Laws of the iterated logarithm for nonparametric sequential density estimators.
Karima LaghaSmail AdjabiPublished in: J. Stat. Theory Appl. (2013)
Keyphrases
- density estimators
- density estimation
- adaptive wavelet
- data streams
- parzen window
- decision boundary
- mixture model
- data reduction
- density function
- density estimates
- probability density
- gaussian mixture model
- kernel density estimation
- reduced set
- probability density function
- gaussian mixture
- em algorithm
- data compression
- outlier detection
- statistical analysis
- mutual information
- knowledge discovery