| Structural Equations, Treatment Effects, and Econometric Policy Evaluation1 JJ Heckman, E Vytlacil Econometrica 73 (3), 669-738, 2005 | 1798 | 2005 |
| Econometric evaluation of social programs, part I: Causal models, structural models and econometric policy evaluation JJ Heckman, EJ Vytlacil Handbook of econometrics 6, 4779-4874, 2007 | 1249* | 2007 |
| Understanding instrumental variables in models with essential heterogeneity JJ Heckman, S Urzua, E Vytlacil The review of economics and statistics 88 (3), 389-432, 2006 | 1235 | 2006 |
| Estimating marginal returns to education P Carneiro, JJ Heckman, EJ Vytlacil American Economic Review 101 (6), 2754-2781, 2011 | 979 | 2011 |
| Local instrumental variables and latent variable models for identifying and bounding treatment effects JJ Heckman, EJ Vytlacil Proceedings of the national Academy of Sciences 96 (8), 4730-4734, 1999 | 838 | 1999 |
| Independence, monotonicity, and latent index models: An equivalence result E Vytlacil Econometrica 70 (1), 331-341, 2002 | 661 | 2002 |
| Econometric evaluation of social programs, part II: Using the marginal treatment effect to organize alternative econometric estimators to evaluate social programs, and to … JJ Heckman, EJ Vytlacil Handbook of econometrics 6, 4875-5143, 2007 | 612 | 2007 |
| Three observations on wages and measured cognitive ability J Cawley, J Heckman, E Vytlacil Labour economics 8 (4), 419-442, 2001 | 502 | 2001 |
| Policy-relevant treatment effects JJ Heckman, E Vytlacil American Economic Review 91 (2), 107-111, 2001 | 445 | 2001 |
| Instrumental variables, selection models, and tight bounds on the average treatment effect JJ Heckman, EJ Vytlacil Econometric Evaluation of Labour Market Policies, 1-15, 2001 | 444 | 2001 |
| Instrumental variables methods for the correlated random coefficient model: Estimating the average rate of return to schooling when the return is correlated with schooling J Heckman, E Vytlacil Journal of Human Resources, 974-987, 1998 | 443 | 1998 |
| Four parameters of interest in the evaluation of social programs J Heckman, JL Tobias, E Vytlacil Southern Economic Journal 68 (2), 210-223, 2001 | 411 | 2001 |
| Identifying the role of cognitive ability in explaining the level of and change in the return to schooling J Heckman, E Vytlacil Review of Economics and Statistics 83 (1), 1-12, 2001 | 342 | 2001 |
| Identification of treatment effects using control functions in models with continuous, endogenous treatment and heterogeneous effects JP Florens, JJ Heckman, C Meghir, E Vytlacil Econometrica 76 (5), 1191-1206, 2008 | 332 | 2008 |
| Estimating treatment effects for discrete outcomes when responses to treatment vary: an application to Norwegian vocational rehabilitation programs A Aakvik, JJ Heckman, EJ Vytlacil Journal of econometrics 125 (1-2), 15-51, 2005 | 324 | 2005 |
| Liar's loan? Effects of origination channel and information falsification on mortgage delinquency W Jiang, AA Nelson, E Vytlacil Review of Economics and Statistics 96 (1), 1-18, 2014 | 278 | 2014 |
| Evaluating marginal policy changes and the average effect of treatment for individuals at the margin P Carneiro, JJ Heckman, E Vytlacil Econometrica 78 (1), 377-394, 2010 | 188 | 2010 |
| Simple estimators for treatment parameters in a latent-variable framework J Heckman, JL Tobias, E Vytlacil Review of Economics and Statistics 85 (3), 748-755, 2003 | 175 | 2003 |
| Dummy endogenous variables in weakly separable models E Vytlacil, N Yildiz Econometrica 75 (3), 757-779, 2007 | 149 | 2007 |
| Cognitive ability, wages, and meritocracy J Cawley, K Conneely, J Heckman, E Vytlacil Intelligence, genes, and success: Scientists respond to the bell curve, 179-192, 1997 | 149 | 1997 |
James HeckmanProfessor of Economics at University of Chicago, American Bar Foundation Research FellowVerified email at uchicago.edu
