Ezequiel Smucler
@esmucler.bsky.social
statistics, machine learning
Very excited to share our new paper on instrumental variable methods, co-authored with my Glovo colleagues Ludovico Lanni and David Masip Bonet! arxiv.org/abs/2506.10449
A note on the properties of the confidence set for the local average treatment effect obtained by inverting the score test
We study the properties of the score confidence set for the local average treatment effect in non and semiparametric instrumental variable models. This confidence set is constructed by inverting a sco...
arxiv.org
June 21, 2025 at 4:46 PM
Very excited to share our new paper on instrumental variable methods, co-authored with my Glovo colleagues Ludovico Lanni and David Masip Bonet! arxiv.org/abs/2506.10449
Very happy to share this new paper written with Jamie and Andrea. We study the construction of uniformly valid confidence sets for a class of parameters that includes estimands from instrumental variables models and proximal causal inference.
Ezequiel Smucler, James M. Robins, Andrea Rotnitzky
On the asymptotic validity of confidence sets for linear functionals of solutions to integral equations
https://arxiv.org/abs/2502.16673
On the asymptotic validity of confidence sets for linear functionals of solutions to integral equations
https://arxiv.org/abs/2502.16673
February 25, 2025 at 8:27 AM
Very happy to share this new paper written with Jamie and Andrea. We study the construction of uniformly valid confidence sets for a class of parameters that includes estimands from instrumental variables models and proximal causal inference.