← All authors Joël L. Horowitz Northwestern University (from arXiv:2602.19154, 2026) · OpenAlex
134 papers in scope · 132 published · 5 on the econ.EM arXiv · 14,103 citations · h-index 56 (over the papers listed here)
Related authors The 20 authors closest to this one in our weighted citation graph, most related first.
Yihong Xu Zheng Li Haoyu Wei Huiming Zhang Anna Josephson Jeffrey D. Michler Pengjie Zhou Paul S. Koh Juba Ziani Runzhe Wan Rui Song Lei Shi Yanbo Liu Nan Liu Guang Cheng Yu-Wei Hsieh Yuanyuan Wan Amilcar Velez Max-Sebastian Dovì 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 (7 of 134)
working paper 2026 · arXiv
published 2025 · Journal of Econometrics · 1 citations · first circulated 2023
published 2022 · Journal of Business and Economic Statistics · 4 citations · first circulated 2019
published 2021 · Journal of Applied Econometrics · 14 citations · first circulated 2018
published 2021 · The Review of Economics and Statistics · 3 citations · first circulated 2018
with Richard Blundell, Matthias Parey
Bounding the difference between true and nominal rejection probabilities in tests of hypotheses about instrumental variables models
published 2020 · Journal of Econometrics · 1 citations
Testing exogeneity in nonparametric instrumental variables models identified by conditional quantile restrictions
published 2020 · Econometrics Journal · 4 citations · first circulated 2015
with Jia-Young Michael Fu, Matthias Parey
Using penalized likelihood to select parameters in a random coefficients multinomial logit model
published 2020 · Journal of Econometrics · 11 citations · first circulated 2019
published 2019 · Annual Review of Economics · 120 citations · first circulated 2018
working paper 2018 · arXiv · 3 citations · first circulated 2017
A Bootstrap Method for Constructing Pointwise and Uniform Confidence Bands for Conditional Quantile Functions
published 2018 · Statistica Sinica · 3 citations · first circulated 2017
with Anand Krishnamurthy
Nonparametric estimation and inference under shape restrictions
published 2017 · Journal of Econometrics · 35 citations · first circulated 2015
Bias-Corrected Confidence Intervals in a Class of Linear Inverse Problems
published 2017 · Annals of Economics and Statistics · 1 citations
Nonparametric Estimation of a Nonseparable Demand Function under the Slutsky Inequality Restriction
published 2016 · The Review of Economics and Statistics · 53 citations
with Richard Blundell, Matthias Parey
Identification and shape restrictions in nonparametric instrumental variables estimation
published 2015 · Journal of Econometrics · 57 citations
Variable selection and estimation in high‐dimensional models
published 2015 · Canadian Journal of Economics/Revue canadienne d économique · 14 citations
Adaptive nonparametric instrumental variables estimation: Empirical choice of the regularization parameter
published 2014 · Journal of Econometrics · 49 citations · first circulated 2010
Mathematical Statistics of Partially Identified Objects
published 2014 · Oberwolfach Reports
Ill-Posed Inverse Problems in Economics
published 2014 · Annual Review of Economics · 53 citations · first circulated 2013
A simple bootstrap method for constructing nonparametric confidence bands for functions
published 2013 · The Annals of Statistics · 111 citations
with Peter Hall, Peter S Hall
Penalized estimation of high-dimensional models under a generalized sparsity cindition
published 2012 · Statistica Sinica · 15 citations
with Jian Huang
Measuring the price responsiveness of gasoline demand: Economic shape restrictions and nonparametric demand estimation
published 2012 · Quantitative Economics · 84 citations · first circulated 2011
with Richard Blundell, Matthias Parey
Uniform confidence bands for functions estimated nonparametrically with instrumental variables
published 2011 · Journal of Econometrics · 51 citations
Discussion: Bootstrap methods for dependent data: A review
published 2011 · Journal of the Korean Statistical Society · 3 citations
Specification testing in nonparametric instrumental variable estimation
published 2011 · Journal of Econometrics · 30 citations
ORACLE-EFFICIENT NONPARAMETRIC ESTIMATION OF AN ADDITIVE MODEL WITH AN UNKNOWN LINK FUNCTION
published 2010 · Econometric Theory · 19 citations
with Enno Mammen
Variable selection in nonparametric additive models
published 2010 · The Annals of Statistics · 556 citations
with Jian Huang, Fengrong Wei
Testing a parametric quantile-regression model with an endogenous explanatory variable against a nonparametric alternative
published 2009 · Journal of Econometrics · 16 citations
Goodness-of-fit tests for functional data
published 2009 · Econometrics Journal · 44 citations
Semiparametric and Nonparametric Methods in Econometrics
published 2008 · Oberwolfach Reports · 230 citations
Asymptotic properties of bridge estimators in sparse high-dimensional regression models
published 2008 · The Annals of Statistics · 508 citations
with Jian Huang, Shuangge Ma
Comments on: Nonparametric inference with generalized likelihood ratio tests
published 2007 · Test
ASYMPTOTIC NORMALITY OF A NONPARAMETRIC INSTRUMENTAL VARIABLES ESTIMATOR*
published 2007 · International Economic Review · 41 citations
A Non-Parametric Test of Exogeneity
published 2007 · The Review of Economic Studies · 76 citations
with Richard Blundell
Nonparametric Instrumental Variables Estimation of a Quantile Regression Model
published 2007 · Econometrica · 144 citations
Chimneys in the Desert: Industrialization in Argentina during the Export Boom Years, 1870–1930 . By Fernando Rocchi. Stanford, CA: Stanford University Press, 2005. Pp. xviii, 394. $70.
published 2006 · The Journal of Economic History · 1 citations
Optimal estimation in additive regression models
published 2006 · Bernoulli · 74 citations
with Jussi Klemelä, Enno Mammen
Testing a Parametric Model Against a Nonparametric Alternative with Identification Through Instrumental Variables
published 2006 · Econometrica · 65 citations · first circulated 2004
Nonparametric methods for inference in the presence of instrumental variables
published 2005 · The Annals of Statistics · 400 citations
with Peter Hall
Nonparametric Estimation of an Additive Quantile Regression Model
published 2005 · Journal of the American Statistical Association · 135 citations · first circulated 2004
Bootstrapping the Box–Pierce Q test: A robust test of uncorrelatedness
published 2005 · Journal of Econometrics · 90 citations
with Ignacio N. Lobato, John C. Nankervis, N. E. Savin
Identification and estimation of statistical functionals using incomplete data
published 2005 · Journal of Econometrics · 57 citations
Corruption, Crime, and Punishment: Recent Scholarship on Latin America
published 2005 · Latin American Research Review · 4 citations
Nonparametric estimation of an additive model with a link function
published 2004 · The Annals of Statistics · 149 citations · first circulated 2002
with Enno Mammen
Comments on “Size Matters”
published 2004 · The Journal of Socio-Economics · 9 citations
The Econometric Society Annual Reports Report of the Editors 2002-2003
published 2003 · Econometrica · 2 citations
Computation of Bounds on Population Parameters When the Data Are Incomplete
published 2003 · Reliable Computing · 34 citations
Semiparametric estimation of a panel data proportional hazards model with fixed effects
published 2003 · Journal of Econometrics · 60 citations
Bootstrap Methods for Time Series
published 2003 · International Statistical Review · 288 citations · first circulated 2001
Bootstrap Methods for Markov Processes
published 2003 · Econometrica · 123 citations
The Bootstrap in Econometrics
published 2003 · Statistical Science · 122 citations
Bootstrap critical values for tests based on the smoothed maximum score estimator
published 2002 · Journal of Econometrics · 64 citations · first circulated 1996
An Adaptive, Rate-Optimal Test of Linearity for Median Regression Models
published 2002 · Journal of the American Statistical Association · 74 citations · first circulated 2000
with Vladimir Spokoiny
Semiparametric methods in applied econometrics: do the models fit the data?
published 2002 · Statistical Modelling · 33 citations
Should the DEA's STRIDE Data Be Used for Economic Analyses of Markets for Illegal Drugs?
published 2001 · Journal of the American Statistical Association · 82 citations · first circulated 2000
Binary Response Models: Logits, Probits and Semiparametrics
published 2001 · The Journal of Economic Perspectives · 257 citations
with N. E. Savin
An Adaptive, Rate-Optimal Test of a Parametric Mean-Regression Model Against a Nonparametric Alternative
published 2001 · Econometrica · 382 citations
with Vladimir Spokoiny
Nonparametric Estimation of a Generalized Additive Model With an Unknown Link Function
published 2001 · Econometrica · 101 citations · first circulated 1998
The bootstrap and hypothesis tests in econometrics
published 2001 · Journal of Econometrics · 45 citations
Nonparametric Regression Estimation using Weak Separability
published 2001 · Somatosensory & Motor Research · 17 citations
Response to comments of Esfandiar Maasoumi
published 2001 · Journal of Econometrics · 3 citations
Three analyses of the firm size premium
published 2000 · Journal of Empirical Finance · 170 citations
with Tim Loughran, N. E. Savin
Internet-based econometric computing
published 2000 · Journal of Econometrics · 3 citations · first circulated 1998
Empirically relevant critical values for hypothesis tests: A bootstrap approach
published 2000 · Journal of Econometrics · 91 citations · first circulated 1998
with N. E. Savin
Nonparametric Analysis of Randomized Experiments with Missing Covariate and Outcome Data: Rejoinder
published 2000 · Journal of the American Statistical Association · 427 citations
The disappearing size effect
published 2000 · Research in Economics · 123 citations
with Tim Loughran, N. E. Savin
Rejoinder
published 2000 · Journal of the American Statistical Association
Semiparametric Methods in Econometrics
published 1999 · Journal of the American Statistical Association · 303 citations · first circulated 1998
with Oliver B. Linton
Semiparametric Estimation of a Proportional Hazard Model with Unobserved Heterogeneity
published 1999 · Econometrica · 120 citations · first circulated 1997
Semiparametric estimation of a censored regression model with an unknown transformation of the dependent variable
published 1999 · Journal of Econometrics · 162 citations · first circulated 1995
with Tue Gørgens
Bootstrap Methods for Median Regression Models
published 1998 · Econometrica · 218 citations · first circulated 1996
Introduction: application of semiparametric methods for micro-data
published 1998 · Journal of Applied Econometrics · 1 citations
Censoring of outcomes and regressors due to survey nonresponse: Identification and estimation using weights and imputations
published 1998 · Journal of Econometrics · 28 citations
Bootstrap Methods for Covariance Structures
published 1998 · The Journal of Human Resources · 61 citations
Travel‐Time Constraints on Destination‐Choice Sets
published 1997 · Geographical Analysis · 52 citations
with Jean-Claude Thill
Handbook of Econometrics, vol. 4Robert F. Engle and Daniel L. McFadden, Editors Elsevier Science B. V., 1994
published 1997 · Econometric Theory · 9 citations
Direct Semiparametric Estimation of Single-Index Models with Discrete Covariates
published 1996 · Journal of the American Statistical Association · 226 citations · first circulated 1995
Bootstrap Critical Values for Tests Based on Generalized-Method-of-Moments Estimators
published 1996 · Econometrica · 488 citations
with Peter A. Hall
Semiparametric Estimation of Regression Models for Panel Data
published 1996 · The Review of Economic Studies · 172 citations · first circulated 1993
with Marianthi Markatou
Comments on “bootstrapping time series models”
published 1996 · Econometric Reviews · 1 citations
Robust scale estimation in the error‐components model using the empirical characteristic function
published 1995 · Canadian Journal of Statistics · 11 citations · first circulated 1994
with Marianthi Markatou
Robust scale estimation based on the the empirical characteristic function
published 1995 · Statistics & Probability Letters · 15 citations
with Marianthi Markatou, Russell V. Lenth
What is the role of consideration sets in choice modeling?
published 1995 · International Journal of Research in Marketing · 138 citations
with Jordan J. Louviere
Identification and Robustness with Contaminated and Corrupted Data
published 1995 · Econometrica · 343 citations
On blocking rules for the bootstrap with dependent data
published 1995 · Biometrika · 601 citations · first circulated 1993
with Peter Hall, Bing-Yi Jing, Peter J. Hall
Testing a Parametric Model Against a Semiparametric Alternative
published 1994 · Econometric Theory · 112 citations · first circulated 1992
Advances in random utility models report of the workshop on advances in random utility models duke invitational symposium on choice modeling behavior
published 1994 · Marketing Letters · 31 citations
with Denis Bolduc, Suresh Divakar, John Geweke, F�sun G�n�l, Vassilis A. Hajivassiliou, Frank S. Koppelman, Michael P. Keane, Rosa L. Matzkin, Peter E. Rossi, Paul A. Ruud, Fosun Gonul
Fairness in Simple Bargaining Experiments
published 1994 · Games and Economic Behavior · 2405 citations
with Robert Forsythe, N. E. Savin, Martín Sefton
Bootstrap-based critical values for the information matrix test
published 1994 · Journal of Econometrics · 191 citations · first circulated 1991
Testing Predicted Choices Against Observations in Probabilistic Discrete-Choice Models
published 1993 · Marketing Science · 28 citations
with Jordan J. Louviere
Semiparametric estimation of a work-trip mode choice model
published 1993 · Journal of Econometrics · 133 citations · first circulated 1991
Two New Co-Editors of Econometric Theory
published 1993 · Econometric Theory
with Katsuto Tanaka
Optimal Rates of Convergence of Parameter Estimators in the Binary Response Model with Weak Distributional Assumptions
published 1993 · Econometric Theory · 30 citations
A Smoothed Maximum Score Estimator for the Binary Response Model
published 1992 · Econometrica · 605 citations
The role of the list price in housing markets: Theory and an econometric model
published 1992 · Journal of Applied Econometrics · 187 citations
A Generalized Moments Specification Test of the Proportional Hazards Model
published 1992 · Journal of the American Statistical Association · 49 citations
with George R. Neumann
Reconsidering the multinomial probit model
published 1991 · Transportation Research Part B Methodological · 67 citations
Estimating a Destination‐Choice Model from a Choice‐based Sample with Limited Information
published 1991 · Geographical Analysis · 25 citations
with Jean-Claude Thill
Modeling the Choice of Choice Set in Discrete-Choice Random-Utility Models
published 1991 · Environment and Planning A Economy and Space · 30 citations
Incorporating choice dynamics in models of consumer behavior
published 1991 · Marketing Letters · 24 citations
with Leigh McAlister, Rajendra K. Srivastava, Morgan Jones, Wagner A. Kamakura, Jack D. Kulchitsky, Brian T. Ratchford, Gary Russel, Fareena Sultan, Tetsuo Yai, Doyle L. Weiss, Russ Winer
Bandwidth Selection in Semiparametric Estimation of Censored Linear Regression Models
published 1990 · Econometric Theory · 13 citations
with Peter A. Hall
Analog Estimation Methods in EconometricsCharles F. Manski New York: Chapman and Hall, 1988, 150pp., $45.00
published 1990 · Econometric Theory
Specification testing in censored regression models: Parametric and semiparametric methods
published 1989 · Journal of Applied Econometrics · 34 citations
with George R. Neumann
Computational and statistical efficiency of semiparametric gls estimators
published 1989 · Econometric Reviews · 2 citations
with George R. Neumann
The asymptotic efficiency of semiparametric estimators for censored linear regression models
published 1988 · Empirical Economics · 8 citations
What Should we Expect from Models of the Sale Process and Price Formation in Housing Markets
published 1988 · Environment and Planning A Economy and Space · 1 citations
Identification and stochastic specification in Rosen's hedonic price model
published 1987 · Journal of Urban Economics · 14 citations
Specification Tests for Nested Logit Models
published 1987 · Environment and Planning A Economy and Space · 9 citations
Semiparametric estimation of employment duration models
published 1987 · Econometric Reviews · 47 citations
with George R. Neumann
Bibliographic Section
published 1986 · Transportation Science · 2 citations
Bidding models of housing markets
published 1986 · Journal of Urban Economics · 30 citations
A distribution-free least squares estimator for censored linear regression models
published 1986 · Journal of Econometrics · 57 citations
Categorical Data Analysis for Geographers and Environmental Scientists
published 1986 · Economic Geography · 246 citations
with Neil Wrigley
Testing probabilistic discrete choice models of travel demand by comparing predicted and observed aggregate choice shares
published 1985 · Transportation Research Part B Methodological · 15 citations
Air Quality Analysis For Urban Transportation Planning
published 1985 · Economic Geography · 54 citations · first circulated 1982
with Robin L. Dennis
The stability of stochastic equilibrium in a two-link transportation network
published 1984 · Transportation Research Part B Methodological · 381 citations
Estimating compensating and equivalent income variations from hedonic price models
published 1984 · Economics Letters · 7 citations
TESTING DISAGGREGATE TRAVEL DEMAND MODELS BY COMPARING PREDICTED AND OBSERVED MARKET SHARES
published 1984 · Transportation Research Record Journal of the Transportation Research Board · 4 citations
no link
Statistical Comparison of Non-Nested Probabilistic Discrete Choice Models
published 1983 · Transportation Science · 104 citations
Structural analysis of discrete with econometric applications
published 1983 · Transportation Research Part A General · 1 citations
Structural Analysis of Discrete Data with Econometric Applications: Charles F. Manski and Daniel McFadden, eds.
published 1983 · Transportation Research Part A Policy and Practice
no link
Statistical estimation of the parameters of Daganzo's gap acceptance model
published 1982 · Transportation Research Part B Methodological · 4 citations
Specification tests for probabilistic choice models
published 1982 · Transportation Research Part A General · 8 citations
An Investigation of the Accuracy of the Clark Approximation for the Multinomial Probit Model
published 1982 · Transportation Science · 63 citations
with Jürg M. Sparmann, Carlos F. Daganzo
EVALUATION OF USEFULNESS OF TWO STANDARD GOODNESS-OF-FIT INDICATORS FOR COMPARING NON-NESTED RANDOM UTILITY MODELS
published 1982 · Transportation Research Record Journal of the Transportation Research Board · 19 citations
no link
Book of Interest
published 1981 · Transportation Science
Identification and diagnosis of specification errors in the multinomial logit model
published 1981 · Transportation Research Part B Methodological · 68 citations
Testing the Multinomial Logit Model against the Multinomial Probit Model without Estimating the Probit Parameters
published 1981 · Transportation Science · 19 citations
The accuracy of the multinomial logit model as an approximation to the multinomial probit model of travel demand
published 1980 · Transportation Research Part B Methodological · 63 citations
A utility maximizing model of the demand for multi-destination non-work travel
published 1980 · Transportation Research Part B Methodological · 58 citations
[Extreme Values from a Nonstationary Stochastic Process: An Application to Air Quality Analysis]: Response
published 1980 · Technometrics · 56 citations
Response
published 1980 · Technometrics
RANDOM UTILITY MODELS OF URBAN NONWORK TRAVEL DEMAND: A REVIEW
published 1980 · Papers of the Regional Science Association · 6 citations
CONFIDENCE INTERVALS FOR CHOICE PROBABILITIES OF THE MULTINOMIAL LOGIT MODEL
published 1979 · Transportation Research Record Journal of the Transportation Research Board · 5 citations
no link
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