Pitfalls in Parameter Estimation for Delay Differential Equations.
Christopher T. H. BakerChristopher A. H. PaulPublished in: SIAM J. Sci. Comput. (1997)
Keyphrases
- parameter estimation
- differential equations
- dynamical systems
- least squares
- maximum likelihood
- numerical solution
- model selection
- em algorithm
- markov random field
- ordinary differential equations
- parameter estimation algorithm
- random fields
- boundary value problem
- expectation maximization
- approximate inference
- numerical methods
- structure learning
- estimation problems
- difference equations
- parameter estimates
- nonlinear differential equations
- model fitting
- machine learning
- partial differential equations
- image analysis
- computer vision