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Information algebras in the theory of imprecise probabilities.
- Source :
-
International Journal of Approximate Reasoning . Mar2022, Vol. 142, p383-416. 34p. - Publication Year :
- 2022
-
Abstract
- In this paper we create a bridge between desirability and information algebras: we show how coherent sets of gambles, as well as coherent lower previsions, induce such structures. This allows us to enforce the view of such imprecise-probability objects as algebraic and logical structures; moreover, it enforces the interpretation of probability as information, and gives tools to manipulate them as such. [ABSTRACT FROM AUTHOR]
- Subjects :
- *INFORMATION theory
*ALGEBRA
*PROBABILITY theory
Subjects
Details
- Language :
- English
- ISSN :
- 0888613X
- Volume :
- 142
- Database :
- Academic Search Index
- Journal :
- International Journal of Approximate Reasoning
- Publication Type :
- Periodical
- Accession number :
- 154737221
- Full Text :
- https://doi.org/10.1016/j.ijar.2021.12.017