Parameter estimation for two synthetic gene networks: a case study.
David BraunSubhayu BasuRon WeissPublished in: ICASSP (5) (2005)
Keyphrases
- parameter estimation
- gene networks
- microarray
- maximum likelihood
- microarray data
- model selection
- gene regulatory networks
- least squares
- statistical models
- markov random field
- gene expression data
- em algorithm
- structure learning
- parameter estimation algorithm
- gene expression
- maximum likelihood estimation
- approximate inference
- higher order
- gene ontology
- gene expression profiles
- high dimensionality
- machine learning
- reverse engineering
- expectation maximization
- high throughput
- biological data
- probabilistic model