Maximum-likelihood versus maximum a posteriori parameter estimation of physiological system models: the c-peptide impulse response case study.
Giovanni SparacinoChiara TombolatoClaudio CobelliPublished in: IEEE Trans. Biomed. Eng. (2000)
Keyphrases
- maximum likelihood
- parameter estimation
- maximum a posteriori
- em algorithm
- map estimation
- markov random field
- expectation maximization
- impulse response
- random fields
- posterior distribution
- likelihood function
- bayesian framework
- hyperparameters
- parameter estimates
- prior model
- approximate inference
- standard deviation
- gaussian distribution
- probabilistic model
- additive noise
- higher order
- image reconstruction
- frequency domain
- wavelet transform