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Fundamentals of Bayesian Epistemology 1

Fundamentals of Bayesian Epistemology 1

Introducing Credences

by Michael G. Titelbaum
Paperback
Publication Date: 28/04/2022

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Bayesian ideas have recently been applied across such diverse fields as philosophy, statistics, economics, psychology, artificial intelligence, and legal theory. Fundamentals of Bayesian Epistemology examines epistemologists' use of Bayesian probability mathematics to represent degrees of belief. Michael G. Titelbaum provides an accessible introduction to the key concepts and principles of the Bayesian formalism, enabling the reader both to follow
epistemological debates and to see broader implicationsVolume 1 begins by motivating the use of degrees of belief in epistemology. It then introduces, explains, and applies the five core Bayesian
normative rules: Kolmogorov's three probability axioms, the Ratio Formula for conditional degrees of belief, and Conditionalization for updating attitudes over time. Finally, it discusses further normative rules (such as the Principal Principle, or indifference principles) that have been proposed to supplement or replace the core five.Volume 2 gives arguments for the five core rules introduced in Volume 1, then considers challenges to Bayesian epistemology. It begins by
detailing Bayesianism's successful applications to confirmation and decision theory. Then it describes three types of arguments for Bayesian rules, based on representation theorems, Dutch Books, and
accuracy measures. Finally, it takes on objections to the Bayesian approach and alternative formalisms, including the statistical approaches of frequentism and likelihoodism.
ISBN:
9780198707615
9780198707615
Category:
Philosophy: epistemology & theory of knowledge
Format:
Paperback
Publication Date:
28-04-2022
Publisher:
Oxford University Press
Country of origin:
United Kingdom
Pages:
218
Dimensions (mm):
235x156x12mm
Weight:
0.35kg

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