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Probabilistic Logics and Probabilistic Networks [electronic resource] / by Rolf Haenni, Jan-Willem Romeijn, Gregory Wheeler, Jon Williamson.

Haenni, Rolf. (Author). Romeijn, Jan-Willem. (Added Author). Wheeler, Gregory. (Added Author). Williamson, Jon. (Added Author). SpringerLink (Online service) (Added Author).

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ISBN: 9789400700086
Physical Description: XIII, 155p. digital.
Publisher: Dordrecht : Springer Netherlands, 2011.

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Subject:

Philosophy (General).
Genetic epistemology.
Logic.
Science > Philosophy.
Computer science.
Distribution (Probability theory).
Mathematical statistics.
Philosophy.
Philosophy of Science.
Probability and Statistics in Computer Science.
Statistical Theory and Methods.
Epistemology.
Logic.
Probability Theory and Stochastic Processes.

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Table of Contents

	Introduction
	Standard probabilistic semantics
	Probabilistic argumentation
	Evidential probability
	Statistical inference
	Bayesian statistical inference
	Objective Bayesian epistemology
	Credal and Bayesian networks
	Networks for the standard semantics
	Networks for probabilistic argumentation
	Networks for evidential probability
	Networks for statistical inference
	Networks for Bayesian statistical inference
	Networks for objective Bayesianism
	Conclusion.

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