Jiaming Qiu

Jiaming Qiu

Postdoctoral Researcher

Nonparametric Estimation of Repeated Densities with Heterogeneous Sample Sizes

Published in Journal of the American Statistical Association, 2022

TL;DR: Borrow information across repeated observations for density estimations utilizing functional data analysis.

link. arxiv. software.

Qiu, Jiaming, Xiongtao Dai, and Zhengyuan Zhu. 2022. Nonparametric Estimation of Repeated Densities with Heterogeneous Sample Sizes. Journal of the American Statistical Association 119 (545): 176–88.