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Four parameters of interest in the evaluation of social programs
Heckman, James J.; Tobias, Justin L.; Vytlacil, Edward - In: Southern economic journal 68 (2001) 2, pp. 210-223
Persistent link: https://www.econbiz.de/10001620452
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Simple estimators for treatment parameters in a latent-variable framework
Heckman, James J.; Tobias, Justin L.; Vytlacil, Edward - In: The review of economics and statistics 85 (2003) 3, pp. 748-755
Persistent link: https://www.econbiz.de/10001791796
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Simple estimators for treatment parameters in a latent variable framework with an application to estimating the returns to schooling
Heckman, James J.; Tobias, Justin L.; Vytlacil, Edward - 2000
Persistent link: https://www.econbiz.de/10001520893
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Distinguished Guest Lecture - Four Parameters of Interest in the Evaluation of Social Programs
Heckman, James; Tobias, Justin L.; Vytlacil, Edward - In: Southern economic journal 68 (2001) 2, pp. 210-223
Persistent link: https://www.econbiz.de/10006657177
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SIMPLE ESTIMATORS FOR TREATMENT PARAMETERS IN A LATENT VARIABLE FRAMEWORK WITH AN APPLICATION TO ESTIMATING THE RETURNS TO SCHOOLING
Heckman, James; Tobias, Justin L.; Vytlacil, Edward - 2000
Persistent link: https://www.econbiz.de/10006982108
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Simple Estimators for Treatment Parameters in a Latent-Variable Framework
Heckman, James; Tobias, Justin L.; Vytlacil, Edward - In: The Review of Economics and Statistics 85 (2003) 3, pp. 748-755
This note derives simply computed closed-form expressions for the average treatment effect, the effect of treatment on the treated, the local average treatment effect, and the marginal treatment effect in a latent-variable framework for both normal and nonnormal models. Asymptotic standard...
Persistent link: https://www.econbiz.de/10005740524
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Four Parameters of Interest in the Evaluation of Social Programs
Heckman, James; Tobias, Justin L.; Vytlacil, Edward - In: Southern Economic Journal 68 (2001) 2, pp. 210-223
This paper reviews four treatment parameters that have become commonly used in the program evaluation literature: the average treatment effect, the effect of treatment on the treated, the local average treatment effect, and the marginal treatment effect. We derive simply computed closed-form...
Persistent link: https://www.econbiz.de/10005562117
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Simple Estimators for Treatment Parameters in a Latent Variable Framework with an Application to Estimating the Returns to Schooling
Heckman, James J.; Tobias, Justin L.; Vytlacil, Edward - 2021
This paper derives simply computed closed-form expressions for the Average Treatment Effect (ATE), the effect of Treatment on the Treated (TT), Local Average Treatment Effect (LATE) and Marginal Treatment Effect (MTE) in a latent variable framework for both normal and non-normal models. The...
Persistent link: https://www.econbiz.de/10013237927
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Simple Estimators for Treatment Parameters in a Latent Variable Framework with an Application to Estimating the Returns to Schooling
Heckman, James J. - 2000
This paper derives simply computed closed-form expressions for the Average Treatment Effect (ATE), the effect of Treatment on the Treated (TT), Local Average Treatment Effect (LATE) and Marginal Treatment Effect (MTE) in a latent variable framework for both normal and non-normal models. The...
Persistent link: https://www.econbiz.de/10012470786
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Simple Estimators for Treatment Parameters in a Latent Variable Framework with an Application to Estimating the Returns to Schooling
Vytlacil, Edward; Heckman, James J.; Tobias, Justin L. - National Bureau of Economic Research (NBER) - 2000
This paper derives simply computed closed-form expressions for the Average Treatment Effect (ATE), the effect of Treatment on the Treated (TT), Local Average Treatment Effect (LATE) and Marginal Treatment Effect (MTE) in a latent variable framework for both normal and non-normal models. The...
Persistent link: https://www.econbiz.de/10005579999