### Uniform inference for bounds on the distribution and quantile functions of treatment effects in randomized experiments. (arXiv:1911.10215v1 [econ.EM])

This paper develops a novel approach to uniform inference for functions that bound the distribution and quantile functions of heterogeneous treatment effects in randomized experiments when only marginal treatment and control distributions are observed and the joint distribution of outcomes is unobserved. These bounds are nonlinear maps of the marginal distribution functions of control and…