Stochastic simulation and parameter estimation of first order chemical reactions.
Katrien De CockXueying ZhangMónica F. BugalloPetar M. DjuricPublished in: EUSIPCO (2004)
Keyphrases
- parameter estimation
- stochastic simulation
- chemical reactions
- chemical reaction
- maximum likelihood
- bayesian analysis
- belief networks
- simple examples
- higher order
- least squares
- markov random field
- model selection
- em algorithm
- ordinary differential equations
- first order logic
- parameter estimation algorithm
- stochastic logic programs
- parameter estimates
- structure learning
- approximate inference
- amino acids
- generative model
- graphical models
- probability distribution
- image sequences