Two-sample inference for high-dimensional Markov networks

Byol Kim, Song Liu, Mladen Kolar

Journal of the Royal Statistical Society: Series B, 83(5): 939–962

Jan 2021

Publisher's Version

See also

Presentation Two-sample inference for high-dimensional Markov networks · 2019
Software KLIEPInference.jl · 2021
Presentation Statistical inference for high-dimensional spectral differential networks · 2026
Working paper Assumption-lean inference for spectral differential network analysis of high-dimensional time series · 2026
Paper Spectral differential network analysis for high-dimensional time series · 2025
Presentation Direct inference for Gaussian differential networks · 2019