Valid Two-Sample Graph Testing via Optimal Transport Procrustes and Multiscale Graph Correlation with Applications in Connectomics

Testing whether two graphs come from the same distribution is of interest in many real world scenarios, including brain network analysis. Under the random dot product graph model, the nonparametric hypothesis testing frame-work consists of embedding the graphs using the adjacency spectral embedding...

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Veröffentlicht in:	arXiv.org 2021-09
Hauptverfasser:	Chung, Jaewon, Varjavand, Bijan, Arroyo, Jesus, Alyakin, Anton, Agterberg, Joshua, Tang, Minh, Vogelstein, Joshua T, Priebe, Carey E
Format:	Artikel
Sprache:	eng
Schlagworte:	Brain Fruit flies Graphs Model testing Statistical methods Statistical tests Statistics - Methodology
Online-Zugang:	Volltext
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