Density estimation via best $L^2$-approximation on classes of step functions.
Dietmar FergerJohn VenzPublished in: Kybernetika (2017)
Keyphrases
- density estimation
- kernel density estimates
- multivariate gaussian distribution
- expectation propagation
- mixture model
- probability density function
- probability density
- mixture modeling
- density function
- density estimators
- closed form
- nonparametric density estimation
- parzen window
- gaussian mixture model
- kernel density estimation
- outlier detection
- expectation maximization
- training data
- exponential family
- probability distribution