Label Shift Estimators for Non-Ignorable Missing Data

Andrew C. Miller, Joseph Futoma

We consider the problem of estimating the mean of a random variable Y subject to non-ignorable missingness, i.e., where the missingness mechanism depends on Y . We connect the auxi…