Micro-Econometrics for Policy, Program, and Treatment Effects [NOOK Book]

Overview

This book brings to the fore recent advances in econometrics for treatment effects. The purpose of this book is to put together various economic treatments effect models in a coherent fashion, make it clear which can be parameters of interest, and show how they 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 ...
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Micro-Econometrics for Policy, Program, and Treatment Effects

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Overview

This book brings to the fore recent advances in econometrics for treatment effects. The purpose of this book is to put together various economic treatments effect models in a coherent fashion, make it clear which can be parameters of interest, and show how they 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.
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Product Details

Meet the Author

Myoung-jae Lee is Associate Professor in the School of Economics and Social Sciences at Singapore Management University. He has held positions at Pennsylvania State University, Tilburg University in The Netherlands, London School of Economics, Tsukuba University in Japan and Sungkyunkwan University in Seoul.

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Table of Contents

1 Tour of the book 1
2 Basics of treatment effect analysis 7
3 Controlling for covariates 43
4 Matching 79
5 Design and instrument for hidden bias 117
6 Other approaches for hidden bias 147
7 Multiple and dynamic treatments 171
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