A new hypothesis test and asymptotic lower bound detect maximum subgroup-level treatment effect bias when benchmarking observational studies against RCTs.
Detecting hidden confounding in observational data using multiple environments
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Detecting critical treatment effect bias in small subgroups
A new hypothesis test and asymptotic lower bound detect maximum subgroup-level treatment effect bias when benchmarking observational studies against RCTs.