2 papers
stat.ME2026
Fréchet regression of multivariate distributions with nonparanormal transport
Junyoung Park, Irina Gaynanova
Regression with distribution-valued responses and Euclidean predictors has gained increasing scientific relevance. While methodology for univariate distributional data has advanced…
stat.ME2025
Truncated Gaussian copula principal component analysis with application to pediatric acute lymphoblastic leukemia patients' gut microbiome
Lei Wang, Yang Ni, Irina Gaynanova
Increasing epidemiologic evidence suggests that the diversity and composition of the gut microbiome can predict infection risk in cancer patients. Infections remain a major cause o…