[BOEK][B] Nearest neighbor methods with applications in functional estimation and machine learning

P Zhao - 2021 - search.proquest.com
Abstract k Nearest Neighbor (kNN) method is an important statistical method. There are
several advantages of kNN methods. Firstly, they are usually computationally fast and do not …

Consistent entropy estimation for stationary time series

AL Young, DB Dunson - arxiv preprint arxiv:1904.05850, 2019 - arxiv.org
Entropy estimation, due in part to its connection with mutual information, has seen
considerable use in the study of time series data including causality detection and …