RaPId: A modular and extensible toolbox for parameter estimation of Modelica and FMI compliant models.
Luigi VanfrettiMaxime BaudetteAchour AmazouzTetiana BogodorovaTin RabuzinJan LaveniusFrancisco José Goméz-LópezPublished in: SoftwareX (2016)
Keyphrases
- parameter estimation
- statistical models
- least squares
- maximum likelihood
- model selection
- random fields
- model fitting
- markov random field
- em algorithm
- estimation problems
- parameter estimation algorithm
- parameters estimation
- parameter values
- approximate inference
- markov chain monte carlo
- structure learning
- gibbs sampling
- expectation maximization
- probabilistic model
- computer vision
- linear model
- posterior probability
- probability theory
- parameter estimates