Probabilistic Logic in a Coherent Setting

Name: Probabilistic Logic in a Coherent Setting
Brand: Springer-Verlag New York Inc.
SKU: 9781402009174
Price: 99.76 EUR
Availability: InStock

Autor: Giulianella Coletti, R. Scozzafava

Jazyk:

Väzba: Pevná

Vydavateľ: Springer-Verlag New York Inc.

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The approach to probability theory followed in this book (which differs radically from the usual one...

Informácie o knihe

Autor

Giulianella Coletti, R. Scozzafava

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

2002

Stránok

291

EAN

9781402009174

ISBN

1402009178

Enbook ID

05255973

Vydavateľ

Springer-Verlag New York Inc.

Hmotnosť

1320

Rozmery

155 x 235 x 21

Kompletný popis

The approach to probability theory followed in this book (which differs radically from the usual one, based on a measure-theoretic framework) characterizes probability as a linear operator rather than as a measure, and is based on the concept of coherence, which can be framed in the most general view of conditional probability. It is a `flexible' and unifying tool suited for handling, e.g., partial probability assessments (not requiring that the set of all possible `outcomes' be endowed with a previously given algebraic structure, such as a Boolean algebra), and conditional independence, in a way that avoids all the inconsistencies related to logical dependence (so that a theory referring to graphical models more general than those usually considered in bayesian networks can be derived). Moreover, it is possible to encompass other approaches to uncertain reasoning, such as fuzziness, possibility functions, and default reasoning. §The book is kept self-contained, provided the reader is familiar with the elementary aspects of propositional calculus, linear algebra, and analysis.

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Probabilistic Logic in a Coherent Setting

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