Bayesian inference of the kinetic parameters of a realistic MAPK/ERK pathway.
Vilda PurutçuogluErnst WitPublished in: BMC Syst. Biol. (2007)
Keyphrases
- bayesian inference
- hyperparameters
- probabilistic model
- prior distribution
- prior information
- variational bayes
- hierarchical bayesian
- weighted model counting
- statistical inference
- hidden variables
- expectation maximization
- maximum likelihood
- gibbs sampler
- bayesian model
- variational inference
- monte carlo
- gene regulatory networks
- markov chain monte carlo
- particle filter
- least squares
- bayesian models
- data sets