Testing Random Variables for Independence and Identity.
Tugkan BatuLance FortnowEldar FischerRavi KumarRonitt RubinfeldPatrick WhitePublished in: FOCS (2001)
Keyphrases
- random variables
- conditional independence
- probability distribution
- graphical models
- conditional dependence
- bayesian networks
- latent variables
- distribution function
- stochastic optimization problems
- conditional probabilities
- stochastic processes
- joint distribution
- probabilistic inference
- directed acyclic graph
- probability density
- marginal distributions
- additive noise
- normal distribution
- continuous variables
- independent and identically distributed
- joint probability distribution
- random vectors
- structure learning
- conditional distribution
- belief propagation
- probabilistic model