Piecewise parameter estimation for stochastic models in COPASI.
Frank T. BergmannSven SahleChristoph ZimmerPublished in: Bioinform. (2016)
Keyphrases
- stochastic models
- parameter estimation
- stochastic processes
- random fields
- stochastic model
- maximum likelihood
- least squares
- model selection
- markov random field
- statistical models
- em algorithm
- expectation maximization
- parameter estimation algorithm
- structure learning
- maximum likelihood estimation
- marginal distributions
- approximate inference
- information extraction
- gene regulatory networks
- queueing model
- probability distribution