Work

Topological Perspectives on Statistical Quantities I

Year: 2017
Type: preprint
Abstract: In statistics cumulants are defined to be functions that measure the linear independence of random variables. In the non-communicative case the Boolean cumulants can be described as functions that measure deviation of a map between algebras from being an algebra morphism. In Algebraic topology maps that are homotopic to being algebra morphisms are studied using the theory of $A_\infty$ algebras. In this paper we will explore the link between these two points of views on maps between algebras that are not algebra maps.
Language: English
Open Access status: green
OpenAlex ID: W2734800889
Cites: 10
Cited by: 1
Related to: 10