Fast and flexible simulation and parameter estimation for synthetic biology using bioscrape.
Ayush PandeyWilliam PooleAnandh SwaminathanVictoria HsiaoRichard M. MurrayPublished in: J. Open Source Softw. (2023)
Keyphrases
- parameter estimation
- markov random field
- maximum likelihood
- least squares
- model selection
- statistical models
- random fields
- parameter values
- parameter estimation algorithm
- model fitting
- expectation maximization
- estimation problems
- parameters estimation
- em algorithm
- maximum likelihood estimation
- real world
- posterior distribution
- approximate inference
- parameter estimates
- position estimation
- three dimensional