Maximum likelihood estimation for constrained parameters of multinomial distributions - Application to Zipf-Mandelbrot models.
Ferenc IzsákPublished in: Comput. Stat. Data Anal. (2006)
Keyphrases
- maximum likelihood estimation
- parameter estimation
- maximum likelihood
- expectation maximization
- multivariate gaussian
- em algorithm
- probability distribution
- exponential family
- probabilistic model
- statistical models
- probability density
- density function
- power law
- model selection
- gaussian model
- density estimation
- mixture of gaussians
- log likelihood function
- discriminative training
- boltzmann machine