Jin Tian

Recoverability of Joint Distribution from Missing Data

2016 · arXiv (Cornell University)

A probabilistic query may not be estimable from observed data corrupted by missing values if the data are not missing at random (MAR). It is therefore of theoretical interest and practical importance to determine in …