The DOI matches its Crossref record; 3 of the 3 references it cites were found in a registry or an index.
Estimation of Average Treatment Effects Based on Propensity Scores
Open accessAbstract
In this paper, we give a short overview of some propensity score matching estimators suggested in the evaluation literature, and we provide a set of Stata programs, which we illustrate using the National Supported Work (NSW) demonstration widely known in labor economics.
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Citations
Cites
Estimating causal effects of treatments in randomized and nonrandomized studies
Rubin, D. B. (1974) · Journal of Educational Psychology · doi:10.1037/h0037350 · Cited by 9,436
Does matching overcome lalonde’s critique of nonexperimental estimators?
A. Smith, J., & E. Todd, P. (2005) · Journal of Econometrics · doi:10.1016/j.jeconom.2004.04.011 · Cited by 3,176
Characterizing Selection Bias Using Experimental Data
Heckman, J., Ichimura, H., Smith, J., & Todd, P. (1998) · Econometrica · doi:10.2307/2999630 · Cited by 2,286
Cited by
SOME PRACTICAL GUIDANCE FOR THE IMPLEMENTATION OF PROPENSITY SCORE MATCHING
Caliendo, M., & Kopeinig, S. (2008) · Journal of Economic Surveys · doi:10.1111/j.1467-6419.2007.00527.x · Cited by 6,238
Recent Developments in the Econometrics of Program Evaluation
Imbens, G. W., & Wooldridge, J. M. (2009) · Journal of Economic Literature · doi:10.1257/jel.47.1.5 · Cited by 4,926
Nonparametric Estimation of Average Treatment Effects Under Exogeneity: A Review
Imbens, G. W. (2004) · Review of Economics and Statistics · doi:10.1162/003465304323023651 · Cited by 2,994
Large sample properties of matching estimators for average treatment effects
Abadie, A., & Imbens, G. W. (2006) · Econometrica · doi:10.1111/j.1468-0262.2006.00655.x · Cited by 2,908
Cem: Coarsened Exact Matching in Stata
Blackwell, M., Iacus, S., King, G., & Porro, G. (2009) · The Stata Journal: Promoting communications on statistics and Stata · doi:10.1177/1536867x0900900402 · Cited by 1,689
Metadata
- Authors
- Becker, S. O., & Ichino, A.
- Venue
- The Stata Journal: Promoting communications on statistics and Stata
- Publisher
- SAGE Publications
- Published
- 2002-12
- Volume
- 2
- Issue
- 4
- Pages
- 358-377
- ISSN
- 1536-867X (ISSN-L)
- 1536-8734
- OpenAlex
- W1594294799
- Cited by
- 2,754
- References
- 3
- FWCI
- 26.99
- Type
- journal article
- Language
- en
- Open access
- bronze
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