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stat.ME2024
Asymmetric canonical correlation analysis of Riemannian and high-dimensional data
James Buenfil, Eardi Lila
In this paper, we introduce a novel statistical model for the integrative analysis of Riemannian-valued functional data and high-dimensional data. We apply this model to explore th…
stat.ME2024
Inference for Heterogeneous Graphical Models using Doubly High-Dimensional Linear-Mixed Models
Kun Yue, Eardi Lila, Ali Shojaie
Motivated by the problem of inferring the graph structure of functional connectivity networks from multi-level functional magnetic resonance imaging data, we develop a valid infere…