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008			110607s2011 gw | s |||| 0|eng d
020			_a9783642199899 _9978-3-642-19989-9
040			_cMX-MeUAM
050		4	_aQA276-280
082	0	4	_a519.5 _223
100	1		_aAlquier, Pierre. _eeditor.
245	1	0	_aInverse Problems and High-Dimensional Estimation _h[recurso electrónico] : _bStats in the Château Summer School, August 31 - September 4, 2009 / _cedited by Pierre Alquier, Eric Gautier, Gilles Stoltz.
264		1	_aBerlin, Heidelberg : _bSpringer Berlin Heidelberg, _c2011.
300			_aXIII, 198p. 12 illus. _bonline resource.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
490	1		_aLecture Notes in Statistics, _x0930-0325 ; _v203
505	0		_aPart 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.
520			_aThe “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.
650		0	_aStatistics.
650		0	_aMathematics.
650		0	_aEconomics.
650	1	4	_aStatistics.
650	2	4	_aStatistics, general.
650	2	4	_aEconomics/Management Science, general.
650	2	4	_aMathematics, general.
700	1		_aGautier, Eric. _eeditor.
700	1		_aStoltz, Gilles. _eeditor.
710	2		_aSpringerLink (Online service)
773	0		_tSpringer eBooks
776	0	8	_iPrinted edition: _z9783642199882
830		0	_aLecture Notes in Statistics, _x0930-0325 ; _v203
856	4	0	_zLibro electrónico _uhttp://148.231.10.114:2048/login?url=http://link.springer.com/book/10.1007/978-3-642-19989-9
596			_a19
942			_cLIBRO_ELEC
999			_c203866 _d203866