Book

Micro-Econometrics for Policy, Program and Treatment Effects

Myoung-jae Lee

Published in print April 2005 | ISBN: 9780199267699
Published online February 2006 | e-ISBN: 9780191603044 | DOI: http://dx.doi.org/10.1093/0199267693.001.0001

Series: Advanced Texts in Econometrics

Micro-Econometrics for Policy, Program and Treatment Effects

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This book brings to the fore recent advances in econometrics for treatment effect analysis. It aims to put together various economic treatment effect models in a coherent fashion, determine those that can be parameters of interest, and show how these can be identified and estimated under weak assumptions. The emphasis throughout the book is on semi- and non-parametric estimation methods, but traditional parametric approaches are also discussed. This book is ideally suited to researchers and graduate students with a basic knowledge of econometrics.

Keywords: treatment effects; controlling covariates; matching; regression discontinuity; difference-in-differences; selection problem; study designs; instrumental variable estimation

Book.  262 pages.  Illustrated.

Subjects: Econometrics and Mathematical Economics

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Table of Contents

Tour of the book in Micro-Econometrics for Policy, Program and Treatment Effects

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Basics of treatment effect analysis in Micro-Econometrics for Policy, Program and Treatment Effects

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Controlling for covariates in Micro-Econometrics for Policy, Program and Treatment Effects

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Matching in Micro-Econometrics for Policy, Program and Treatment Effects

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Design and instrument for hidden bias in Micro-Econometrics for Policy, Program and Treatment Effects

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Other approaches for hidden bias* in Micro-Econometrics for Policy, Program and Treatment Effects

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Multiple and dynamic treatments* in Micro-Econometrics for Policy, Program and Treatment Effects

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