Asymptotic bias of the plug-in Shannon entropy estimator under a regularly varying occupancy model

Takato Hashino, Koji Tsukuda

Estimating the Shannon entropy of discrete distributions with countably infinite support is a challenging problem. In this paper, we investigate the bias of the plug-in estimator $…