Estimation and prediction using belief functions: Application to stochastic frontier analysis

• Main Authors: Kanjanatarakul,O., Kaewsompong,N., Sriboonchitta,S., Denœux,T.
• 格式: Article
• 出版: Springer Verlag 2015
• 主題: Artificial Intelligence
• 在線閱讀: http://www.scopus.com/inward/record.url?partnerID=HzOxMe3b&scp=84919344191&origin=inward; http://cmuir.cmu.ac.th/handle/6653943832/39143
• 機構: Chiang Mai University

© Springer International Publishing Switzerland 2015. We outline an approach to statistical inference based on belief functions. For estimation, a consonant belief functions is constructed from the likelihood function. For prediction, the method is based on an equation linking the unobserved random...