Interval-Valued Linear Model

This paper introduces a new type of statistical model: the interval-valued linear model, which describes the linear relationship between an interval-valued output random variable and real-valued input variables. Firstly, notions of variance and covariance of set-valued and interval-valued random var...

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Bibliographic Details
Main Authors: Xun Wang, Shoumei Li, Thierry Denœux
Format: Article
Language:English
Published: Atlantis Press 2015-01-01
Series:International Journal of Computational Intelligence Systems
Subjects:
Online Access:https://www.atlantis-press.com/article/25868588.pdf