Bayesian parameter estimation in the oral minimal model of glucose dynamics from non-fasting conditions using a new function of glucose appearance.
Manuel M. EichenlaubJohn G. HattersleyMary C. GannonFrank Q. NuttallNatasha A. KhovanovaPublished in: Comput. Methods Programs Biomed. (2021)
Keyphrases
- parameter estimation
- maximum likelihood
- posterior distribution
- least squares
- model selection
- markov chain monte carlo
- markov random field
- random fields
- statistical models
- expectation maximization
- em algorithm
- bayesian model selection
- maximum likelihood estimation
- parameter estimation algorithm
- parameter values
- parameters estimation
- appearance model
- model fitting
- dynamic model
- metropolis hastings algorithm
- bayesian networks
- computer vision
- approximate inference
- estimation problems
- maximum likelihood estimates
- gaussian process
- machine learning