49 citations · 108 across the 19 of their papers we have counts for
5 papers · 1 filter
Partly Linear Instrumental Variables Regressions without Smoothing on the Instruments
Jean-Pierre Florens, Elia Lapenta
We consider a semiparametric partly linear model identified by instrumental variables. We propose an estimation method that does not smooth on the instruments and we extend the Lan…
Testing for homogeneous treatment effects in linear and nonparametric instrumental variable models
Jad Beyhum, Jean-Pierre Florens, Elia Lapenta +1
The hypothesis of homogeneous treatment effects is central to the instrumental variables literature. This assumption signifies that treatment effects are constant across all subjec…
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…
Overt and covert paths for sound in the auditory system of mammals. 2
B. M. Auriol, B. Auriol, J. Béard +12
Current scientific consensus holds that sound is transmitted, solely mechanically, from the tympanum to the cochlea via ossicles. However this theory does not explain the hearing e…
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…