-Exponential Family of Probability Distributions.
Shun-ichi AmariAtsumi OharaPublished in: Entropy (2011)
Keyphrases
- exponential family
- probability distribution
- probability density function
- maximum likelihood
- density estimation
- graphical models
- log likelihood
- statistical models
- random variables
- closed form
- missing values
- order statistics
- bayesian networks
- mixture model
- hidden variables
- markov chain monte carlo
- posterior probability
- posterior distribution
- conditional probabilities
- belief networks
- probabilistic model
- clustering algorithm
- statistical methods
- information theoretic
- gaussian mixture model
- variational methods