The limit theorem for dependent random variables with applications to autoregression models.
Yong ZhangXiaoyun YangZhishan DongDe-Hui WangPublished in: J. Syst. Sci. Complex. (2011)
Keyphrases
- random variables
- probability distribution
- graphical models
- conditional distributions
- independent and identically distributed
- joint probability distribution
- conditional independence
- joint distribution
- latent variables
- model selection
- probabilistic model
- markov property
- bayesian networks
- probabilistic graphical models
- statistically independent
- probability density function
- belief propagation
- probability density
- normal distribution
- distribution function
- marginal distributions
- stochastic processes
- prior knowledge