lpdensity: Local Polynomial Density Estimation and Inference.
Matias D. CattaneoMichael JanssonXinwei MaPublished in: J. Stat. Softw. (2022)
Keyphrases
- density estimation
- expectation propagation
- mixture model
- nonparametric density estimation
- density function
- probability density
- mixture modeling
- probability density function
- outlier detection
- gaussian mixture model
- parzen window
- kernel density estimation
- random fields
- bayesian networks
- exponential family
- multivariate gaussian distribution
- em algorithm
- density estimators
- expectation maximization
- data sets
- bayesian inference
- knowledge discovery