Inference of regulatory networks with a convergence improved MCMC sampler.
Nilzair M. BarretoKarina S. MachadoAdriano Velasque WerhliPublished in: BMC Bioinform. (2015)
Keyphrases
- markov chain monte carlo
- regulatory networks
- markov chain
- monte carlo
- bayesian inference
- posterior distribution
- parameter estimation
- gibbs sampler
- gene regulatory networks
- generative model
- posterior probability
- metropolis hastings
- gene expression data
- approximate inference
- gene expression
- particle filter
- particle filtering
- microarray
- probabilistic inference
- bayesian networks
- state space
- probabilistic model