Asymptotic Bounds for the Distribution of the Sum of Dependent Random Variables.
Ruodu WangPublished in: J. Appl. Probab. (2014)
Keyphrases
- random variables
- independent and identically distributed
- probability distribution
- graphical models
- statistically independent
- joint distribution
- large deviations
- normal distribution
- worst case
- distribution function
- conditional independence
- bayesian networks
- conditional distributions
- lower bound
- marginal distributions
- joint probability distribution
- asymptotically optimal
- latent variables
- stochastic optimization problems
- probability density
- conditional distribution
- hazard rate
- conditional probabilities
- upper and lower bounds
- distribution free
- directed acyclic graph
- marginal probabilities
- conditionally independent
- random vectors
- upper bound
- generalization bounds
- failure rate
- vc dimension
- lead time
- maximum likelihood