Bayesian Sequential Inference for Stochastic Kinetic Biochemical Network Models.
Andrew GolightlyDarren J. WilkinsonPublished in: J. Comput. Biol. (2006)
Keyphrases
- experimental data
- complex systems
- efficient inference algorithms
- monte carlo
- stochastic models
- bayesian inference
- model selection
- stochastic processes
- statistical inference
- random fields
- network structure
- parameter estimation
- prior knowledge
- network topologies
- bayesian networks
- structured prediction
- markov chain monte carlo methods
- bayesian model
- bayesian framework
- statistical models
- social network analysis
- graphical models