EBC-Estimator of Multidimensional Bayesian Threshold in Case of Two Classes
Some threshold-based classification rules in case of two classes are defined. In assumption, that a learning sample is obtained from a mixture with varying concentration, the empirical-Bayesian classification (EBC)-estimator of multidimensional Bayesian threshold is constructed. The conditions of co...
Main Author: | Oksana Kubaychuk |
---|---|
Format: | Article |
Language: | English |
Published: |
Atlantis Press
2020-09-01
|
Series: | Journal of Statistical Theory and Applications (JSTA) |
Subjects: | |
Online Access: | https://www.atlantis-press.com/article/125944507/view |
Similar Items
-
Flexible Time-Varying Betas in a Novel Mixture Innovation Factor Model with Latent Threshold
by: Mehmet Balcilar, et al.
Published: (2021-04-01) -
Nonparametric Bayesian inference for multidimensional compound Poisson processes
by: Shota Gugushvili, et al.
Published: (2015-03-01) -
Jackknife covariance matrix estimation for observations from mixture
by: Rostyslav Maiboroda, et al.
Published: (2019-11-01) -
Structured Bayesian learning through mixture models
by: PETRALIA, FRANCESCA
Published: (2013) -
Bayesian Dimensionality Assessment for the Multidimensional Nominal Response Model
by: Javier Revuelta, et al.
Published: (2017-06-01)