Comparison of Nonlinear Spatial Correlation Models by the Influence of the Data Augmentation to the Classification Risk

The Bayesian classification rule used for the classification of the observations of the (second-order) stationary Gaussian random fields with different means and common factorised covariance matrices is investigated. The influence of the observed data augmentation to the Bayesian risk is examined f...

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Bibliographic Details
Main Authors: J. Šaltytė, K. Dučinskas
Format: Article
Language:English
Published: Vilnius University Press 2002-06-01
Series:Nonlinear Analysis
Subjects:
Online Access:http://www.zurnalai.vu.lt/nonlinear-analysis/article/view/15200