Inverse Problems and High-Dimensional Estimation Inverse Problems and High-Dimensional Estimation
Lecture Notes in Statistics

Inverse Problems and High-Dimensional Estimation

Stats in the Château Summer School, August 31 - September 4, 2009

Pierre Alquier والمزيد
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وصف الناشر

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.

النوع
علم وطبيعة
تاريخ النشر
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٧ يونيو
اللغة
EN
الإنجليزية
عدد الصفحات
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الناشر
Springer Berlin Heidelberg
البائع
Springer Nature B.V.
الحجم
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‫م.ب.‬
Lévy Matters IV Lévy Matters IV
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GARCH Models GARCH Models
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Asymptotic Analysis of Mixed Effects Models Asymptotic Analysis of Mixed Effects Models
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Basics of Modern Mathematical Statistics Basics of Modern Mathematical Statistics
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Statistical Inference, Econometric Analysis and Matrix Algebra Statistical Inference, Econometric Analysis and Matrix Algebra
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Advanced Linear Modeling Advanced Linear Modeling
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Generalized Estimating Equations Generalized Estimating Equations
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Probability Approximations and Beyond Probability Approximations and Beyond
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Advances and Challenges in Space-time Modelling of Natural Events Advances and Challenges in Space-time Modelling of Natural Events
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Stochastic Orders in Reliability and Risk Stochastic Orders in Reliability and Risk
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Model-Oriented Design of Experiments Model-Oriented Design of Experiments
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Nonlinear System Identification by Haar Wavelets Nonlinear System Identification by Haar Wavelets
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