A Strong Limit Theorem for Functions of Continuous Random Variables and an Extension of the Shannon-McMillan Theorem.
Gaorong LiShuang ChenSanying FengPublished in: J. Appl. Math. (2008)
Keyphrases
- random variables
- graphical models
- probability distribution
- continuous variables
- binary variables
- bayesian networks
- joint distribution
- conditional independence
- stochastic optimization problems
- additive noise
- conditional probabilities
- distribution function
- latent variables
- conditionally independent
- stochastic processes
- continuous functions
- conditional distribution
- probability density
- information theory
- marginal distributions
- lead time
- independent and identically distributed
- normal distribution
- conditional probability distributions
- conditional distributions
- joint probability distribution
- identically distributed
- directed acyclic graph