On the discretization of nonparametric isotropic covariogram estimators.
David J. GorsichMarc G. GentonPublished in: Stat. Comput. (2004)
Keyphrases
- nadaraya watson
- kernel regression
- kernel density estimator
- data driven
- nonparametric regression
- density estimation
- density estimators
- kernel density estimators
- bayesian modeling
- continuous attributes
- preprocessing
- random fields
- iterative refinement
- discretization method
- change point detection
- asymptotic properties
- kernel density estimation
- data preprocessing
- hierarchical bayesian
- feature extraction
- von mises
- regression model
- basis functions
- neural network
- random projections
- parametric models