Abstract
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.
| Original language | English |
|---|---|
| Publisher | Oxford University Press |
| Number of pages | 262 |
| ISBN (Print) | 9780191603044, 9780199267699 |
| DOIs | |
| Publication status | Published - 2006 Feb 1 |
| Externally published | Yes |
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ASJC Scopus subject areas
- Economics, Econometrics and Finance(all)
Cite this
Micro-Econometrics for Policy, Program and Treatment Effects. / Lee, Myoung-jae.
Oxford University Press, 2006. 262 p.Research output: Book/Report › Book
}
TY - BOOK
T1 - Micro-Econometrics for Policy, Program and Treatment Effects
AU - Lee, Myoung-jae
PY - 2006/2/1
Y1 - 2006/2/1
N2 - 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.
AB - 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.
KW - Controlling covariates
KW - Difference-in-differences
KW - Instrumental variable estimation
KW - Matching
KW - Regression discontinuity
KW - Selection problem
KW - Study designs
KW - Treatment effects
UR - http://www.scopus.com/inward/record.url?scp=84920615947&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84920615947&partnerID=8YFLogxK
U2 - 10.1093/0199267693.001.0001
DO - 10.1093/0199267693.001.0001
M3 - Book
SN - 9780191603044
SN - 9780199267699
BT - Micro-Econometrics for Policy, Program and Treatment Effects
PB - Oxford University Press
ER -