Parameter estimation in models of biological oscillators: an automated regularised estimation approach.
Jake Alan PittJulio R. BangaPublished in: BMC Bioinform. (2019)
Keyphrases
- parameter estimation
- statistical models
- maximum likelihood
- random fields
- least squares
- model selection
- em algorithm
- estimation problems
- model fitting
- maximum likelihood estimation
- markov random field
- parameter estimates
- parameter values
- parameters estimation
- expectation maximization
- posterior distribution
- structure learning
- markov chain monte carlo
- approximate inference
- closed form
- gibbs sampling
- video sequences
- image segmentation