2016
DOI: 10.3390/e18090325
|View full text |Cite
|
Sign up to set email alerts
|

Paraconsistent Probabilities: Consistency, Contradictions and Bayes’ Theorem

Abstract: This paper represents the first steps towards constructing a paraconsistent theory of probability based on the Logics of Formal Inconsistency (LFIs). We show that LFIs encode very naturally an extension of the notion of probability able to express sophisticated probabilistic reasoning under contradictions employing appropriate notions of conditional probability and paraconsistent updating, via a version of Bayes' theorem for conditionalization. We argue that the dissimilarity between the notions of inconsisten… Show more

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...
1
1
1
1

Citation Types

0
6
0

Year Published

2019
2019
2024
2024

Publication Types

Select...
4
3
1
1

Relationship

2
7

Authors

Journals

citations
Cited by 15 publications
(9 citation statements)
references
References 29 publications
(23 reference statements)
0
6
0
Order By: Relevance
“…This approach is appealing for its theoretical simplicity, for allowing computer-efficient implementations of specific models, etc. For historical analyzes of this approach, see [45,91,92,184], for recent works from Walter's group following this line, see [31,176]. Notwithstanding their usefulness, simplicity and popularity, finitary or countable sentential formalisms also have their limitations, for example, being unable to express measure theoretic arguments used in mathematical statistics.…”
Section: Statistics In (Un)countable Sentential Probabilitymentioning
confidence: 99%
“…This approach is appealing for its theoretical simplicity, for allowing computer-efficient implementations of specific models, etc. For historical analyzes of this approach, see [45,91,92,184], for recent works from Walter's group following this line, see [31,176]. Notwithstanding their usefulness, simplicity and popularity, finitary or countable sentential formalisms also have their limitations, for example, being unable to express measure theoretic arguments used in mathematical statistics.…”
Section: Statistics In (Un)countable Sentential Probabilitymentioning
confidence: 99%
“…Currently, there are several types of nonclassical logics, and in general, we can consider that only those logics that are indestructible in the presence of the contradiction are paraconsistent. Therefore, a paraconsistent logic (PL) is a nonclassical logic that has, as its fundamental characteristic, the opposition to the principle of noncontradiction [15][16][17][18].…”
Section: Paraconsistent Logicmentioning
confidence: 99%
“…This will shed new light on formal representations of belief, on Bayesian epistemology, and on novel applications in statistics. There is a huge literature on such topics; I can only wisely advise a couple of references with distinctive objectives, that somehow represent this view: Against All Odds: When Logic Meets Probability 21 and Paraconsistent Probabilities: Consistency, Contradictions and Bayes' Theorem 22 .…”
Section: Logics and Probability And Probability Logicmentioning
confidence: 99%