Affiliation:
1. Department of Statistics and Data Science, Carnegie Mellon University, Pittsburgh, Pennsylvania 15217, USA;
Abstract
Topological data analysis (TDA) can broadly be described as a collection of data analysis methods that find structure in data. These methods include clustering, manifold estimation, nonlinear dimension reduction, mode estimation, ridge estimation and persistent homology. This paper reviews some of these methods.
Subject
Statistics, Probability and Uncertainty,Statistics and Probability
Cited by
275 articles.
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