Optimal experiment selection for parameter estimation in biological differential equation models.
Mark K. TranstrumPeng QiuPublished in: BMC Bioinform. (2012)
Keyphrases
- parameter estimation
- differential equations
- statistical models
- model selection
- random fields
- maximum likelihood
- least squares
- markov random field
- model fitting
- parameter estimation algorithm
- estimation problems
- em algorithm
- expectation maximization
- dynamical systems
- optimal solution
- parameter estimates
- ordinary differential equations
- numerical solution
- bayesian model selection
- initial conditions
- approximate inference
- numerical methods
- high dimensional
- multiscale
- computer vision