Nonparametric Estimation of Repeated Densities with Heterogeneous Sample Sizes

Jiaming Qiu, Xiongtao Dai, Zhengyuan Zhu

We consider the estimation of densities in multiple subpopulations, where the available sample size in each subpopulation greatly varies. This problem occurs in epidemiology, for e…