258 citations · 772 across the 11 of their papers we have counts for
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stat.ME2020
Connecting Instrumental Variable methods for causal inference to the Estimand Framework
Jack Bowden, Bjoern Bornkamp, Ekkehard Glimm +1
Causal inference methods are gaining increasing prominence in pharmaceutical drug development in light of the recently published addendum on estimands and sensitivity analysis in c…
stat.ME2020★ 11 cited
Average causal effect estimation via instrumental variables: the no simultaneous heterogeneity assumption
F. P. Hartwig, L. Wang, G. Davey Smith +1
Background: Instrumental variables (IVs) can be used to provide evidence as to whether a treatment X has a causal effect on an outcome Y. Even if the instrument Z satisfies the thr…