Entrywise Inference for Missing Panel Data: A Simple and Instance-Optimal Approach

Yuling Yan, Martin J. Wainwright

Longitudinal or panel data can be represented as a matrix with rows indexed by units and columns indexed by time. We consider inferential questions associated with the missing data…