Article

Statistical Topology via Morse Theory, Persistence and Nonparametric Estimation

Contemporary Mathematics
(2010)

Peter Bubenik, Gunnar Carlsson, Peter T. Kim and Zhiming Luo

In this paper we examine the use of topological methods for multivariate statistics. Using persistent homology from computational algebraic topology, ...