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New directions in algebraic statistics: Three challenges from 2023
Yulia Alexandr, Miles Bakenhus, Mark Curiel +11
In the last quarter of a century, algebraic statistics has established itself as an expanding field which uses multilinear algebra, commutative algebra, computational algebra, geom…
math.ST2014
Statistical models for cores decomposition of an undirected random graph
Vishesh Karwa, Michael J. Pelsmajer, Sonja Petrović +2
The -core decomposition is a widely studied summary statistic that describes a graph's global connectivity structure. In this paper, we move beyond using -core decomposition…