Nguyen Viet, Cuong (2008): Estimating Impact of a Continuous Program under a Conditional Independence Assumption.
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Abstract
Traditional literature on impact evaluation often deals with binary programs. In reality, a program can provide different amounts of treatment for people, and it is regarded as a continuous variable. This paper discusses impact evaluation of a continuous program using matching methods and illustrates how to estimate impact of foreign remittances on per capita expenditure in Vietnam.
Item Type: | MPRA Paper |
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Original Title: | Estimating Impact of a Continuous Program under a Conditional Independence Assumption |
English Title: | Estimating Impact of a Continuous Program under a Conditional Independence Assumption |
Language: | English |
Keywords: | Treatment effect, program impact, continuous program, matching, conditional independence |
Subjects: | C - Mathematical and Quantitative Methods > C1 - Econometric and Statistical Methods and Methodology: General > C15 - Statistical Simulation Methods: General C - Mathematical and Quantitative Methods > C2 - Single Equation Models ; Single Variables > C21 - Cross-Sectional Models ; Spatial Models ; Treatment Effect Models ; Quantile Regressions |
Item ID: | 24920 |
Depositing User: | Cuong Nguyen Viet |
Date Deposited: | 13 Sep 2010 12:12 |
Last Modified: | 28 Sep 2019 04:40 |
References: | Cochran, W. G. and S. P. Chambers, 1965, The Planning of Observational Studies of Human Population, Journal of the Royal Statistical Society, Series A (General) 128, No. 2, 234-266. Cochran, W. G., 1968, The effectiveness of Adjustment by Subclassification in Removing Bias in Observational Studies, Biometrics, 24, 295-313. Rosenbaum, P. and Rubin R., 1983, The Central Role of the Propensity Score in Observational Studies for Causal Effects, Biometrika, 70 (1), 41-55. Rubin, D., 1974, Estimating Causal Effects of Treatments in Randomized and Non-Randomized Studies, Journal of Educational Psychology, 66, 688-701. Rubin, D., 1977, Assignment to a Treatment Group on the Basis of a Covariate, Journal of Educational Statistics, 2 (1), 1-26. Rubin, D., 1979, Using Multivariate Sampling and Regression Adjustment to Control Bias in Observational Studies, Journal of the American Statistical Association, 74, 318–328. Rubin, D., 1980, Bias Reduction Using Mahalanobis-Metric Matching, Biometrics, 36 (2), 293–298. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/24920 |