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Iván Fernández-Val

Boston University (from arXiv:2604.03663, 2026) · OpenAlex

56 papers in scope · 36 published · 36 on the econ.EM arXiv · 3,761 citations · h-index 23 (over the papers listed here)

Related authors

The 20 authors closest to this one in our weighted citation graph, most related first.

  1. Victor Chernozhukov
  2. Martin Weidner
  3. Francis Vella
  4. Amrei Stammann
  5. Blaise Melly
  6. Aico van Vuuren
  7. Jonas Meier
  8. Tatsushi Oka
  9. Daniel Czarnowske
  10. Mingli Chen
  11. Christian Hansen
  12. Whitney K. Newey
  13. Dominik Wied
  14. Alexandre Belloni
  15. Kaspar Wüthrich
  16. Zizhong Yan
  17. Sami Stouli
  18. Yuan Liao
  19. Undral Byambadalai
  20. Pedro H. C. Sant’Anna

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

(49 of 56)

Robust Priors in Nonlinear Panel Models with Individual and Time Effects
working paper2026 · arXiv
with Zizhong Yan, Zhengyu Zhang, Mingli Chen, Jingrong Li, Ivan Fernandez-Val
Paper profile arXiv arXiv:2604.03663
Distribution Regression with Sample Selection and UK Wage Decomposition
published2025 · Journal of Political Economy · 9 citations · first circulated 2018
with Victor Chernozhukov, Siyi Luo
Paper profile Journal of Political Economy arXiv:1811.11603
Bivariate Distribution Regression; Theory, Estimation and an Application to Intergenerational Mobility
working paper2025 · arXiv
with Victor Chernozhukov, Jonas Meier, Aico van Vuuren, Francis Vella
Paper profile arXiv arXiv:2508.12716
Distribution Regression with Censored Selection
working paper2025 · arXiv
with Seoyun Hong
Paper profile arXiv arXiv:2505.10814
Philip G. Wright, directed acyclic graphs, and instrumental variables
published2025 · Econometrics Journal · 1 citations
with Jaap H. Abbring, Victor Chernozhukov
Paper profile Econometrics Journal arXiv:2501.16395
Comment on "Sequential validation of treatment heterogeneity" and "Comment on generic machine learning inference on heterogeneous treatment effects in randomized experiments"
working paper2025 · arXiv
with Victor Chernozhukov, Mert Demirer, Esther Duflo
Paper profile arXiv arXiv:2502.01548
Reply to: Comments on “Fisher–Schultz Lecture: Generic Machine Learning Inference on Heterogeneous Treatment Effects in Randomized Experiments, With an Application to Immunization in India”
published2025 · Econometrica · 178 citations · first circulated 2017
with Victor Chernozhukov, Mert Demirer, Esther Duflo
Paper profile Econometrica arXiv:1712.04802
A simple distributional difference-in-differences estimator for univariate and bivariate outcomes
working paper2024 · arXiv
with Jonas Meier, Aico van Vuuren, Francis Vella, Ivan Fernandez-Val
Paper profile arXiv arXiv:2409.02311
Conditional Rank-Rank Regression
working paper2024 · arXiv · 3 citations
with Victor Chernozhukov, Jonas Meier, Aico van Vuuren, Francis Vella
Paper profile arXiv arXiv:2407.06387
Hours worked and the US distribution of real annual earnings 1976–2019
published2024 · Journal of Applied Econometrics · 2 citations · first circulated 2020
with Aico van Vuuren, Francis Vella, Franco Peracchi
Paper profile Journal of Applied Econometrics arXiv:2002.11211
Estimating Causal Effects of Discrete and Continuous Treatments with Binary Instruments
working paper2024 · arXiv · 2 citations
with Victor Chernozhukov, Sukjin Han, Kaspar Wüthrich
Paper profile arXiv arXiv:2403.05850
Arellano-Bond LASSO Estimator for Dynamic Linear Panel Models
working paper2024 · arXiv · 7 citations
with Victor Chernozhukov, Chen Huang, Ning Wang
Paper profile arXiv arXiv:2402.00584
Distribution Regression Difference-in-Differences
working paper2024 · arXiv
with Jonas Meier, Aico van Vuuren, Francis Vella
Paper profile arXiv arXiv:2409.02311
Marital Sorting, Household Inequality and Selection
working paper2023 · arXiv
with Aico van Vuuren, Francis Vella
Paper profile arXiv arXiv:2310.07839
Selection and the distribution of female real hourly wages in the United States
published2023 · Quantitative Economics · 8 citations
with Aico van Vuuren, Francis Vella, Franco Peracchi
Quantitative Economics
Dynamic Heterogeneous Distribution Regression Panel Models, with an Application to Labor Income Processes
working paper2022 · arXiv · 4 citations
with Wayne Yuan Gao, Yuan Liao, Francis Vella
Paper profile arXiv arXiv:2202.04154
Nonseparable sample selection models with censored selection rules
published2021 · Journal of Econometrics · 5 citations · first circulated 2018
with Aico van Vuuren, Francis Vella
Paper profile Journal of Econometrics arXiv:1801.08961
Low-rank approximations of nonseparable panel models
published2021 · Econometrics Journal · 11 citations · first circulated 2020
with Hugo Freeman, Martin Weidner, M Weidner
Paper profile Econometrics Journal arXiv:2010.12439
Shape-Enforcing Operators for Generic Point and Interval Estimators of Functions
published2021 · Journal of Machine Learning Research · 3 citations
with Xi Chen, Victor Chernozhukov, Scott Kostyshak, Ye Luo
no link
Network and panel quantile effects via distribution regression
published2020 · Journal of Econometrics · 12 citations · first circulated 2018
with Victor Chernozhukov, Martin Weidner
Paper profile Journal of Econometrics arXiv:1803.08154
Fast algorithms for the quantile regression process
published2020 · Empirical Economics · 39 citations · first circulated 2019
with Victor Chernozhukov, Blaise Melly
Paper profile Empirical Economics arXiv:1909.05782
Nonlinear factor models for network and panel data
published2020 · Journal of Econometrics · 82 citations · first circulated 2014
with Mingli Chen, Martin Weidner
Paper profile Journal of Econometrics arXiv:1412.5647
Semiparametric estimation of structural functions in nonseparable triangular models
published2020 · Quantitative Economics · 9 citations · first circulated 2018
with Victor Chernozhukov, Whitney K. Newey, Sami Stouli, Francis Vella
Paper profile Quantitative Economics arXiv:1711.02184
SortedEffects: Sorted Causal Effects in R
published2020 · The R Journal · 1 citations
with Shuowen Chen, Victor Chernozhukov, Ye Luo
Paper profile The R Journal arXiv:1909.00836
Shape-enforcing operators for point and interval estimators
working paper2019 · arXiv · 5 citations · first circulated 2018
with Xi Chen, Victor Chernozhukov, Scott Kostyshak, Ye Luo
Paper profile arXiv arXiv:1809.01038
Censored quantile instrumental-variable estimation with Stata
published2019 · The Stata Journal Promoting communications on statistics and Stata · 13 citations · first circulated 2018
with Victor Chernozhukov, Sukjin Han, Amanda Kowalski
Paper profile The Stata Journal Promoting communications on statistics and Stata arXiv:1801.05305
Conditional quantile processes based on series or many regressors
published2019 · Journal of Econometrics · 85 citations · first circulated 2011
with Alexandre Belloni, Victor Chernozhukov, Denis Chetverikov
Paper profile Journal of Econometrics arXiv:1105.6154
Generic Inference on Quantile and Quantile Effect Functions for Discrete Outcomes
published2019 · Journal of the American Statistical Association · 35 citations · first circulated 2016
with Victor Chernozhukov, Blaise Melly, Kaspar Wüthrich
Paper profile Journal of the American Statistical Association arXiv:1608.05142
Mastering Panel Metrics: Causal Impact of Democracy on Growth
published2019 · AEA Papers and Proceedings · 21 citations
with Shuowen Chen, Victor Chernozhukov
Paper profile AEA Papers and Proceedings arXiv:1901.03821
Selection and the Distribution of Female Hourly Wages in the U.S
working paper2018 · arXiv · 1 citations
with Franco Peracchi, Aico van Vuuren, Francis Vella
Paper profile arXiv arXiv:1901.00419
Nonseparable multinomial choice models in cross-section and panel data
published2018 · Journal of Econometrics · 10 citations · first circulated 2017
with Victor Chernozhukov, Whitney K. Newey
Paper profile Journal of Econometrics arXiv:1706.08418
Fixed Effects Estimation of Large-T Panel Data Models
published2018 · Annual Review of Economics · 89 citations · first circulated 2017
with Martin Weidner
Paper profile Annual Review of Economics arXiv:1709.08980
The Sorted Effects Method: Discovering Heterogeneous Effects Beyond Their Averages
published2018 · Econometrica · 81 citations · first circulated 2015
with Victor Chernozhukov, Ye Luo
Paper profile Econometrica arXiv:1512.05635
Bias Corrections for Probit and Logit Models with Two-way Fixed Effects
published2017 · The Stata Journal Promoting communications on statistics and Stata · 78 citations · first circulated 2016
with Mario Cruz-Gonzalez, Martin Weidner
Paper profile The Stata Journal Promoting communications on statistics and Stata arXiv:1610.07714
Program Evaluation and Causal Inference With High-Dimensional Data
published2017 · Econometrica · 304 citations · first circulated 2013
with Alexandre Belloni, Victor Chernozhukov, I. Fern�ndez-Val, Christian Hansen
Paper profile Econometrica arXiv:1311.2645
Counterfactual: An R Package for Counterfactual Analysis
published2017 · The R Journal · 2 citations
with Mingli Chen, Victor Chernozhukov, Blaise Melly
Paper profile The R Journal arXiv:1610.07894
Extremal Quantile Regression: An Overview
working paper2016 · arXiv · 16 citations
with Victor Chernozhukov, Tetsuya Kaji
Paper profile arXiv arXiv:1612.06850
Individual and time effects in nonlinear panel models with large N , T
published2016 · Journal of Econometrics · 312 citations · first circulated 2011
with Martin Weidner
Paper profile Journal of Econometrics arXiv:1311.7065
quantreg.nonpar: An R Package for Performing Nonparametric Series Quantile Regression
published2016 · The R Journal · 5 citations
with Michael Lipsitz, Alexandre Belloni, Victor Chernozhukov
Paper profile The R Journal arXiv:1610.08329
Parametric Modeling of Quantile Regression Coefficient Functions with Censored and Truncated Data
published2015 · Biometrics · 61 citations
with Paolo Frumento, Matteo Bottai, Nicola Salvati
Paper profile Biometrics arXiv:2006.00160
Nonparametric identification in panels using quantiles
published2015 · Journal of Econometrics · 49 citations · first circulated 2013
with Victor Chernozhukov, Stefan Hoderlein, Hajo Holzmann, Whitney K. Newey
Paper profile Journal of Econometrics arXiv:1312.4094
Panel data models with nonadditive unobserved heterogeneity: Estimation and inference
published2013 · Quantitative Economics · 53 citations · first circulated 2012
with Joonhwah Lee, Joonhwan Lee
Paper profile Quantitative Economics arXiv:1206.2966
Average and Quantile Effects in Nonseparable Panel Models
working paper2013 · arXiv · 235 citations · first circulated 2009
with Jinyong Hahn, Victor Chernozhukov, Whitney K. Newey
Paper profile arXiv arXiv:0904.1990
The Consequences of Teenage Childbearing: Consistent Estimates When Abortion Makes Miscarriage Non‐random
published2012 · The Economic Journal · 150 citations
with Adam B. Ashcraft, Kevin Lang
The Economic Journal
Quantile Regression with Censoring and Endogeneity
published2011 · Journal of Econometrics · 32 citations
with Victor Chernozhukov, Amanda Kowalski
Paper profile Journal of Econometrics arXiv:1104.4580
Inference for Extremal Conditional Quantile Models, with an Application to Market and Birthweight Risks
working paper2011 · arXiv · 3 citations
with Victor Chernozhukov
Paper profile arXiv arXiv:0912.5013
Improving point and interval estimators of monotone functions by rearrangement
published2009 · Biometrika · 210 citations
with Victor Chernozhukov, Alfred Galichon
Biometrika
Inference on Counterfactual Distributions
working paper2009 · arXiv · 286 citations
with Victor Chernozhukov, Blaise Melly
Paper profile arXiv arXiv:0904.0951
Fixed effects estimation of structural parameters and marginal effects in panel probit models
published2009 · Journal of Econometrics · 267 citations · first circulated 2007
Journal of Econometrics
Rearranging Edgeworth–Cornish–Fisher expansions
published2009 · Economic Theory · 35 citations · first circulated 2007
with Victor Chernozhukov, Alfred Galichon
Paper profile Economic Theory arXiv:0708.1627
Improving Point and Interval Estimates of Monotone Functions by Rearrangement
working paper2008 · arXiv · 21 citations
with Victor Chernozhukov, Alfred Galichon
Paper profile arXiv arXiv:0806.4730
Quantile and Probability Curves Without Crossing
working paper2007 · arXiv · 338 citations
with Victor Chernozhukov, Alfred Galichon
Paper profile arXiv arXiv:0704.3649
Improving Estimates of Monotone Functions by Rearrangement
working paper2007 · arXiv · 8 citations
with Victor Chernozhukov, Alfred Galichon
Paper profile arXiv arXiv:0704.3686
Bias Corrections for Two-Step Fixed Effects Panel Data Estimators
published2007 · Journal of Econometrics · 11 citations
with Francis Vella
Journal of Econometrics
Quantile Regression under Misspecification, with an Application to the U.S. Wage Structure
published2006 · Econometrica · 356 citations · first circulated 2004
with Joshua D. Angrist, Victor Chernozhukov
Econometrica
Extremal quantile regression
published2005 · The Annals of Statistics · 213 citations
with Victor Chernozhukov, Tetsuya Kaji
Paper profile The Annals of Statistics arXiv:math/0505639

Assembled from arXiv and OpenAlex. Duplicate records for the same paper are merged, and the published version is shown where we could identify one. Corrections welcome.