An Asymptotic Test of Independence for Multivariate t and Cauchy Random Variables with Applications.
José-Luis Guerrero-CusumanoPublished in: Inf. Sci. (1996)
Keyphrases
- random variables
- conditional independence
- graphical models
- probability distribution
- conditional dependence
- test statistic
- statistical tests
- stochastic optimization problems
- bayesian networks
- joint distribution
- distribution function
- dependence structure
- marginal distributions
- conditional distribution
- normal distribution
- probability density
- belief propagation
- random vectors
- directed acyclic graph
- conditionally independent
- conditional probabilities
- latent variables
- independent and identically distributed
- heavy tailed
- maximum likelihood
- identically distributed
- probabilistic inference