Uncertainty Levels of Second-Order Probability

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Main Author: David Sundgren
Format: Artículo científico
Language:en
Published: Instituto Politécnico Nacional 2013
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_version_ 1876471221079506944
author David Sundgren
author_facet David Sundgren
contents Uncertainty Levels of Second-Order Probability David Sundgren Alexander Karlsson Computación second entropy Uncertainty order probability Since second-order probability distributions assignprobabilities to probabilities there is uncertainty on two levels.Although different types of uncertainty have been distinguishedbefore and corresponding measures suggested, the distinctionmade here between first- and second-order levels of uncertaintyhas not been considered before. In this paper previously existingmeasures are considered from the perspective of first- andsecond-order uncertainty and new measures are introduced. Weconclude that the concepts of uncertainty and informativenessneeds to be qualified if used in a second-order probability contextand suggest that from a certain point of view information cannot be minimized, just shifted from one level to another. 2013 artículo científico 1870-9044 https://www.redalyc.org/articulo.oa?id=402640462002 en http://www.redalyc.org/revista.oa?id=4026 Polibits application/pdf Instituto Politécnico Nacional Polibits (México) Vol.48
format Artículo científico
id redalyc_402640462002
institution Redalyc
language en
publishDate 2013
publisher Instituto Politécnico Nacional
spellingShingle Uncertainty Levels of Second-Order Probability
David Sundgren
Computación
second
entropy
Uncertainty
order probability
Uncertainty Levels of Second-Order Probability David Sundgren Alexander Karlsson Computación second entropy Uncertainty order probability Since second-order probability distributions assignprobabilities to probabilities there is uncertainty on two levels.Although different types of uncertainty have been distinguishedbefore and corresponding measures suggested, the distinctionmade here between first- and second-order levels of uncertaintyhas not been considered before. In this paper previously existingmeasures are considered from the perspective of first- andsecond-order uncertainty and new measures are introduced. Weconclude that the concepts of uncertainty and informativenessneeds to be qualified if used in a second-order probability contextand suggest that from a certain point of view information cannot be minimized, just shifted from one level to another. 2013 artículo científico 1870-9044 https://www.redalyc.org/articulo.oa?id=402640462002 en http://www.redalyc.org/revista.oa?id=4026 Polibits application/pdf Instituto Politécnico Nacional Polibits (México) Vol.48
title Uncertainty Levels of Second-Order Probability
topic Computación
second
entropy
Uncertainty
order probability
url https://www.redalyc.org/articulo.oa?id=402640462002