42 citations · 107 across the 13 of their papers we have counts for
Showing stat.MEShow all
2 papers · 1 filter
stat.ME2020
Inference of Causal Effects when Control Variables are Unknown
Ludvig Hult, Dave Zachariah
Conventional methods in causal effect inferencetypically rely on specifying a valid set of control variables. When this set is unknown or misspecified, inferences will be erroneous…
stat.ME2019★ 2 cited
Inferring Heterogeneous Causal Effects in Presence of Spatial Confounding
Muhammad Osama, Dave Zachariah, Thomas B. Schön
We address the problem of inferring the causal effect of an exposure on an outcome across space, using observational data. The data is possibly subject to unmeasured confounding va…