Approximating Distributions by Extended Generalized Lambda Distribution (XGLD).
Mohammad Nili AhmadabadiYaghoub FarjamiM. Bameni MoghadamPublished in: Commun. Stat. Simul. Comput. (2012)
Keyphrases
- probability distribution
- dirichlet distribution
- power law
- random variables
- log normal
- gaussian distribution
- heavy tailed
- normal distribution
- negative binomial
- joint distribution
- exponential family
- statistical distributions
- heavy tailed distributions
- kl divergence
- distribution function
- dependence structure
- probability distribution function
- training and test data
- frequency distribution
- conditional distribution
- feature distributions
- real time
- marginal distributions
- independent and identically distributed
- gaussian model
- conditional distributions
- fixed point
- weibull distribution
- lognormal distribution
- heavy tails
- class conditional
- transition probabilities
- probability density
- test data
- poisson distribution
- maximum likelihood
- learning algorithm
- database