Bayesian inference with historical data-based informative priors improves detection of differentially expressed genes.
Ben LiZhaonan SunQing HeYu ZhuZhaohui S. QinPublished in: Bioinform. (2016)
Keyphrases
- bayesian inference
- historical data
- prior information
- differentially expressed genes
- prior distribution
- probabilistic model
- bayesian models
- bayesian model
- variational inference
- hierarchical bayesian
- data mining techniques
- microarray
- microarray data
- prior knowledge
- database
- gene expression
- knowledge discovery
- real world
- databases