Dennis Frauen

Path-specific harm decomposition: A partial identification framework

A central goal when designing treatment policies is often to"do no harm", that is, to avoid interventions that improve average outcomes while worsening outcomes for some individuals. A widely used notion for harm is the fraction of negatively affected (FNA), defined as the probability that an intervention decreases an...