Parameter estimation of rule-based models using statistical model checking.
Bing LiuJames R. FaederPublished in: BIBM (2016)
Keyphrases
- parameter estimation
- model checking
- statistical models
- maximum likelihood
- model selection
- temporal logic
- markov random field
- least squares
- random fields
- model fitting
- finite state machines
- formal verification
- temporal properties
- approximate inference
- finite state
- em algorithm
- estimation problems
- model checker
- verification method
- symbolic model checking
- formal methods
- parameter estimates
- higher order
- automated verification
- reactive systems
- epistemic logic
- formal specification
- multi agent systems
- linear temporal logic
- parameter estimation algorithm
- deterministic finite automaton
- computation tree logic