Consistent Distribution-Free $K$-Sample and Independence Tests for Univariate Random Variables.
Ruth HellerYair HellerShachar KaufmanBarak BrillMalka GorfinePublished in: J. Mach. Learn. Res. (2016)
Keyphrases
- distribution free
- random variables
- null hypothesis
- normal distribution
- conditional independence
- test statistic
- graphical models
- probability distribution
- latent variables
- joint distribution
- large deviations
- conditional probabilities
- bayesian networks
- marginal distributions
- stochastic processes
- statistical tests
- sample complexity
- hypothesis testing
- concept class
- covariance matrix
- sample size