Independence tests for continuous random variables based on the longest increasing subsequence.
Jesús E. GarcíaVerónica Andrea González-LópezPublished in: J. Multivar. Anal. (2014)
Keyphrases
- random variables
- conditional independence
- graphical models
- probability distribution
- continuous variables
- conditional dependence
- latent variables
- bayesian networks
- joint distribution
- stochastic optimization problems
- conditional probabilities
- probability density
- independent and identically distributed
- additive noise
- upper bound
- distribution function
- conditional distributions
- statistically independent
- normal distribution
- structure learning
- conditional distribution
- test statistic
- joint probability distribution
- belief propagation
- steady state
- marginal distributions
- stochastic processes
- lower bound
- conditionally independent
- directed acyclic graph