60 citations · 131 across the 12 of their papers we have counts for
3 papers · 1 filter
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…
On the admissibility of Horvitz-Thompson estimator for estimating causal effects under network interference
Vishesh Karwa, Edoardo M. Airoldi
The Horvitz-Thompson (H-T) estimator is widely used for estimating network causal effects. We study its optimality properties by embedding it in the class of all linear estimators.…
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…