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Journal of Business & Economic Statistics, ISSN 0735-0015, 04/2019, Volume 37, Issue 2, pp. 235 - 247
We provide a nonparametric revealed preference approach to demand analysis based on homothetic efficiency. Homotheticity is widely assumed (often implicitly)... 
Revealed preference | Utility maximization | Homotheticity | Test power | Nonparametric analysis | PURE THEORY | BEHAVIOR | STATISTICS & PROBABILITY | CONSISTENCY | NONPARAMETRIC-TESTS | GARP | SOCIAL SCIENCES, MATHEMATICAL METHODS | ECONOMICS | PREFERENCE | CONSUMPTION
Journal Article
Foundations and Trends in Econometrics, ISSN 1551-3076, 2014, Volume 7, Issue 3-4, pp. 191 - 385
This monograph reviews the econometric literature on the estimation of stochastic frontiers and technical efficiency. Special attention is devoted to current... 
Stochastic analysis | Econometric models | Econometric and Statistical Methods and Methodology | Panel data | Estimation frameworks | Semiparametric and nonparametric estimation
Journal Article
European Journal of Operational Research, ISSN 0377-2217, 01/2016, Volume 248, Issue 2, pp. 731 - 739
Journal Article
European Journal of Operational Research, ISSN 0377-2217, 08/2019, Volume 276, Issue 3, pp. 1104 - 1118
•A novel probabilistic framework of nonparametric frontier estimation is applied.•We examine how competition affects technological change and technological... 
Competition | Technological catch-up | Conditional efficiency | Technological change | Data envelopment analysis | RESEARCH-AND-DEVELOPMENT | PERFORMANCE | INNOVATION | LEVEL | MARKET-STRUCTURE | OPERATIONS RESEARCH & MANAGEMENT SCIENCE | TRADE LIBERALIZATION | PANEL-DATA | MODELS | Linear programming | Usage | Technological innovations | Analysis
Journal Article
Journal of Econometrics, ISSN 0304-4076, 02/2016, Volume 190, Issue 2, pp. 349 - 359
The paper investigates endogeneity issues in nonparametric frontier models. It considers a nonseparable model for a cost function C=φ(Y,U) where C and Y are... 
Endogeneity in frontier models | Tail index estimation | Instrumental variable quantile | Non linear integral equation | Landweber iteration | MATHEMATICS, INTERDISCIPLINARY APPLICATIONS | SOCIAL SCIENCES, MATHEMATICAL METHODS | ECONOMICS | SIMULTANEOUS-EQUATIONS | LOCAL IDENTIFICATION
Journal Article
American Journal of Agricultural Economics, ISSN 0002-9092, 2015, Volume 97, Issue 3, pp. 939 - 952
Journal Article
European Journal of Operational Research, ISSN 0377-2217, 08/2015, Volume 245, Issue 1, pp. 194 - 202
Journal Article
The Review of Economic Studies, ISSN 0034-6527, 7/2014, Volume 81, Issue 3 (288), pp. 919 - 943
Journal Article
Journal of the Royal Statistical Society. Series B (Statistical Methodology), ISSN 1369-7412, 11/2014, Volume 76, Issue 5, pp. 885 - 901
We investigate the estimation efficiency of the central mean subspace in the framework of sufficient dimension reduction. We derive the semiparametric... 
Non‐parametric regression | Semiparametric efficiency | Dimension reduction | Estimating equations | Sliced inverse regression | Non-parametric regression | STATISTICS & PROBABILITY | Studies | Estimates
Journal Article
Journal of Business & Economic Statistics, ISSN 0735-0015, 04/2020, Volume 38, Issue 2, pp. 303 - 316
Consider two heterogenous populations of agents who, when matched, jointly produce an output, Y. For example, teachers and classrooms of students together... 
Causal inference | Matching | Semiparametric efficiency | Average match function | Choo-Siow model
Journal Article
Transportation Research Part E, ISSN 1366-5545, 11/2018, Volume 119, pp. 41 - 62
Journal Article
Energy Policy, ISSN 0301-4215, 05/2015, Volume 80, pp. 54 - 64
Using detailed consumer expenditure survey data and a flexible semiparametric dynamic demand model, this paper estimates the price elasticity and fuel... 
Elasticity | Gasoline Tax | Efficiency Standards | Semiparametric Estimation | UNITED-STATES | ENERGY & FUELS | CONSUMER DEMAND | FUEL EFFICIENCY | AUTOMOBILE FUEL | ELASTICITIES | ENVIRONMENTAL SCIENCES | NONPARAMETRIC-ESTIMATION | ECONOMICS | ENVIRONMENTAL STUDIES | Studies | Energy consumption | Price elasticity | Energy efficiency | Demand analysis | Gasoline taxes
Journal Article