Sensitivity Analysis for Inference with Partially Identifiable Covariance Matrices

Max Grazier G'Sell, Shai S. Shen-Orr, Robert Tibshirani

In some multivariate problems with missing data, pairs of variables exist that are never observed together. For example, some modern biological tools can produce data of this form.…