Nonparametric likelihood based estimation for a multivariate Lipschitz density.
Daniel CarandoRicardo FraimanPablo GroismanPublished in: J. Multivar. Anal. (2009)
Keyphrases
- density estimation
- nonparametric density estimation
- density estimators
- density distribution
- kernel density estimation
- probability density
- nonparametric regression
- parzen window
- parametric models
- accurate estimation
- kernel density estimators
- kernel density estimator
- density function
- gaussian density
- regression model
- probability distribution
- change point detection
- maximum likelihood
- mixed data
- data streams
- k means
- mutual information
- kullback leibler distance
- data driven
- mixture model
- density estimates
- likelihood ratio
- data sets
- posterior probability
- maximum likelihood estimation