A Diagnostic to Find and Help Combat Stochastic Positivity Issues -- with a Focus on Continuous Treatments

Katharina Ring, Michael Schomaker

The positivity assumption is central in the identification of a causal effect, and especially the stochastic variant is an issue many applied researchers face, yet is rarely discus…