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stat.ME2021★ 1 cited
A generalized definition of the average causal effect for both binary and continuous treatments
Fernando Pires Hartwig
One of the main tasks of causal inference is estimating well-defined causal parameters. One of the main causal parameters is the average causal effect (ACE) - the expected value of…
stat.ME2021
Homogeneity in the instrument-treatment association is not sufficient for the Wald estimand to equal the average causal effect for a binary instrument and a continuous exposure
Fernando Pires Hartwig, Linbo Wang, George Davey Smith +1
Background: Interpreting instrumental variable results often requires further assumptions in addition to the core assumptions of relevance, independence, and the exclusion restrict…