Inferring Pairwise Interactions from Biological Data Using Maximum-Entropy Probability Models.
Richard R. SteinDebora S. MarksChris SanderPublished in: PLoS Comput. Biol. (2015)
Keyphrases
- biological data
- maximum entropy
- probability models
- pairwise interactions
- pairwise
- high throughput
- probability distribution
- data analysis
- statistical methods
- conditional random fields
- statistical models
- knowledge discovery
- microarray data
- joint distribution
- data sources
- data integration
- microarray
- information retrieval
- markov random field
- objective function