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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 …
motivating application is to test the null hypothesis that a sample of cross‐sectional demand …
Conditional quantile processes based on series or many regressors
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 …
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 …
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 …
heterogeneity is needed for correct welfare comparisons. We consider general …
Nonlinear budget set regressions in random utility models: Theory and application to taxable income
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 …
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 …
changes in settings with observational data. In many settings where it is applicable …
Stochastic revealed preferences with measurement error
A long-standing question about consumer behaviour is whether individuals' observed
purchase decisions satisfy the revealed preference (RP) axioms of the utility maximization …
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 …
economic efficiency measures. These measures can be computed from demand functions in …
Nonparametric estimation of a nonseparable demand function under the Slutsky inequality restriction
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 …
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 …
variable in hidden variable models. It implies that instrument validity cannot be tested in the …