Assumption-Lean Inference for Spectral Differential Network Analysis of High-Dimensional Time Series

Michael Hellstern, Byol Kim, Ali Shojaie

Network analysis for multivariate time series is popular in many fields, from neuroscience to seismology. The inverse spectral density is a common choice for time series network an…