Bayesian spectral density estimation using P-splines with quantile-based knot placement.
Patricio Maturana-RusselRenate MeyerPublished in: Comput. Stat. (2021)
Keyphrases
- density estimation
- b spline
- mixture model
- mixture modeling
- probability density function
- probability density
- density function
- bayesian networks
- parzen window
- outlier detection
- density estimates
- nonparametric density estimation
- multivariate gaussian distribution
- exponential family
- gaussian mixture model
- em algorithm
- bayesian inference
- density estimators
- closed form
- maximum likelihood
- kernel density estimation
- least squares
- object recognition
- image processing