A tree-based kernel for densities and its applications in clustering DNase-seq profiles

Yuliang Xu, Kaixuan Luo, Li Ma

Modeling multiple sampling densities within a hierarchical framework enables borrowing of information across samples. These density random effects can act as kernels in latent vari…