Large Scale Partial Correlation Screening with Uncertainty Quantification

Emily Neo, Peter Radchenko, Bala Rajaratnam

Identifying multivariate dependencies in high-dimensional data is an important problem in large-scale inference. This problem has motivated recent advances in mining (partial) corr…