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＜電子ブック＞
Inverse Problems and High-Dimensional Estimation : Stats in the Château Summer School, August 31 - September 4, 2009 / edited by Pierre Alquier, Eric Gautier, Gilles Stoltz
(Lecture Notes in Statistics - Proceedings ; 203)

版	1st ed. 2011.
出版者	(Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer)
出版年	2011
大きさ	XIII, 198 p. 12 illus : online resource
著者標目	Alquier, Pierre editor Gautier, Eric editor Stoltz, Gilles editor SpringerLink (Online service)
件　名	LCSH:Statistics  LCSH:Business LCSH:Management science LCSH:Mathematics FREE:Statistics FREE:Business and Management FREE:Mathematics
一般注記	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 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 contributions HTTP:URL=https://doi.org/10.1007/978-3-642-19989-9

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