Inference of Kinetic Parameters of Delayed Stochastic Models of Gene Expression Using a Markov Chain Approximation.
Henrik MannerströmOlli Yli-HarjaAndre S. RibeiroPublished in: EURASIP J. Bioinform. Syst. Biol. (2011)
Keyphrases
- markov chain
- gene expression
- stochastic models
- monte carlo
- transition probabilities
- microarray
- steady state
- gene expression data
- stationary distribution
- microarray data
- stochastic processes
- stochastic model
- random walk
- state space
- marginal distributions
- high throughput
- maximum likelihood
- neural network
- random fields
- maximum likelihood estimation
- queueing networks
- probability distribution
- bayesian networks
- feature selection
- parameter estimation
- gene regulatory networks
- least squares
- single server