The locally Gaussian density estimator for multivariate data.
Håkon OtneimDag TjøstheimPublished in: Stat. Comput. (2017)
Keyphrases
- multivariate data
- density estimators
- density estimation
- density function
- high dimensional
- principal components
- categorical data
- probability density
- gaussian mixture
- gaussian mixture model
- parameter space
- decision boundary
- maximum likelihood
- original data
- data streams
- reduced set
- multivariate time series
- principal component analysis
- parzen window
- machine learning
- mixture model
- probability density function
- mean shift
- low dimensional
- nearest neighbor