Ontology highlight
ABSTRACT:
SUBMITTER: Kimes PK
PROVIDER: S-EPMC5708128 | biostudies-literature | 2017 Sep
REPOSITORIES: biostudies-literature
Kimes Patrick K PK Liu Yufeng Y Neil Hayes David D Marron James Stephen JS
Biometrics 20170118 3
Cluster analysis has proved to be an invaluable tool for the exploratory and unsupervised analysis of high-dimensional datasets. Among methods for clustering, hierarchical approaches have enjoyed substantial popularity in genomics and other fields for their ability to simultaneously uncover multiple layers of clustering structure. A critical and challenging question in cluster analysis is whether the identified clusters represent important underlying structure or are artifacts of natural samplin ...[more]