Post-clustering difference testing: Valid inference and practical considerations with applications to ecological and biological data.
Benjamin HivertDenis AgnielRodolphe ThiébautBoris P. HejblumPublished in: Comput. Stat. Data Anal. (2024)
Keyphrases
- biological data
- high throughput
- molecular biology
- clustering algorithm
- statistical methods
- microarray data
- data analysis
- cluster analysis
- knowledge discovery
- protein protein interactions
- clustering method
- systems biology
- huge volume of data
- k means
- biological information
- data integration
- gene regulatory networks
- biological sequences
- biological networks
- unsupervised learning
- data sources
- high dimensionality
- data points
- data mining
- mining graph data
- microarray
- high dimensional data
- high speed
- feature selection
- information retrieval