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Fundamentals of Bayesian Epistemology 2

- Arguments, Challenges, Alternatives
Af: Michael G. Titelbaum Engelsk Hardback

Fundamentals of Bayesian Epistemology 2

- Arguments, Challenges, Alternatives
Af: Michael G. Titelbaum Engelsk Hardback
Tjek vores konkurrenters priser
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.
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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.
Produktdetaljer
Sprog: Engelsk
Sider: 416
ISBN-13: 9780192863140
Indbinding: Hardback
Udgave:
ISBN-10: 0192863142
Udg. Dato: 28 apr 2022
Længde: 30mm
Bredde: 160mm
Højde: 240mm
Forlag: Oxford University Press
Oplagsdato: 28 apr 2022
Forfatter(e): Michael G. Titelbaum
Forfatter(e) Michael G. Titelbaum


Kategori Filosofi: epistemologi og vidensteori


ISBN-13 9780192863140


Sprog Engelsk


Indbinding Hardback


Sider 416


Udgave


Længde 30mm


Bredde 160mm


Højde 240mm


Udg. Dato 28 apr 2022


Oplagsdato 28 apr 2022


Forlag Oxford University Press