9 citations · 9 across the 1 of their papers we have counts for
2 papers
math.ST2021★ 9 cited
The costs and benefits of uniformly valid causal inference with high-dimensional nuisance parameters
Niloofar Moosavi, Jenny Häggström, Xavier de Luna
Important advances have recently been achieved in developing procedures yielding uniformly valid inference for a low dimensional causal parameter when high-dimensional nuisance mod…
stat.ME2016
Data-Driven Confounder Selection via Markov and Bayesian Networks
Jenny Häggström
To unbiasedly estimate a causal effect on an outcome unconfoundedness is often assumed. If there is sufficient knowledge on the underlying causal structure then existing confounder…