Constructing Lower Probabilities
Carl G. Wagner, Bruce Tonn
TL;DR
This paper presents a generalized approach to constructing lower probabilities using Dempster's method, applicable across various evidentiary constraints to improve belief modeling.
Contribution
It introduces a broadly applicable strategy for constructing lower probabilities based on Dempster's method, expanding its use beyond traditional belief functions.
Findings
Provides a new method for constructing lower probabilities
Applicable to a wide range of evidentiary constraints
Enhances belief function modeling techniques
Abstract
An elaboration of Dempster's method of constructing belief functions suggests a broadly applicable strategy for constructing lower probabilities under a variety of evidentiary constraints.
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Taxonomy
TopicsBayesian Modeling and Causal Inference · Multi-Criteria Decision Making · Logic, Reasoning, and Knowledge