (eBook) (iLib)UPD-00215704144 DMLR rda. eng DMLUC QA 370 I58 2011eb Inverse problems and high-dimensional estimation Stats in the Chãateau Summer School, August 31-September 4, 2009 [electronic resource] Pierre Alquier, Eric Gautier, Gilles Stoltz, editors. Heidelberg, Germany Springer Berlin 2011. 1 online resource (xiii, 198 pages). text rdacontent computer rdamedia online resource rdacarrier Lecture notes in statistics. Proceedings 203. 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. IP-based subscription, access limited to within on-campus computer network. Access via Electronic Resources of the UPD University Library Website. 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, and HEC Paris ? which cooperate through a scientific foundation devoted to the decision sciences. The scientific content of the summer school was conveyed in two courses, one by Laurent Cavalier (Université Aix-Marseille I) on "Ill-posed Inverse Problems", and one by Victor Chernozhukov (Massachusetts Institute of Technology) on "High-dimensional Estimation with Applications to Economics". Ten invited researchers also presented either reviews of the state of the art in the field or of applications, or original research contributions. This volume contains the lecture notes of the two courses. Original research articles and a survey complement these lecture notes. Applications to economics are discussed in various contribution. Electronic reproduction. New York SpringerLink 2011. Available via World Wide Web through SpringerLink. Inverse problems (Differential equations) Congresses. Estimation theory Congresses. Mathematics. Alquier, Pierre. editor. Gautier, Eric editor. Stoltz, Gilles. editor. SpringerLink (Online service). Electronic Resource Available for UP System via SpringerLink. https://doi.org/10.1007/978-3-642-19989-9 FO UPD DMLR QA 370 I58 2011eb Electronic Resource