A continuous updating rule for imprecise probabilities
(2014)
Conference Proceeding
Cattaneo, M. E. G. V. (2014). A continuous updating rule for imprecise probabilities. In A. Laurent, O. Strauss, B. Bouchon-Meunier, & R. Yager (Eds.), Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2014) (426-435). https://doi.org/10.1007/978-3-319-08852-5_44
The paper studies the continuity of rules for updating imprecise probability models when new data are observed. Discontinuities can lead to robustness issues: this is the case for the usual updating rules of the theory of imprecise probabilities. An... Read More about A continuous updating rule for imprecise probabilities.