1 citations · 3 across the 7 of their papers we have counts for
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A Bootstrap Specification Test for Semiparametric Models with Generated Regressors
Elia Lapenta
This paper provides a specification test for semiparametric models with nonparametrically generated regressors. Such variables are not observed by the researcher but are nonparamet…
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…
Encompassing Tests for Nonparametric Regressions
Elia Lapenta, Pascal Lavergne
We set up a formal framework to characterize encompassing of nonparametric models through the L2 distance. We contrast it to previous literature on the comparison of nonparametric…