Inverse Problems and High-Dimensional Estimation

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

Editors:

ISBN: 978-3-642-19988-2 (Print) 978-3-642-19989-9 (Online)

Table of contents (5 chapters)

  1. Front Matter

    Pages i-xiii

  2. Lecture Notes on Inverse Problems

    1. Front Matter

      Pages 1-1

    2. No Access

      Book Chapter

      Pages 3-96

      Inverse Problems in Statistics

  3. Invited Contribution on Inverse Problems

    1. Front Matter

      Pages 97-97

    2. No Access

      Book Chapter

      Pages 99-117

      Non-parametric Models with Instrumental Variables

  4. Lecture Notes on High-Dimensional Estimation

    1. Front Matter

      Pages 119-119

    2. No Access

      Book Chapter

      Pages 121-156

      High Dimensional Sparse Econometric Models: An Introduction

  5. Invited Contributions on High-Dimensional Estimation

    1. Front Matter

      Pages 157-157

    2. No Access

      Book Chapter

      Pages 159-170

      Model Selection in Gaussian Regression for High-Dimensional Data

    3. No Access

      Book Chapter

      Pages 171-189

      Bayesian Perspectives on Sparse Empirical Bayes Analysis (SEBA)

  6. Back Matter

    Pages 191-198