Systematic parameter estimation in data-rich environments for cell signalling dynamics.
Tri Hieu NimLe LuoMarie-Véronique ClémentJacob K. WhiteLisa Tucker-KelloggPublished in: Bioinform. (2013)
Keyphrases
- parameter estimation
- data rich
- maximum likelihood
- model selection
- least squares
- markov random field
- statistical models
- em algorithm
- parameter estimation algorithm
- parameters estimation
- random fields
- structure learning
- real world
- parameter values
- dynamic model
- estimation problems
- approximate inference
- dynamic environments
- model fitting
- visual analytics
- expectation maximization
- parameter estimates
- position estimation
- information retrieval
- databases