Bounding Causal Effects for Ordinal Outcomes Under Positive Dependence

Micha Mandel, Daniel Rodan

Defining and estimating causal effects for ordinal data is challenging. Standard average treatment effects are not appropriate for ordinal scales, and alternative estimands, such a…