A hybrid tau-leap for simulating chemical kinetics with applications to parameter estimation.
Thomas Trigo TrindadeKonstantinos C. ZygalakisPublished in: CoRR (2024)
Keyphrases
- parameter estimation
- chemical reaction
- least squares
- maximum likelihood
- chemical reactions
- model selection
- em algorithm
- markov random field
- statistical models
- expectation maximization
- parameter estimation algorithm
- random fields
- approximate inference
- parameter values
- posterior distribution
- maximum likelihood estimation
- model fitting
- experimental data
- parameters estimation
- estimation problems
- structure learning
- parameter estimates
- bayesian model selection
- pairwise
- position estimation
- background knowledge
- color images