Iván Fernández‐Val

Boston University - Department of Economics

Assistant Professor

270 Bay State Road

Boston, MA 02215

United States

http://people.mit.edu/ivanf

SCHOLARLY PAPERS

19

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146

CROSSREF CITATIONS

221

Scholarly Papers (19)

Quantile Regression Under Misspecification, with an Application to the U.S. Wage Structure

Number of pages: 55 Posted: 20 May 2004
Joshua D. Angrist, Victor Chernozhukov and Iván Fernández‐Val
Massachusetts Institute of Technology (MIT) - Department of Economics, Massachusetts Institute of Technology (MIT) - Department of Economics and Boston University - Department of Economics
Downloads 470 (89,422)

Abstract:

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residual inequality, income distribution, conditional quantiles

Quantile Regression Under Misspecification, with an Application to the U.S. Wage Structure

NBER Working Paper No. w10428
Number of pages: 54 Posted: 26 Apr 2004 Last Revised: 01 Jul 2022
Joshua D. Angrist, Victor Chernozhukov and Iván Fernández‐Val
Massachusetts Institute of Technology (MIT) - Department of Economics, Massachusetts Institute of Technology (MIT) - Department of Economics and Boston University - Department of Economics
Downloads 45 (584,041)
Citation 17

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2.

Inference on Counterfactual Distributions

MIT Department of Economics Working Paper No. 08-16
Number of pages: 70 Posted: 26 Aug 2008 Last Revised: 08 Apr 2009
Victor Chernozhukov, Iván Fernández‐Val and Blaise Melly
Massachusetts Institute of Technology (MIT) - Department of Economics, Boston University - Department of Economics and Brown University - Department of Economics
Downloads 467 (90,956)
Citation 53

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Policy effects, counterfactual distribution, quantile regression, duration regression, distribution regression

3.

Bias Corrections for Two-Step Fixed Effects Panel Data Estimators

IZA Discussion Paper No. 2690
Number of pages: 53 Posted: 18 Apr 2007
Iván Fernández‐Val and Francis Vella
Boston University - Department of Economics and Georgetown University
Downloads 257 (174,253)
Citation 1

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panel data, two-step estimation, endogenous regressors, fixed effects, bias, union premium

4.

Rearranging Edgeworth-Cornish-Fisher Expansions

Economic Theory, Vol. 42, No. 2, pp. 419-435, 2010, MIT Department of Economics Working Paper No. 07-20
Number of pages: 23 Posted: 15 Aug 2007 Last Revised: 09 Apr 2011
Victor Chernozhukov, Iván Fernández‐Val and Alfred Galichon
Massachusetts Institute of Technology (MIT) - Department of Economics, Boston University - Department of Economics and NYU, Department of Economics and Courant Institute
Downloads 249 (179,572)
Citation 1

Abstract:

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Edgeworth expansion, Cornish-Fisher expansion, rearrangement

5.

Bias Correction in Panel Data Models with Individual Specific Parameters

Number of pages: 100 Posted: 12 Dec 2005
Iván Fernández‐Val
Boston University - Department of Economics
Downloads 197 (223,758)
Citation 6

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Correlated Random Coefficients Model, Panel Data, Instrumental Variables, GMM, Fixed Effects, Bias, Union Premium

6.

Quantile and Probability Curves without Crossing

Econometrica, Vol. 78, No. 3, pp. 1093-1125, May 2010, MIT Department of Economics, Research Paper No. 07-15
Number of pages: 37 Posted: 30 Apr 2007 Last Revised: 09 Apr 2011
Victor Chernozhukov, Iván Fernández‐Val and Alfred Galichon
Massachusetts Institute of Technology (MIT) - Department of Economics, Boston University - Department of Economics and NYU, Department of Economics and Courant Institute
Downloads 194 (226,850)
Citation 10

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Quantile regression, Monotonicity, Rearrangement, Approximation, Functional Delta Method, Hadamard Differentiability of Rearrangement Operators

7.

Estimation of Structural Parameters and Marginal Effects in Binary Choice Panel Data Models with Fixed Effects

Number of pages: 54 Posted: 12 Dec 2005
Iván Fernández‐Val
Boston University - Department of Economics
Downloads 187 (234,173)
Citation 18

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Panel data, Bias, Discrete Choice Models, Probit, Fixed effects, Labor Force Participation

8.

Improving Point and Interval Estimates of Monotone Functions by Rearrangement

MIT Department of Economics Working Paper No. 08-13
Number of pages: 31 Posted: 16 Jul 2008
Victor Chernozhukov, Iván Fernández‐Val and Alfred Galichon
Massachusetts Institute of Technology (MIT) - Department of Economics, Boston University - Department of Economics and NYU, Department of Economics and Courant Institute
Downloads 145 (289,702)
Citation 9

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Monotone function, improved estimation, improved inference, multivariate rearrangement, univariate rearrangement, Lorentz inequalities, growth chart, quantile regression, mean regression, series, locally linear, kernel methods

9.

Conditional Quantile Processes Based on Series or Many Regressors

MIT Department of Economics Working Paper No. 11-15
Number of pages: 71 Posted: 11 Aug 2011
Alexandre Belloni, Victor Chernozhukov and Iván Fernández‐Val
Massachusetts Institute of Technology (MIT) - Operations Research Center, Massachusetts Institute of Technology (MIT) - Department of Economics and Boston University - Department of Economics
Downloads 98 (383,465)
Citation 13

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quantile regression series processes, uniform inference

10.
Downloads 85 (419,007)
Citation 34

Quantile Regression with Censoring and Endogeneity

Cowles Foundation Discussion Paper No. 1797
Number of pages: 51 Posted: 26 Apr 2011
Victor Chernozhukov, Iván Fernández‐Val and Amanda Kowalski
Massachusetts Institute of Technology (MIT) - Department of Economics, Boston University - Department of Economics and University of Michigan at Ann Arbor - Department of Economics
Downloads 49 (563,446)
Citation 6

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Censored, Quantile, Instrumental variable, Censoring, Endogeneity, Engel curve, Alcohol

Quantile Regression with Censoring and Endogeneity

NBER Working Paper No. w16997
Number of pages: 51 Posted: 02 May 2011 Last Revised: 12 Jun 2022
Victor Chernozhukov, Iván Fernández‐Val and Amanda Kowalski
Massachusetts Institute of Technology (MIT) - Department of Economics, Boston University - Department of Economics and University of Michigan at Ann Arbor - Department of Economics
Downloads 36 (636,583)
Citation 1

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11.

Inference for Extremal Conditional Quantile Models, with an Application to Market and Birthweight Risks

MIT Department of Economics Working Paper No. 11-18
Number of pages: 42 Posted: 16 Aug 2011
Victor Chernozhukov and Iván Fernández‐Val
Massachusetts Institute of Technology (MIT) - Department of Economics and Boston University - Department of Economics
Downloads 79 (437,212)
Citation 11

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Quantile Regression, Feasible Inference, Extreme Value Theory

12.

Generic Machine Learning Inference on Heterogeneous Treatment Effects in Randomized Experiments, with an Application to Immunization in India

NBER Working Paper No. w24678
Number of pages: 54 Posted: 13 Jun 2018 Last Revised: 06 Jun 2022
Victor Chernozhukov, Mert Demirer, Esther Duflo and Iván Fernández‐Val
Massachusetts Institute of Technology (MIT) - Department of Economics, Massachusetts Institute of Technology (MIT), Massachusetts Institute of Technology (MIT) - Department of Economics and Boston University - Department of Economics
Downloads 74 (453,488)
Citation 8

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13.

Nonseparable Sample Selection Models with Censored Selection Rules: An Application to Wage Decompositions

IZA Discussion Paper No. 11294
Number of pages: 49 Posted: 06 Feb 2018
Iván Fernández‐Val, Aico van Vuuren and Francis Vella
Boston University - Department of Economics, VU University Amsterdam - Department of Economics and Georgetown University
Downloads 48 (557,868)
Citation 1

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sample selection, nonseparable models, control function, quantile and distribution regression

14.

Extrapolate-Ing: External Validity and Overidentification in the Late Framework

NBER Working Paper No. w16566
Number of pages: 30 Posted: 06 Dec 2010 Last Revised: 08 Oct 2022
Joshua D. Angrist and Iván Fernández‐Val
Massachusetts Institute of Technology (MIT) - Department of Economics and Boston University - Department of Economics
Downloads 41 (593,571)
Citation 5

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15.

Evaluating the Role of Individual Specific Heterogeneity in the Relationship between Subjective Health Assessments and Income

IZA Discussion Paper No. 7651
Number of pages: 45 Posted: 19 Oct 2013
Boston University - Department of Economics, World BankGeorgetown University and Georgetown University
Downloads 35 (627,582)

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subjective health assessments, non linear panel data models, fixed effects

16.

Censored Quantile Instrumental Variable Estimation with Stata

NBER Working Paper No. w24232
Number of pages: 12 Posted: 22 Jan 2018 Last Revised: 18 Sep 2022
Victor Chernozhukov, Iván Fernández‐Val, Sukjin Han and Amanda Kowalski
Massachusetts Institute of Technology (MIT) - Department of Economics, Boston University - Department of Economics, University of Texas at Austin - Department of Economics and University of Michigan at Ann Arbor - Department of Economics
Downloads 20 (735,866)

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17.

Selection and the Distribution of Female Hourly Wages in the U.S

IZA Discussion Paper No. 15028
Number of pages: 54 Posted: 19 May 2022
Iván Fernández‐Val, Aico van Vuuren, Francis Vella and Franco Peracchi
Boston University - Department of Economics, VU University Amsterdam - Department of Economics, Georgetown University and University of Rome Tor Vergata - Department of Economics and Finance
Downloads 17 (762,065)

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wage inequality, wage decompositions, nonseparability, selection bias

18.

Dynamic Heterogeneous Distribution Regression Panel Models, with an Application to Labor Income Processes

IZA Discussion Paper No. 15236
Number of pages: 103 Posted: 19 May 2022
Iván Fernández‐Val, Wayne Gao, Yuan Liao and Francis Vella
Boston University - Department of Economics, University of Pennsylvania, Rutgers, The State University of New Jersey - Rutgers University and Georgetown University
Downloads 14 (789,886)

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distribution regression, individual heterogeneity, panel data, uniform inference, labor income dynamics, incidental parameter problem, poverty traps

19.

Fixed Effects Estimation of Large- Tpanel Data Models

Annual Review of Economics, Vol. 10, pp. 109-138, 2018
Posted: 07 Sep 2018
Iván Fernández‐Val and Martin Weidner
Boston University - Department of Economics and University of Oxford

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