Persistence Terrace for Topological Inference of Point Cloud Data

DOI10.1080/10618600.2017.1422432OpenAlexW2613811110MaRDI QIDQ3391091

Noah Giansiracusa, Chul-Woo Moon, Nicole A. Lazar

Publication date: 28 March 2022

Published in: Journal of Computational and Graphical Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1705.02037

zbMATH Keywords

Morse theorydensity estimationtopological data analysispersistent homology

Mathematics Subject Classification ID

Statistics (62-XX)

Related Items (3)

Multiparameter Persistence Landscapes ⋮ A new non-Archimedean metric on persistent homology ⋮ Implementing Persistence-Based Clustering of Point Clouds in the Topology ToolKit

Uses Software

• fda (R)
• TDA
• SiZer

Cites Work

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• Statistical topological data analysis using persistence landscapes
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