Density estimation with distribution element trees.
Daniel W. MeyerPublished in: Stat. Comput. (2018)
Keyphrases
- density estimation
- probability density
- exponential family
- density function
- probability density function
- kernel density estimates
- mixture of gaussians
- mixture model
- density estimates
- mixture modeling
- nonparametric density estimation
- outlier detection
- decision trees
- kernel density estimation
- probability distribution
- em algorithm
- density estimators
- parzen window
- expectation maximization
- multivariate gaussian distribution
- information retrieval
- data streams
- feature vectors
- gaussian mixture model
- random variables
- gaussian distribution
- probabilistic model
- data distribution
- data mining