2 papers
stat.ME2025★ 1 cited
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…
stat.CO2022
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…