Inference for Low-rank Models without Estimating the Rank

Jungjun Choi, Hyukjun Kwon, Yuan Liao

This paper studies the inference about linear functionals of high-dimensional low-rank matrices. While most existing inference methods would require consistent estimation of the tr…