Nonparametric analysis of random utility models

Y Kitamura, J Stoye - Econometrica, 2018 - Wiley Online Library
This paper develops and implements a nonparametric test of random utility models. The
motivating application is to test the null hypothesis that a sample of cross‐sectional demand …

Conditional quantile processes based on series or many regressors

A Belloni, V Chernozhukov, D Chetverikov… - Journal of …, 2019 - Elsevier
Quantile regression (QR) is a principal regression method for analyzing the impact of
covariates on outcomes. The impact is described by the conditional quantile function and its …

The Econometrics of Nonlinear Budget Sets

S Blomquist, JA Hausman… - Annual Review of …, 2023 - annualreviews.org
This article surveys the development of nonparametric models and methods for estimation of
choice models with nonlinear budget sets. The discussion focuses on the budget set …

Individual heterogeneity and average welfare

JA Hausman, WK Newey - Econometrica, 2016 - Wiley Online Library
Individual heterogeneity is an important source of variation in demand. Allowing for general
heterogeneity is needed for correct welfare comparisons. We consider general …

Nonlinear budget set regressions in random utility models: Theory and application to taxable income

S Blomquist, A Kumar, CY Liang, WK Newey - Journal of Econometrics, 2024 - Elsevier
This paper is about the nonparametric regression of a choice variable on a nonlinear budget
set under utility maximization with general heterogeneity, ie in the random utility model …

Distributional synthetic controls

FF Gunsilius - Econometrica, 2023 - Wiley Online Library
The method of synthetic controls is a fundamental tool for evaluating causal effects of policy
changes in settings with observational data. In many settings where it is applicable …

Stochastic revealed preferences with measurement error

VH Aguiar, N Kashaev - The Review of Economic Studies, 2021 - academic.oup.com
A long-standing question about consumer behaviour is whether individuals' observed
purchase decisions satisfy the revealed preference (RP) axioms of the utility maximization …

Nonparametric welfare analysis

JA Hausman, WK Newey - Annual Review of Economics, 2017 - annualreviews.org
Exact consumer's surplus and deadweight loss are the most widely used welfare and
economic efficiency measures. These measures can be computed from demand functions in …

Nonparametric estimation of a nonseparable demand function under the Slutsky inequality restriction

R Blundell, J Horowitz, M Parey - Review of Economics and Statistics, 2017 - direct.mit.edu
We present a method for consistent nonparametric estimation of a demand function with
nonseparable unobserved taste heterogeneity subject to the shape restriction implied by the …

Nontestability of instrument validity under continuous treatments

FF Gunsilius - Biometrika, 2021 - academic.oup.com
This note presents a proof of the conjecture in about testing the validity of an instrumental
variable in hidden variable models. It implies that instrument validity cannot be tested in the …