Prediction of future observations using belief functions: A likelihood-based approach

• Main Authors: Kanjanatarakul O., Denœux T., Sriboonchitta S.
• 格式: 雜誌
• 出版: 2017
• 在線閱讀: https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84962822288&origin=inward; http://cmuir.cmu.ac.th/jspui/handle/6653943832/41915

© 2015 Elsevier Inc. All rights reserved. We study a new approach to statistical prediction in the Dempster-Shafer framework. Given a parametric model, the random variable to be predicted is expressed as a function of the parameter and a pivotal random variable. A consonant belief function in the pa...