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Identification of treatment effects using control functions in models with continuous, endogenous treatment and heterogeneous effects

Florensy, J. P.; Heckman, James J.; Meghirxand, C.; … - 2008

We use the control function approach to identify the average treatment effect and the effect of treatment on the treated in models with a continuous endogenous regressor whose impact is heterogeneous. We assume a stochastic polynomial restriction on the form of the heterogeneity but, unlike...

Persistent link: https://www.econbiz.de/10003870354

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

The relationship between parameters within a latent variable framework

Heckman, James J.; Vytlacil, Edward - In: Economics letters 66 (2000) 1, pp. 33-39

Persistent link: https://www.econbiz.de/10001435921

Treatment effects for discrete outcomes when responses to treatment vary among observationally identical persons : an application to Norwegian vocational rehabilitation programs

Aakvik, Arild; Heckman, James J.; Vytlacil, Edward - 2000

Persistent link: https://www.econbiz.de/10001515193

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

Instrumental variables methods for the correlated random coefficient model : estimating the average rate of return to schooling when the return is correlated with schooling

Heckman, James J.; Vytlacil, Edward - In: Journal of human resources : JHR 33 (1998) 4, pp. 974-987

Persistent link: https://www.econbiz.de/10001256149

Chapter 71 Econometric Evaluation of Social Programs, Part II: Using the Marginal Treatment Effect to Organize Alternative Econometric Estimators to Evaluate Social Programs, and t...

Heckman, James J.; Vytlacil, Edward J. - In: Handbook of econometrics : volume 6B, (pp. 4875-5143). 2007

This chapter uses the marginal treatment effect (MTE) to unify and organize the econometric literature on the evaluation of social programs. The marginal treatment effect is a choice-theoretic parameter that can be interpreted as a willingness to pay parameter for persons at a margin of...

Persistent link: https://www.econbiz.de/10014024944

A note on additive separability and latent index models of binary choice : representation results

Vytlacil, Edward - In: Oxford bulletin of economics and statistics 68 (2006) 4, pp. 515-518

Persistent link: https://www.econbiz.de/10003357468

Modelling and evaluating treatment effects in econometrics

Millimet, Daniel L. (ed.); Smith, Jeffrey A. (ed.); … - 2008 - 1. ed.

Persistent link: https://www.econbiz.de/10003586605

Identification in a generalization of bivariate probit models with dummy endogenous regressors

Han, Sukjin; Vytlacil, Edward - In: Journal of econometrics 199 (2017) 1, pp. 63-73

Persistent link: https://www.econbiz.de/10011818959

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