Parameter Estimation for the Tail Distribution of a Random Sequence.
Mathias RaschkePublished in: Commun. Stat. Simul. Comput. (2013)
Keyphrases
- parameter estimation
- heavy tailed
- maximum likelihood estimates
- least squares
- uniformly distributed
- maximum likelihood
- markov random field
- em algorithm
- statistical models
- model selection
- power law
- random fields
- parameter values
- parameter estimation algorithm
- posterior distribution
- approximate inference
- model fitting
- random variables
- expectation maximization
- structure learning
- gibbs sampling
- data mining
- estimation problems
- machine learning
- maximum likelihood estimation
- image segmentation
- joint distribution
- gaussian distribution
- maximum a posteriori