Edward Vytlacil

Names

Identifer

Contact

Affiliations

• Yale University / Cowles Foundation for Research in Economics
  • EDIRC entry
  • location:
• Yale University / Economics Department
  • EDIRC entry
  • location:

Research profile

author of:

• Estimating Marginal Returns to Education
  American Economic Review, American Economic Association (2011)
  by Pedro Carneiro & James J. Heckman & Edward J. Vytlacil
  (ReDIF-article, aea:aecrev:v:101:y:2011:i:6:p:2754-81)
• Policy-Relevant Treatment Effects
  American Economic Review, American Economic Association (2001)
  by Edward Vytlacil & James J. Heckman
  (ReDIF-article, aea:aecrev:v:91:y:2001:i:2:p:107-111)
• Treatment Effect Bounds under Monotonicity Assumptions: An Application to Swan-Ganz Catheterization
  American Economic Review, American Economic Association (2008)
  by Jay Bhattacharya & Azeem M. Shaikh & Edward Vytlacil
  (ReDIF-article, aea:aecrev:v:98:y:2008:i:2:p:351-56)
• A Note on Additive Separability and Latent Index Models of Binary Choice: Representation Results
  Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford (2006)
  by Edward Vytlacil
  (ReDIF-article, bla:obuest:v:68:y:2006:i:4:p:515-518)
• Independence, Monotonicity, and Latent Index Models: An Equivalence Result
  Econometrica, Econometric Society (2002)
  by Edward Vytlacil
  (ReDIF-article, ecm:emetrp:v:70:y:2002:i:1:p:331-341)
• Structural Equations, Treatment Effects, and Econometric Policy Evaluation
  Econometrica, Econometric Society (2005)
  by James J. Heckman & Edward Vytlacil
  (ReDIF-article, ecm:emetrp:v:73:y:2005:i:3:p:669-738)
• Dummy Endogenous Variables in Weakly Separable Models
  Econometrica, Econometric Society (2007)
  by Edward Vytlacil & Nese Yildiz
  (ReDIF-article, ecm:emetrp:v:75:y:2007:i:3:p:757-779)
• Identification of Treatment Effects Using Control Functions in Models With Continuous, Endogenous Treatment and Heterogeneous Effects
  Econometrica, Econometric Society (2008)
  by J. P. Florens & J. J. Heckman & C. Meghir & E. Vytlacil
  (ReDIF-article, ecm:emetrp:v:76:y:2008:i:5:p:1191-1206)
• Evaluating Marginal Policy Changes and the Average Effect of Treatment for Individuals at the Margin
  Econometrica, Econometric Society (2010)
  by Pedro Carneiro & James J. Heckman & Edward Vytlacil
  (ReDIF-article, ecm:emetrp:v:78:y:2010:i:1:p:377-394)
• Partial Identification in Triangular Systems of Equations With Binary Dependent Variables
  Econometrica, Econometric Society (2011)
  by Azeem M. Shaikh & Edward J. Vytlacil
  (ReDIF-article, ecm:emetrp:v:79:y:2011:i:3:p:949-955)
• Identification and SQRT N Efficient Estimation of Semiparametric Panel Data Models with Binary Dependent Variables and a Latent Factor
  Econometric Society World Congress 2000 Contributed Papers, Econometric Society (2000)
  by Xiaohong Chen & James J. Heckman & Edward Vytlacil
  (ReDIF-paper, ecm:wc2000:1567)
• Econometric Evaluation of Social Programs, Part I: Causal Models, Structural Models and Econometric Policy Evaluation
  Handbook of Econometrics, Elsevier (2007)
  by James J. Heckman & Vytlacil, Edward J.
  (ReDIF-chapter, eee:ecochp:6b-70)
• Econometric Evaluation of Social Programs, Part II: Using the Marginal Treatment Effect to Organize Alternative Econometric Estimators to Evaluate Social Programs, and to Forecast their Effects in New
  Handbook of Econometrics, Elsevier (2007)
  by James J. Heckman & Vytlacil, Edward J.
  (ReDIF-chapter, eee:ecochp:6b-71)
• Delinquency model predictive power among low-documentation loans
  Economics Letters, Elsevier (2013)
  by Jiang, Wei & Nelson, Ashlyn Aiko & Vytlacil, Edward
  (ReDIF-article, eee:ecolet:v:120:y:2013:i:2:p:171-173)
• The relationship between treatment parameters within a latent variable framework
  Economics Letters, Elsevier (2000)
  by Heckman, James J. & Vytlacil, Edward J.
  (ReDIF-article, eee:ecolet:v:66:y:2000:i:1:p:33-39)
• Endogenous binary choice models with median restrictions: A comment
  Economics Letters, Elsevier (2008)
  by Shaikh, Azeem M. & Vytlacil, Edward
  (ReDIF-article, eee:ecolet:v:98:y:2008:i:1:p:23-28)
• Estimating treatment effects for discrete outcomes when responses to treatment vary: an application to Norwegian vocational rehabilitation programs
  Journal of Econometrics, Elsevier (2005)
  by Aakvik, Arild & Heckman, James J. & Vytlacil, Edward J.
  (ReDIF-article, eee:econom:v:125:y:2005:i:1-2:p:15-51)
• A specification test for the propensity score using its distribution conditional on participation
  Journal of Econometrics, Elsevier (2009)
  by Shaikh, Azeem M. & Simonsen, Marianne & Vytlacil, Edward J. & Yildiz, Nese
  (ReDIF-article, eee:econom:v:151:y:2009:i:1:p:33-46)
• Treatment effect bounds: An application to Swan–Ganz catheterization
  Journal of Econometrics, Elsevier (2012)
  by Bhattacharya, Jay & Shaikh, Azeem M. & Vytlacil, Edward
  (ReDIF-article, eee:econom:v:168:y:2012:i:2:p:223-243)
• Three observations on wages and measured cognitive ability
  Labour Economics, Elsevier (2001)
  by Cawley, John & Heckman, James & Vytlacil, Edward
  (ReDIF-article, eee:labeco:v:8:y:2001:i:4:p:419-442)
• Training Effects on Employment when the Training Effects are Heterogenous : an Application to Norwegian Vocational Rehabilitation Programs
  Norway; Department of Economics, University of Bergen, Department of Economics, University of Bergen (1999)
  by Aakvik, A. & Heckman, J.J. & Vytlacil, E.J.
  (ReDIF-paper, fth:bereco:0599)
• Estimating the Extent of Trade Under Incomplete Information: The Case of HIV
  University of Chicago - Population Research Center, Chicago - Population Research Center ()
  by Tomas Philipson & Edward Vytlacil
  (ReDIF-paper, fth:chiprc:94-8)
• Instrumental Variables, Local Instrumental Variables and Control Functions
  IDEI Working Papers, Institut d'Économie Industrielle (IDEI), Toulouse (2003)
  by Florens, Jean-Pierre & Heckman, James J. & Meghir, Costas & Vytlacil, Edward
  (ReDIF-paper, ide:wpaper:1040)
• Instrumental variables, local instrumental variables and control functions
  CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies (2002)
  by Jean-Pierre Florens & James Heckman & Costas Meghir & Edward Vytlacil
  (ReDIF-paper, ifs:cemmap:15/02)
• Evaluating marginal policy changes and the average effect of treatment for individuals at the margin
  CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies (2009)
  by Pedro Carneiro & James Heckman & Edward Vytlacil
  (ReDIF-paper, ifs:cemmap:21/09)
• Estimating marginal returns to education
  CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies (2010)
  by Pedro Carneiro & James Heckman & Edward Vytlacil
  (ReDIF-paper, ifs:cemmap:29/10)
• Simple Estimators for Treatment Parameters in a Latent Variable Framework
  Staff General Research Papers Archive, Iowa State University, Department of Economics (2003)
  by Heckman, J J & Tobias, Justin & Vytlacil, Ed
  (ReDIF-paper, isu:genres:12012)
• Four Parameters of Interest in the Evaluation of Social Programs
  Staff General Research Papers Archive, Iowa State University, Department of Economics (2001)
  by Heckman, J J & Tobias, Justin & Vytlacil, Ed
  (ReDIF-paper, isu:genres:12022)
• Understanding Instrumental Variables in Models with Essential Heterogeneity
  IZA Discussion Papers, Institute of Labor Economics (IZA) (2006)
  by Heckman, James J. & Urzua, Sergio & Vytlacil, Edward
  (ReDIF-paper, iza:izadps:dp2320)
• Instrumental Variables in Models with Multiple Outcomes: The General Unordered Case
  IZA Discussion Papers, Institute of Labor Economics (IZA) (2008)
  by Heckman, James J. & Urzua, Sergio & Vytlacil, Edward
  (ReDIF-paper, iza:izadps:dp3565)
• Evaluating Marginal Policy Changes and the Average Effect of Treatment for Individuals at the Margin
  IZA Discussion Papers, Institute of Labor Economics (IZA) (2009)
  by Carneiro, Pedro & Heckman, James J. & Vytlacil, Edward
  (ReDIF-paper, iza:izadps:dp4324)
• Estimating Marginal Returns to Education
  IZA Discussion Papers, Institute of Labor Economics (IZA) (2010)
  by Carneiro, Pedro & Heckman, James J. & Vytlacil, Edward
  (ReDIF-paper, iza:izadps:dp5275)
• Local Instrumental Variables
  NBER Technical Working Papers, National Bureau of Economic Research, Inc (2000)
  by James J. Heckman & Edward J. Vytlacil
  (ReDIF-paper, nbr:nberte:0252)
• Instrumental Variables, Selection Models, and Tight Bounds on the Average Treatment Effect
  NBER Technical Working Papers, National Bureau of Economic Research, Inc (2000)
  by James J. Heckman & Edward J. Vytlacil
  (ReDIF-paper, nbr:nberte:0259)
• Treatment Effects for Discrete Outcomes when Responses to Treatment Vary Among Observationally Identical Persons: An Application to Norwegian ..
  NBER Technical Working Papers, National Bureau of Economic Research, Inc (2000)
  by Arild Aakvik & James J. Heckman & Edward J. Vytlacil
  (ReDIF-paper, nbr:nberte:0262)
• Structural Equations, Treatment Effects and Econometric Policy Evaluation
  NBER Technical Working Papers, National Bureau of Economic Research, Inc (2005)
  by James J. Heckman & Edward Vytlacil
  (ReDIF-paper, nbr:nberte:0306)
• Threshold Crossing Models and Bounds on Treatment Effects: A Nonparametric Analysis
  NBER Technical Working Papers, National Bureau of Economic Research, Inc (2005)
  by Azeem Shaikh & Edward Vytlacil
  (ReDIF-paper, nbr:nberte:0307)
• Structural Equations, Treatment Effects and Econometric Policy Evaluation
  NBER Working Papers, National Bureau of Economic Research, Inc (2005)
  by James J. Heckman & Edward Vytlacil
  (ReDIF-paper, nbr:nberwo:11259)
• Treatment Effect Bounds: An Application to Swan-Ganz Catheterization
  NBER Working Papers, National Bureau of Economic Research, Inc (2005)
  by Jay Bhattacharya & Azeem Shaikh & Edward Vytlacil
  (ReDIF-paper, nbr:nberwo:11263)
• Understanding Instrumental Variables in Models with Essential Heterogeneity
  NBER Working Papers, National Bureau of Economic Research, Inc (2006)
  by James J. Heckman & Sergio Urzua & Edward J. Vytlacil
  (ReDIF-paper, nbr:nberwo:12574)
• Identification of Treatment Effects Using Control Functions in Models with Continuous, Endogenous Treatment and Heterogeneous Effects
  NBER Working Papers, National Bureau of Economic Research, Inc (2008)
  by Jean-Pierre Florens & James J. Heckman & Costas Meghir & Edward J. Vytlacil
  (ReDIF-paper, nbr:nberwo:14002)
• Evaluating Marginal Policy Changes and the Average Effect of Treatment for Individuals at the Margin
  NBER Working Papers, National Bureau of Economic Research, Inc (2009)
  by Pedro Carneiro & James J. Heckman & Edward J. Vytlacil
  (ReDIF-paper, nbr:nberwo:15211)
• Estimating Marginal Returns to Education
  NBER Working Papers, National Bureau of Economic Research, Inc (2010)
  by Pedro Carneiro & James J. Heckman & Edward J. Vytlacil
  (ReDIF-paper, nbr:nberwo:16474)
• Eliciting Willingness-to-Pay to Decompose Beliefs and Preferences that Determine Selection into Competition in Lab Experiments
  NBER Working Papers, National Bureau of Economic Research, Inc (2023)
  by Yvonne Jie Chen & Deniz Dutz & Li Li & Sarah Moon & Edward J. Vytlacil & Songfa Zhong
  (ReDIF-paper, nbr:nberwo:31930)
• On the Identifying Power of Generalized Monotonicity for Average Treatment Effects
  NBER Working Papers, National Bureau of Economic Research, Inc (2024)
  by Yuehao Bai & Shunzhuang Huang & Sarah Moon & Azeem Shaikh & Edward J. Vytlacil
  (ReDIF-paper, nbr:nberwo:32983)
• Cognitive Ability, Wages, and Meritocracy
  NBER Working Papers, National Bureau of Economic Research, Inc (1996)
  by John Cawley & Karen Conneely & James Heckman & Edward Vytlacil
  (ReDIF-paper, nbr:nberwo:5645)
• Understanding the Role of Cognitive Ability in Accounting for the Recent Rise in the Economic Return to Education
  NBER Working Papers, National Bureau of Economic Research, Inc (1998)
  by John Cawley & James Heckman & Edward Vytlacil
  (ReDIF-paper, nbr:nberwo:6388)
• Meritocracy in America: An Examination of Wages Within and Across Occupations
  NBER Working Papers, National Bureau of Economic Research, Inc (1998)
  by John Cawley & James Heckman & Edward Vytlacil
  (ReDIF-paper, nbr:nberwo:6446)
• Identifying the Role of Cognitive Ability in Explaining the Level of and Change in the Return to Schooling
  NBER Working Papers, National Bureau of Economic Research, Inc (2000)
  by James Heckman & Edward Vytlacil
  (ReDIF-paper, nbr:nberwo:7820)
• Simple Estimators for Treatment Parameters in a Latent Variable Framework with an Application to Estimating the Returns to Schooling
  NBER Working Papers, National Bureau of Economic Research, Inc (2000)
  by James J. Heckman & Justin L. Tobias & Edward Vytlacil
  (ReDIF-paper, nbr:nberwo:7950)
• Identification in a Generalization of Bivariate Probit Models with Endogenous Regressors
  Department of Economics Working Papers, The University of Texas at Austin, Department of Economics (2013)
  by Sukjin Han & Edward J. Vytlacil
  (ReDIF-paper, tex:wpaper:130908)
• On Policies To Reward The Value Added By Educators
  The Review of Economics and Statistics, MIT Press (1999)
  by John Cawley & James Heckman & Edward Vytlacil
  (ReDIF-article, tpr:restat:v:81:y:1999:i:4:p:720-727)
• Identifying The Role Of Cognitive Ability In Explaining The Level Of And Change In The Return To Schooling
  The Review of Economics and Statistics, MIT Press (2001)
  by James Heckman & Edward Vytlacil
  (ReDIF-article, tpr:restat:v:83:y:2001:i:1:p:1-12)
• Simple Estimators for Treatment Parameters in a Latent-Variable Framework
  The Review of Economics and Statistics, MIT Press (2003)
  by James Heckman & Justin L. Tobias & Edward Vytlacil
  (ReDIF-article, tpr:restat:v:85:y:2003:i:3:p:748-755)
• Understanding Instrumental Variables in Models with Essential Heterogeneity
  The Review of Economics and Statistics, MIT Press (2006)
  by James J. Heckman & Sergio Urzua & Edward Vytlacil
  (ReDIF-article, tpr:restat:v:88:y:2006:i:3:p:389-432)
• Ordered Discrete-Choice Selection Models and Local Average Treatment Effect Assumptions: Equivalence, Nonequivalence, and Representation Results
  The Review of Economics and Statistics, MIT Press (2006)
  by Edward Vytlacil
  (ReDIF-article, tpr:restat:v:88:y:2006:i:3:p:578-581)
• Liar's Loan? Effects of Origination Channel and Information Falsification on Mortgage Delinquency
  The Review of Economics and Statistics, MIT Press (2014)
  by Wei Jiang & Ashlyn Aiko Nelson & Edward Vytlacil
  (ReDIF-article, tpr:restat:v:96:y:2014:i:1:p:1-18)
• Instrumental Variables In Models With Multiple Outcomes: The General Unordered Case
  Working Papers, Geary Institute, University College Dublin (2008)
  by James J. Heckman & Sergio Urzua & Edward Vytlacil
  (ReDIF-paper, ucd:wpaper:200830)
• Identification of Treatment Effects Using Control Functions in Models with Continuous, Endogenous Treatment and Heterogeneous Effects
  Working Papers, Geary Institute, University College Dublin (2008)
  by J.P. Florensy & J. J. Heckmanz & C. Meghirx & E. Vytlacil
  (ReDIF-paper, ucd:wpaper:200832)
• Understanding Instrumental Variables in Models with Essential Heterogeneity
  Working Papers, Geary Institute, University College Dublin (2009)
  by James J. Heckman & Sergio Urzua & Edward Vytlacil
  (ReDIF-paper, ucd:wpaper:200941)
• Instrumental Variables Methods for the Correlated Random Coefficient Model: Estimating the Average Rate of Return to Schooling When the Return is Correlated with Schooling
  Journal of Human Resources, University of Wisconsin Press (1998)
  by James Heckman & Edward Vytlacil
  (ReDIF-article, uwp:jhriss:v:33:y:1998:i:4:p:974-987)