A preliminary analysis for selecting the best hydrological probability density functions of annual peak flows associated to various return periods in some rivers of Colombia.
Óscar E. Coronado-HernándezJulio Ramos-UrzolaLuis F. Julio-AmigoJairo R. Coronado-HernándezGustavo GaticaNohora Mercado-CarusoPublished in: EUSPN/ICTH (2021)
Keyphrases
- preliminary analysis
- probability density function
- density estimation
- density function
- kullback leibler divergence
- probability distribution
- parzen window
- expectation maximization
- gaussian mixture
- statistical methods
- mixture model
- bayesian framework
- gaussian mixture model
- kernel density estimation
- em algorithm
- higher order statistics
- water quality
- generalized gaussian
- probability distribution functions
- class conditional
- bayesian formulation
- neural network
- distance function
- bayesian networks
- mean shift
- low dimensional
- mutual information
- probabilistic model
- decision trees
- feature selection
- data mining