Robust statistics, hypothesis testing, and confidence intervals for persistent homology on metric measure spaces

Andrew J. Blumberg, Itamar Gal, Michael A. Mandell +1

We study distributions of persistent homology barcodes associated to taking subsamples of a fixed size from metric measure spaces. We show that such distributions provide robust in…