2 citations · 2 across the 2 of their papers we have counts for
3 papers
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…
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…
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…