← All authors Edward Vytlacil Yale University (from arXiv:2411.05220, 2024) · OpenAlex
34 papers in scope · 33 published · 1 on the econ.EM arXiv · 6,970 citations · h-index 27 (over the papers listed here)
Related authors The 20 authors closest to this one in our weighted citation graph, most related first.
Chun Pang Chow Andrés Santos Rodrigo Pinto Henrik Sigstad Alexander Torgovitsky Matthew Pecenco Nikolaos Ignatiadis Ricardo E. Miranda Yuehao Bai Samuel Norris Kirill Ponomarev Azeem M. Shaikh Vishal Kamat Manudeep Bhuller Zhenting Sun Zheng Fang Manu Navjeevan Leonard Goff Hiroyuki Kasahara Hiroaki Kaido Proximity is measured over citations between two papers we both hold, weighted by how heavily one leans on the other, and is symmetric — it does not distinguish citing from being cited. Authors without a profile here are skipped, and a genuinely close colleague can be missing simply because their work is not in our arXiv corpus. Method: docs/06-citations-pipeline.md .
Papers (1 of 34)
On the Identifying Power of Generalized Monotonicity for Average Treatment Effects
published 2026 · Journal of the American Statistical Association · 1 citations · first circulated 2024
working paper 2024 · arXiv
Introduction to the annals issue in honor of James J Heckman
published 2024 · Journal of Econometrics
with Xiaohong Chen
Eliciting willingness-to-pay to decompose beliefs and preferences that determine selection into competition in lab experiments
published 2024 · Journal of Econometrics · first circulated 2023
Instrumental variables and the sign of the average treatment effect
published 2019 · Journal of Econometrics · 45 citations · first circulated 2018
Identification in a generalization of bivariate probit models with dummy endogenous regressors
published 2017 · Journal of Econometrics · 101 citations · first circulated 2013
The Generalized Roy Model and the Cost-Benefit Analysis of Social Programs
published 2015 · Journal of Political Economy · 76 citations · first circulated 2014
Securitization and Loan Performance: Ex Ante and Ex Post Relations in the Mortgage Market
published 2013 · Review of Financial Studies · 110 citations · first circulated 2010
with Wei Jiang, Ashlyn Aiko Nelson
Liar's Loan? Effects of Origination Channel and Information Falsification on Mortgage Delinquency
published 2013 · The Review of Economics and Statistics · 243 citations · first circulated 2009
with Wei Jiang, Ashlyn Aiko Nelson
Delinquency model predictive power among low-documentation loans
published 2013 · Economics Letters · 5 citations
with Wei Jiang, Ashlyn Aiko Nelson
Treatment effect bounds: An application to Swan–Ganz catheterization
published 2012 · Journal of Econometrics · 67 citations · first circulated 2005
Estimating Marginal Returns to Education
published 2011 · American Economic Review · 564 citations · first circulated 2010
Partial Identification in Triangular Systems of Equations With Binary Dependent Variables
published 2011 · Econometrica · 105 citations
Evaluating Marginal Policy Changes and the Average Effect of Treatment for Individuals at the Margin
published 2010 · Econometrica · 133 citations · first circulated 2009
A specification test for the propensity score using its distribution conditional on participation
published 2009 · Journal of Econometrics · 41 citations
Treatment Effect Bounds under Monotonicity Assumptions: An Application to Swan-Ganz Catheterization
published 2008 · American Economic Review · 71 citations
Endogenous binary choice models with median restrictions: A comment
published 2007 · Economics Letters · 6 citations
Dummy Endogenous Variables in Weakly Separable Models
published 2007 · Econometrica · 108 citations
with Neşe Yıldız
Understanding Instrumental Variables in Models with Essential Heterogeneity
published 2006 · The Review of Economics and Statistics · 895 citations
with James J. Heckman, Sergio Urzúa
Ordered Discrete-Choice Selection Models and Local Average Treatment Effect Assumptions: Equivalence, Nonequivalence, and Representation Results
published 2006 · The Review of Economics and Statistics · 33 citations
A Note on Additive Separability and Latent Index Models of Binary Choice: Representation Results*
published 2006 · Oxford Bulletin of Economics and Statistics · 26 citations
Structural Equations, Treatment Effects, and Econometric Policy Evaluation1
published 2005 · Econometrica · 1230 citations
with James J. Heckman
Estimating treatment effects for discrete outcomes when responses to treatment vary: an application to Norwegian vocational rehabilitation programs
published 2004 · Journal of Econometrics · 280 citations
with Arild Aakvik, James J. Heckman
Simple Estimators for Treatment Parameters in a Latent-Variable Framework
published 2003 · The Review of Economics and Statistics · 147 citations · first circulated 2000
with James J. Heckman, Justin L. Tobias
Further results on instrumental variables estimation of average treatment effects in the correlated random coefficient model
published 2003 · Economics Letters · 189 citations
Independence, Monotonicity, and Latent Index Models: An Equivalence Result
published 2002 · Econometrica · 421 citations
Four Parameters of Interest in the Evaluation of Social Programs
published 2001 · Southern Economic Journal · 240 citations
with James J. Heckman, Justin L. Tobias
Three observations on wages and measured cognitive ability
published 2001 · Labour Economics · 334 citations
with John Cawley, James J. Heckman
Policy-Relevant Treatment Effects
published 2001 · American Economic Review · 295 citations
with James J. Heckman
Identifying the Role of Cognitive Ability in Explaining the Level of and Change in the Return to Schooling
published 2001 · The Review of Economics and Statistics · 75 citations · first circulated 2000
with James J. Heckman, James Heckman
The relationship between treatment parameters within a latent variable framework
published 2000 · Economics Letters · 115 citations
with James J. Heckman
On Policies to Reward the Value Added by Educators
published 1999 · The Review of Economics and Statistics · 45 citations
with John Cawley, James J. Heckman
Local instrumental variables and latent variable models for identifying and bounding treatment effects
published 1999 · Proceedings of the National Academy of Sciences · 640 citations
with James J. Heckman
Instrumental Variables Methods for the Correlated Random Coefficient Model: Estimating the Average Rate of Return to Schooling When the Return is Correlated with Schooling
published 1998 · The Journal of Human Resources · 329 citations
with James J. Heckman
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