Visualizing Climate Variability with Time-Dependent Probability Density Functions, Detecting It Using Information Theory.
J. Walter LarsonPublished in: ICCS (2012)
Keyphrases
- information theory
- probability density function
- kullback leibler divergence
- information theoretic
- jensen shannon divergence
- statistical methods
- density function
- probability distribution
- density estimation
- generalized gaussian
- gaussian mixture
- conditional entropy
- em algorithm
- mixture model
- probability density
- mutual information
- bayesian framework
- expectation maximization
- fisher information
- kl divergence
- partition function
- bayesian networks
- low dimensional
- gaussian mixture model
- distance function
- statistical analysis