Edward Vytlacil

Yale University - Department of Economics

28 Hillhouse Ave

New Haven, CT 06520-8281

United States

National Bureau of Economic Research (NBER)

1050 Massachusetts Avenue

Cambridge, MA 02138

United States

SCHOLARLY PAPERS

22

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2,433

CITATIONS
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Top 3,891

in Total Papers Citations

137

Scholarly Papers (22)

1.

Liar’s Loan? Effects of Origination Channel and Information Falsification on Mortgage Delinquency

Indiana University-Bloomington: School of Public & Environmental Affairs Research Paper No. 2009-06-02
Number of pages: 54 Posted: 18 Jun 2009 Last Revised: 25 Oct 2011
Wei Jiang, Ashlyn Aiko Nelson and Edward Vytlacil
Columbia Business School - Finance and Economics, Indiana University Bloomington - School of Public & Environmental Affairs (SPEA) and Yale University - Department of Economics
Downloads 584 (44,883)
Citation 86

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Liar's loan, mortgage delinquency, information falsification

Securitization and Loan Performance: A Contrast of Ex Ante and Ex Post Relations in the Mortgage Market

Number of pages: 57 Posted: 17 Mar 2010 Last Revised: 25 Jul 2011
Wei Jiang, Ashlyn Aiko Nelson and Edward Vytlacil
Columbia Business School - Finance and Economics, Indiana University Bloomington - School of Public & Environmental Affairs (SPEA) and Yale University - Department of Economics
Downloads 322 (91,515)
Citation 29

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securitization, loan performance, mortage market

Securitization and Loan Performance: A Contrast of Ex Ante and Ex Post Relations in the Mortgage Market

Indiana University-Bloomington School of Public & Environmental Affairs Research Paper No. 2011-03-05, AFA 2012 Chicago Meetings Paper, Columbia Business School Research Paper No. 12-1
Number of pages: 49 Posted: 21 Mar 2011 Last Revised: 07 Feb 2012
Wei Jiang, Ashlyn Aiko Nelson and Edward Vytlacil
Columbia Business School - Finance and Economics, Indiana University Bloomington - School of Public & Environmental Affairs (SPEA) and Yale University - Department of Economics
Downloads 169 (174,679)
Citation 5

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securitization, loan performance, mortage market

Understanding Instrumental Variables in Models with Essential Heterogeneity

IZA Discussion Paper No. 2320
Number of pages: 111 Posted: 15 Oct 2006
James J. Heckman, Edward Vytlacil and Sergio Urzua
University of Chicago - Department of Economics, Yale University - Department of Economics and Northwestern University
Downloads 206 (145,514)
Citation 210

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unobserved heterogeneity, instrumental variables, treatment parameters, policy evaluation

Understanding Instrumental Variables in Models with Essential Heterogeneity

NBER Working Paper No. w12574
Number of pages: 110 Posted: 08 Oct 2006 Last Revised: 13 Feb 2007
James J. Heckman, Sergio Urzua and Edward Vytlacil
University of Chicago - Department of Economics, Northwestern University and Yale University - Department of Economics
Downloads 31 (468,297)

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4.

Local Instrumental Variables

NBER Working Paper No. t0252
Number of pages: 73 Posted: 17 May 2000 Last Revised: 11 Sep 2010
James J. Heckman and Edward Vytlacil
University of Chicago - Department of Economics and Yale University - Department of Economics
Downloads 110 (245,104)
Citation 30

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5.
Downloads 104 (254,939)
Citation 33

Estimating Marginal Returns to Education

NBER Working Paper No. w16474
Number of pages: 34 Posted: 19 Oct 2010 Last Revised: 20 Oct 2010
University College London - Department of Economics, University of Chicago - Department of Economics and Yale University - Department of Economics
Downloads 53 (379,526)

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Estimating Marginal Returns to Education

IZA Discussion Paper No. 5275
Number of pages: 34 Posted: 25 Oct 2010
University College London - Department of Economics, University of Chicago - Department of Economics and Yale University - Department of Economics
Downloads 51 (386,373)
Citation 99

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returns to schooling, marginal return, average return, marginal treatment effect

6.

Instrumental Variables in Models with Multiple Outcomes: The General Unordered Case

IZA Discussion Paper No. 3565
Number of pages: 39 Posted: 07 Jul 2008
James J. Heckman, Sergio Urzua and Edward Vytlacil
University of Chicago - Department of Economics, Northwestern University and Yale University - Department of Economics
Downloads 98 (265,337)
Citation 14

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treatment effects, multinomial, nonparametric

Structural Equations, Treatment Effects and Econometric Policy Evaluation

NBER Working Paper No. t0306
Number of pages: 83 Posted: 24 May 2005
James J. Heckman and Edward Vytlacil
University of Chicago - Department of Economics and Yale University - Department of Economics
Downloads 44 (411,857)

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Structural Equations, Treatment Effects and Econometric Policy Evaluation

NBER Working Paper No. t0306
Number of pages: 83 Posted: 24 May 2005
James J. Heckman and Edward Vytlacil
University of Chicago - Department of Economics and Yale University - Department of Economics
Downloads 33 (458,406)

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Structural Equations, Treatment Effects and Econometric Policy Evaluation

NBER Working Paper No. w11259
Number of pages: 83 Posted: 07 Oct 2012
James J. Heckman and Edward Vytlacil
University of Chicago - Department of Economics and Yale University - Department of Economics
Downloads 19 (539,002)
Citation 254

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Evaluating Marginal Policy Changes and the Average Effect of Treatment for Individuals at the Margin

IZA Discussion Paper No. 4324
Number of pages: 23 Posted: 04 Aug 2009
University College London - Department of Economics, University of Chicago - Department of Economics and Yale University - Department of Economics
Downloads 70 (328,863)
Citation 28

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marginal treatment effect, effects of marginal policy changes, marginal policy relevant treatment effect, average marginal treatment effect

Evaluating Marginal Policy Changes and the Average Effect of Treatment for Individuals at the Margin

NBER Working Paper No. w15211
Number of pages: 22 Posted: 11 Aug 2009 Last Revised: 26 Jul 2010
University College London - Department of Economics, University of Chicago - Department of Economics and Yale University - Department of Economics
Downloads 12 (584,762)

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9.

Understanding the Role of Cognitive Ability in Accounting for the Recent Rise in the Economic Return to Education

NBER Working Paper No. w6388
Number of pages: 43 Posted: 25 Jul 2000
John Cawley, James J. Heckman and Edward Vytlacil
Cornell University - College of Human Ecology, Department of Policy Analysis & Management (PAM), University of Chicago - Department of Economics and Yale University - Department of Economics
Downloads 81 (299,056)
Citation 6

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10.

Cognitive Ability, Wages, and Meritocracy

NBER Working Paper No. w5645
Number of pages: 48 Posted: 24 Sep 1996 Last Revised: 14 May 2000
Cornell University - College of Human Ecology, Department of Policy Analysis & Management (PAM), Princeton University - Department of Economics, University of Chicago - Department of Economics and Yale University - Department of Economics
Downloads 77 (308,131)
Citation 23

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11.

The Generalized Roy Model and the Cost-Benefit Analysis of Social Programs

ZEW - Centre for European Economic Research Discussion Paper No. 14-082
Number of pages: 50 Posted: 04 Nov 2014
Philipp Eisenhauer, James J. Heckman and Edward Vytlacil
ZEW – Leibniz Centre for European Economic Research, University of Chicago - Department of Economics and Yale University - Department of Economics
Downloads 70 (325,129)
Citation 22

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Cost-Benefit Analysis, Treatment Effects, Returns and Costs to Education

12.

Simple Estimators for Treatment Parameters in a Latent Variable Framework with an Application to Estimating the Returns to Schooling

NBER Working Paper No. w7950
Number of pages: 36 Posted: 12 Oct 2000 Last Revised: 19 Oct 2010
James J. Heckman, Justin L. Tobias and Edward Vytlacil
University of Chicago - Department of Economics, University of California, Irvine - Department of Economics and Yale University - Department of Economics
Downloads 60 (352,145)
Citation 16

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13.

Identification of Treatment Effects Using Control Functions in Models with Continuous, Endogenous Treatment and Heterogeneous Effects

NBER Working Paper No. w14002
Number of pages: 20 Posted: 16 May 2008 Last Revised: 22 May 2008
University of Toulouse, University of Chicago - Department of Economics, Yale University and Yale University - Department of Economics
Downloads 56 (364,135)
Citation 46

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14.

Treatment Effects for Discrete Outcomes When Responses to Treatment Vary Among Observationally Identical Persons: An Application to Norwegian ..

NBER Working Paper No. t0262
Number of pages: 65 Posted: 29 Sep 2000 Last Revised: 21 Sep 2010
Arild Aakvik, James J. Heckman and Edward Vytlacil
University of Bergen - Department of Economics, University of Chicago - Department of Economics and Yale University - Department of Economics
Downloads 48 (390,105)
Citation 36

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Meritocracy in America: An Examination of Wages within and Across Occupations

NBER Working Paper No. w6446
Number of pages: 48 Posted: 24 Jul 2000 Last Revised: 08 Oct 2010
John Cawley, James J. Heckman and Edward Vytlacil
Cornell University - College of Human Ecology, Department of Policy Analysis & Management (PAM), University of Chicago - Department of Economics and Yale University - Department of Economics
Downloads 46 (404,295)

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Meritocracy in America: Wages within and Across Occupations

Industrial Relations: A Journal of Economy and Society, Vol. 38, No. 3, July 1999
Posted: 25 Jan 2000
John Cawley, James J. Heckman and Edward Vytlacil
Cornell University - College of Human Ecology, Department of Policy Analysis & Management (PAM), University of Chicago - Department of Economics and Yale University - Department of Economics

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16.

Instrumental Variables, Selection Models, and Tight Bounds on the Average Treatment Effect

NBER Working Paper No. t0259
Number of pages: 22 Posted: 25 Aug 2000 Last Revised: 18 Sep 2010
James J. Heckman and Edward Vytlacil
University of Chicago - Department of Economics and Yale University - Department of Economics
Downloads 42 (411,427)
Citation 6

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17.

Identifying the Role of Cognitive Ability in Explaining the Level of and Change in the Return to Schooling

NBER Working Paper No. w7820
Number of pages: 45 Posted: 03 Aug 2000 Last Revised: 02 Apr 2001
James J. Heckman and Edward Vytlacil
University of Chicago - Department of Economics and Yale University - Department of Economics
Downloads 40 (418,882)
Citation 62

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18.

Treatment Effect Bounds: An Application to Swan-Ganz Catheterization

NBER Working Paper No. w11263
Number of pages: 50 Posted: 25 May 2005 Last Revised: 22 Jun 2009
Jay Bhattacharya, Azeem Shaikh and Edward Vytlacil
Stanford University - Center for Primary Care and Outcomes Research, Stanford University - Department of Economics and Yale University - Department of Economics
Downloads 35 (439,118)
Citation 15

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19.

Threshold Crossing Models and Bounds on Treatment Effects: A Nonparametric Analysis

NBER Working Paper No. t0307
Number of pages: 59 Posted: 09 Jun 2005
Azeem Shaikh and Edward Vytlacil
Stanford University - Department of Economics and Yale University - Department of Economics
Downloads 31 (456,546)
Citation 3

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20.

A Note on Additive Separability and Latent Index Models of Binary Choice: Representation Results

Oxford Bulletin of Economics and Statistics, Vol. 68, No. 4, pp. 515-518, August 2006
Number of pages: 4 Posted: 27 Jul 2006
Edward Vytlacil
Yale University - Department of Economics
Downloads 23 (497,723)
Citation 10
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21.

Instrumental Variables and the Sign of the Average Treatment Effect

University of Chicago, Becker Friedman Institute for Economics Working Paper No. 2019-18
Number of pages: 57 Posted: 14 Feb 2019
Cecilia Machado, Azeem Shaikh and Edward Vytlacil
Getulio Vargas Foundation (FGV), University of Chicago and Yale University - Department of Economics
Downloads 22 (503,380)
Citation 5

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Average Treatment Effect, Endogeneity, Instrumental Variables, Union of Moment In-equalities, Bootstrap, Uniform Validity, Multiple Testing, Familywise Error Rate, Gatekeeping

22.

Independence, Monotonicity, and Latent Index Models: An Equivalence Result

Econometrica, Vol. 70, pp. 331-341, 2002
Posted: 17 Jul 2002
Edward Vytlacil
Yale University - Department of Economics

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selection model, latent index model, instrumental variables, social program evaluation, local average treatment effect