Assumption-lean inference for spectral differential network analysis of high-dimensional time series

See also

• Paper Spectral differential network analysis for high-dimensional time series · 2025
• Presentation Statistical inference for high-dimensional spectral differential networks · 2026
• Paper Two-sample inference for high-dimensional Markov networks · 2021
• Presentation Two-sample inference for high-dimensional Markov networks · 2019
• Presentation Direct inference for Gaussian differential networks · 2019
• Software KLIEPInference.jl · 2021
• Presentation Black-box tests for algorithmic stability · 2025
• Paper Black-box tests for algorithmic stability · 2023