Linear Belief Functions for Data Analytics

DOI10.1007/978-3-319-99383-6_23zbMath1514.68296OpenAlexW2888106529MaRDI QIDQ6108661

Liping Liu

Publication date: 30 June 2023

Published in: Belief Functions: Theory and Applications (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-319-99383-6_23

zbMATH Keywords

belief functionsBayesian linear regressionBayesian posterior distributionmeasurement equationestimated population mean

Mathematics Subject Classification ID

Reasoning under uncertainty in the context of artificial intelligence (68T37) Statistical aspects of big data and data science (62R07)

Related Items (1)

The reducibility of matrix sweeping operations: a computational issue in linear belief functions

Cites Work

• Probability propagation
• Local computation of Gaussian belief functions.
• A new matrix addition rule for combining linear belief functions
• A theory of Gaussian belief functions
• Imaginary numbers for combining linear equation models via Dempster's rule
• Analyzing linear regression models with hints and the dempster-shafer theory

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