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Methods for Estimation and Inference in Modern Econometrics

Methods for Estimation and Inference in Modern Econometrics - Paperback

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Product Details
Author:
Stanislav Anatolyev
Publisher:
CRC Press
Publication Date:
Sep 05, 2019
Number of pages:
236 pages
Binding:
Paperback or Softback
ISBN-10:
0367382660
ISBN-13:
9780367382667

Overview

This book covers important topics in econometrics. It discusses methods for efficient estimation in models defined by unconditional and conditional moment restrictions, inference in misspecified models, generalized empirical likelihood estimators, and alternative asymptotic approximations. The first chapter provides a general overview of established nonparametric and parametric approaches to estimation and conventional frameworks for statistical inference. The next several chapters focus on the estimation of models based on moment restrictions implied by economic theory. The final chapters cover nonconventional asymptotic tools that lead to improved finite-sample inference.


  • | Author: Stanislav Anatolyev
  • | Publisher: CRC Press
  • | Publication Date: Sep 05, 2019
  • | Number of Pages: 236 pages
  • | Binding: Paperback or Softback
  • | ISBN-10: 0367382660
  • | ISBN-13: 9780367382667

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