1 citations · 2 across the 3 of their papers we have counts for
3 papers
Adding covariates to bounds: What is the question?
Gustav Jonzon, Erin E Gabriel, Arvid Sjölander +1
Symbolic nonparametric bounds for partial identification of causal effects now have a long history in the causal literature. Sharp bounds, bounds that use all available information…
Accessible Computation of Tight Symbolic Bounds on Causal Effects using an Intuitive Graphical Interface
Gustav Jonzon, Michael C Sachs, Erin E Gabriel
Strong untestable assumptions are almost universal in causal point estimation. In particular settings, bounds can be derived to narrow the possible range of a causal effect. Symbol…
A General Method for Deriving Tight Symbolic Bounds on Causal Effects
Michael C Sachs, Gustav Jonzon, Arvid Sjölander +1
A causal query will commonly not be identifiable from observed data, in which case no estimator of the query can be contrived without further assumptions or measured variables, reg…