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Título Inverse Problems and High-Dimensional Estimation [electronic resource] : Stats in the Château Summer School, August 31 - September 4, 2009 / edited by Pierre Alquier, Eric Gautier, Gilles Stoltz.

Publicación Berlin, Heidelberg : Springer Berlin Heidelberg, 2011.
Descripción física XIII, 198 p. 12 illus. online resource.
text txt rdacontent
computer c rdamedia
online resource cr rdacarrier
text file PDF rda
Colección Lecture Notes in Statistics, 0930-0325 ; 203
Lecture Notes in Statistics, 0930-0325 ; 203
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Contiene: 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 Yá顣ov 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.
Resumen: The ́쓴ats in the Châteaúummer 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 ́ࠅNSAE ParisTech, the Ecole Polytechnique ParisTech, and HEC Paris ́࠷hich 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.
Materia Statistics.
Business.
Management science.
Mathematics.
Statistics.
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Statistics, general.
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Business and Management, general.
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Mathematics, general.
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Autor secundario Alquier, Pierre., editor.
Gautier, Eric., editor.
Stoltz, Gilles., editor.
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OTRO SOPORTE Printed edition: 9783642199882
ISBN 9783642199899 978-3-642-19989-9
ISBN/ISSN 10.1007/978-3-642-19989-9 doi