16 citations · 23 across the 9 of their papers we have counts for
9 papers
Identification and Estimation of Consumers' Preferences from Repeated Observations under Nonlinear Pricing
Samuele Centorrino, Frédérique Fève, Jean-Pierre Florens
We develop a nonparametric approach to identify and estimate consumer preferences and unobserved heterogeneity under nonlinear price schedules. Leveraging variation across multiple…
Recent Advances in Causal Analysis of the Stochastic Frontier Model
Samuele Centorrino, Christopher F. Parmeter
Causal inference methods (instrumental variables, difference-in-differences, regression discontinuity, etc.) are primary tools used across many social science milieus. One area whe…
Binary Endogenous Treatment in Stochastic Frontier Models with an Application to Soil Conservation in El Salvador
Samuele Centorrino, Maria Pérez-Urdiales, Boris Bravo-Ureta +1
Improving the productivity of the agricultural sector is part of one of the Sustainable Development Goals set by the United Nations. To this end, many international organizations h…
Fairness constraint in Structural Econometrics and Application to fair estimation using Instrumental Variables
Samuele Centorrino, Jean-Pierre Florens, Jean-Michel Loubes
A supervised machine learning algorithm determines a model from a learning sample that will be used to predict new observations. To this end, it aggregates individual characteristi…
Instrumental variable estimation of dynamic treatment effects on a duration outcome
Jad Beyhum, Samuele Centorrino, Jean-Pierre Florens +1
This paper considers identification and estimation of the causal effect of the time Z until a subject is treated on a survival outcome T. The treatment is not randomly assigned, T…
Maximum Likelihood Estimation of Stochastic Frontier Models with Endogeneity
Samuele Centorrino, María Pérez-Urdiales
We propose and study a maximum likelihood estimator of stochastic frontier models with endogeneity in cross-section data when the composite error term may be correlated with inputs…
Semiparametric Estimation of Correlated Random Coefficient Models without Instrumental Variables
Samuele Centorrino, Aman Ullah, Jing Xue
We study a linear random coefficient model where slope parameters may be correlated with some continuous covariates. Such a model specification may occur in empirical research, for…
Iterative Estimation of Nonparametric Regressions with Continuous Endogenous Variables and Discrete Instruments
Samuele Centorrino, Frédérique Fève, Jean-Pierre Florens
We consider a nonparametric regression model with continuous endogenous independent variables when only discrete instruments are available that are independent of the error term. A…
Nonparametric Estimation and Inference in Economic and Psychological Experiments
Raffaello Seri, Samuele Centorrino, Michele Bernasconi
The goal of this paper is to provide some tools for nonparametric estimation and inference in psychological and economic experiments. We consider an experimental framework in which…