A Projection Based Conditional Dependence Measure with Applications to High-dimensional Undirected Graphical Models

Jianqing Fan, Yang Feng, Lucy Xia

Measuring conditional dependence is an important topic in statistics with broad applications including graphical models. Under a factor model setting, a new conditional dependence…