Statistical topology via Morse theory, persistence and nonparametric estimation

Peter Bubenik, Gunnar Carlsson, Peter T. Kim +1

In this paper we examine the use of topological methods for multivariate statistics. Using persistent homology from computational algebraic topology, a random sample is used to con…