Extremal distributions in information theory and hypothesis testing.
Charuhas PanditJianyi HuangSean P. MeynVenugopal V. VeeravalliPublished in: ITW (2004)
Keyphrases
- information theory
- hypothesis testing
- kullback leibler divergence
- information theoretic
- likelihood ratio
- confidence intervals
- jensen shannon divergence
- test statistic
- statistical learning
- kl divergence
- conditional entropy
- statistical tests
- random variables
- robust statistical
- mutual information
- null hypothesis
- probability distribution
- normal distribution
- computationally efficient
- hypothesis test
- likelihood ratio test
- hypothesis tests
- computational complexity
- shannon entropy
- gaussian distribution
- training set