Improved Parameter Estimation from Noisy Time Series for Nonlinear Dynamical Systems.
Tomomichi NakamuraYoshito HirataKevin JuddDevin KilminsterMichael SmallPublished in: Int. J. Bifurc. Chaos (2007)
Keyphrases
- parameter estimation
- nonlinear dynamical systems
- phase space
- maximum likelihood
- least squares
- markov random field
- statistical models
- dynamical systems
- em algorithm
- parameter values
- model selection
- parameter estimation algorithm
- expectation maximization
- dynamical behavior
- random fields
- approximate inference
- model fitting
- structure learning
- multi object
- machine learning
- ordinary differential equations
- probabilistic model
- three dimensional