An Evaluation of Extended vs. Weighted Least Squares for Parameter Estimation in Physiological Modeling.
Mary E. SpilkerPaolo ViciniPublished in: J. Biomed. Informatics (2001)
Keyphrases
- parameter estimation
- least squares
- weighted least squares
- maximum likelihood
- model selection
- parameter estimation algorithm
- random fields
- markov random field
- approximate inference
- maximum likelihood estimation
- cross validation
- generalization error
- linear regression
- em algorithm
- motion parameters
- computer vision
- higher order
- conjugate gradient
- cost function
- image sequences