Improving Point and Interval Estimates of Monotone Functions by Rearrangement

Victor Chernozhukov, Ivan Fernandez-Val, Alfred Galichon

Suppose that a target function is monotonic, namely, weakly increasing, and an available original estimate of this target function is not weakly increasing. Rearrangements, univari…