3 papers
stat.ME2026
Targeted Highly Adaptive Lasso Minimum Loss Estimation of Target Functions
Vanessa Rodriguez, Karla Diaz-Ordaz, Brieuc Lehmann +1
We propose a Targeted Highly Adaptive Lasso for estimation of non-pathwise differentiable functional parameters such as the dose-response curve (DRC) for continuous exposure. We as…
math.ST2026
Causal inference via implied interventions
Carlos GarcÃa Meixide, Mark J. van der Laan
In the context of having an instrumental variable, the standard practice in causal inference begins by targeting an effect of interest and proceeds by formulating assumptions enabl…
stat.ME2025
A cautionary note for plasmode simulation studies in the setting of causal inference
Pamela A Shaw, Susan Gruber, Brian D. Williamson +5
Plasmode simulation has become an important tool for evaluating the operating characteristics of different statistical methods in complex settings, such as pharmacoepidemiological…