Technical Report: An MGF-based Unified Framework to Determine the Joint Statistics of Partial Sums of Ordered i.n.d. Random Variables.
Sung Sik NamHong-Chuan YangMohamed-Slim AlouiniDong In KimPublished in: CoRR (2013)
Keyphrases
- random variables
- unified framework
- technical report
- graphical models
- probability distribution
- probabilistic model
- bayesian networks
- conditional independence
- joint distribution
- latent variables
- image segmentation
- stochastic optimization problems
- test statistic
- conditional probabilities
- conditional distributions
- probability density
- normal distribution
- additive noise
- stochastic processes
- statistically independent
- conditional distribution
- directed acyclic graph
- evolutionary algorithm
- joint probability distribution
- machine learning
- independent and identically distributed
- failure rate
- steady state
- markov networks