Development of an open source multi-platform software tool for parameter estimation studies in FMI models.
Javier BonillaJose Antonio CarballoLidia RocaManuel BerenguelPublished in: Modelica (2017)
Keyphrases
- parameter estimation
- statistical models
- open source
- model selection
- maximum likelihood
- random fields
- markov random field
- least squares
- model fitting
- em algorithm
- posterior distribution
- estimation problems
- parameter estimates
- parameters estimation
- parameter estimation algorithm
- approximate inference
- core components
- parameter values
- maximum likelihood estimation
- statistical model
- case study
- expectation maximization
- three dimensional
- structure learning
- gibbs sampling
- position estimation
- higher order