Algorithm 717: Subroutines for maximum likelihood and quasi-likelihood estimation of parameters in nonlinear regression models.
David S. BunchDavid M. GayRoy E. WelschPublished in: ACM Trans. Math. Softw. (1993)
Keyphrases
- maximum likelihood
- expectation maximization
- parameter estimation
- estimation algorithm
- regression model
- maximum likelihood estimation
- likelihood function
- em algorithm
- log likelihood function
- log likelihood
- model selection
- probabilistic model
- maximum likelihood estimates
- bayesian framework
- hyperparameters
- linear model
- k means
- graphical models
- markov random field
- prediction model
- gaussian process
- feature space
- machine learning