works on
asymptotic analysis 1causal discovery 1observational data 1proxy variables 1unmeasured confounding 1

From the 1 of 2 linked papers with an AI index.

collaborators
Showing stat.MEShow all

1 paper · 1 filter

stat.ME2026

Asymptotic emergence of statistically supported false causal interpretation under unmeasured confounding

Mark Louie F. Ramos

The paper analyzes how, in the presence of unmeasured confounding, increasing sample size can make associations with observable proxy variables appear increasingly certain, even th…