Probability Bounds for Polynomial Functions in Random Variables.
Simai HeBo JiangZhening LiShuzhong ZhangPublished in: Math. Oper. Res. (2014)
Keyphrases
- random variables
- probability distribution
- conditional probabilities
- graphical models
- joint probability distribution
- probability density
- lower bound
- bayesian networks
- failure rate
- latent variables
- conditional probability distributions
- normal distribution
- conditional independence
- joint distribution
- stochastic optimization problems
- upper bound
- marginal probabilities
- probabilistic inference
- distribution function
- conditionally independent
- independent and identically distributed
- conditional distribution
- directed acyclic graph
- random vectors
- posterior probability
- distribution free
- conditional distributions
- state space
- probability density function
- stochastic processes
- marginal distributions
- lower and upper bounds
- continuous variables