Improved Parameter Estimation in Kinetic Models: Selection and Tuning of Regularization Methods.
Attila GáborJulio R. BangaPublished in: CMSB (2014)
Keyphrases
- parameter estimation
- statistical models
- model selection
- least squares
- random fields
- markov random field
- maximum likelihood
- em algorithm
- parameter estimation algorithm
- regularization methods
- expectation maximization
- posterior distribution
- approximate inference
- parameter estimates
- parameter values
- three dimensional
- parametric models
- experimental data