Is External Information Useful for Data Fusion? An Evaluation before Acquisition

Guorong Dai, Lingxuan Shao, Jinbo Chen

We consider a general statistical estimation problem involving a finite-dimensional target parameter vector. Beyond an internal data set drawn from the population distribution, ext…