Leo L. Duan

Bayesian Spanning Tree: Estimating the Backbone of the Dependence Graph

2021 · arXiv (Cornell University)

In multivariate data analysis, it is often important to estimate a graph characterizing dependence among (p) variables. A popular strategy uses the non-zero entries in a (p\times p) covariance or precision matrix, typically requiring restrictive …