Causal Discovery in Biological Data Using Directed Topological Overlap Matrix.
Borzou AlipourfardJean GaoPublished in: BIBM (2022)
Keyphrases
- biological data
- causal discovery
- high throughput
- causal models
- discovery process
- causal relationships
- knowledge discovery
- statistical methods
- causal structure
- data analysis
- directed acyclic graph
- microarray data
- conditional independence
- bayesian networks
- data integration
- data sources
- huge volume of data
- microarray
- real time
- parameter estimation
- data mining
- observational data
- sensitivity analysis
- random variables
- maximum likelihood
- graphical models
- databases