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Bhatia-Davis inequalities for lower and upper previsions and covariances

Renato Pelessoni
•
Paolo Vicig
2025
  • journal article

Periodico
FUZZY SETS AND SYSTEMS
Abstract
We explore how the classical Bhatia-Davis inequality bounding variances can be extended to uncertainty evaluations of gambles (bounded random numbers) by means of imprecise (lower or upper) previsions with different degrees of consistency. Firstly, a number of extensions are found with 2-coherent imprecise previsions. Subsequently, bounds with coherent lower and upper previsions are investigated, together with applications bounding lower and upper variances as well as p-boxes. Finally, bounds for covariances and for lower and upper covariances are obtained. Like the classical situation, imprecise Bhatia-Davis inequalities require a reduced amount of uncertainty information to be applied. When even less information is available, we show that various versions of Popoviciu's inequality obtain.
DOI
10.1016/j.fss.2024.109145
WOS
WOS:001343843800001
Archivio
https://hdl.handle.net/11368/3096391
info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-84862668432
https://www.sciencedirect.com/science/article/pii/S0165011424002914
Diritti
open access
license:creative commons
license uri:http://creativecommons.org/licenses/by-nc-nd/4.0/
FVG url
https://arts.units.it/bitstream/11368/3096391/1/1-s2.0-S0165011424002914-main.pdf
Soggetti
  • Bhatia-Davis inequali...

  • Coherent and 2-cohere...

  • Popoviciu's inequalit...

  • Lower and upper covar...

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