Bayesian epistemology

E679748

application of Bayesian probability approach in formal epistemology epistemological theory theory of rational belief

Bayesian epistemology is a theory of knowledge that models rational belief and updating in terms of subjective probabilities governed by the rules of Bayesian probability theory.

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All labels observed (4)

Label	Occurrences
Bayesian confirmation theory	3
Bayesian epistemology canonical	3
Bayesian conditionalization	1
Bayesian reasoning	1

Statements (52)

Predicate	Object
instanceOf	application of Bayesian probability ⓘ approach in formal epistemology ⓘ epistemological theory ⓘ theory of rational belief ⓘ
appliedIn	artificial intelligence ⓘ cognitive science ⓘ confirmation theory ⓘ philosophy of science ⓘ statistics ⓘ
associatedWith	Bayesian confirmation theory NERFINISHED ⓘ Bayesian decision theory NERFINISHED ⓘ Bayesian learning ⓘ Bayesian networks NERFINISHED ⓘ objective Bayesianism ⓘ subjective Bayesianism ⓘ
basedOn	Dutch book arguments ⓘ probability calculus ⓘ representation theorems ⓘ
characterizes	learning as conditionalization ⓘ rational agents as having probabilistic credences ⓘ rationality in terms of coherence constraints ⓘ
contrastsWith	Popperian falsificationism ⓘ classical foundationalism ⓘ evidentialism without probabilities ⓘ reliabilist epistemology ⓘ
fieldOfStudy	epistemology ⓘ philosophy of science ⓘ
focusesOn	belief updating ⓘ coherence of beliefs ⓘ confirmation theory ⓘ degrees of belief ⓘ evidential support ⓘ rational belief ⓘ rational decision under uncertainty ⓘ
hasKeyConcept	Dutch book coherence ⓘ coherence ⓘ conditionalization ⓘ credence ⓘ likelihood ⓘ posterior probability ⓘ prior probability ⓘ
hasKeyQuestion	how evidence confirms or disconfirms hypotheses ⓘ how should agents update on new evidence ⓘ how should rational agents assign prior probabilities ⓘ
models	belief as credence ⓘ evidence as information that changes probabilities ⓘ inductive inference ⓘ updating by conditionalization on evidence ⓘ
uses	Bayesian probability theory NERFINISHED ⓘ Bayes’ theorem NERFINISHED ⓘ conditional probability ⓘ subjective probability ⓘ

Referenced by (8)

Full triples — surface form annotated when it differs from this entity's canonical label.

Observational selection effects and probability → mainSubject → Bayesian epistemology ⓘ

Rationality: What It Is, Why It Seems Scarce, Why It Matters → mainSubject → Bayesian epistemology ⓘ

this entity surface form: Bayesian reasoning

Carnap's continuum of inductive methods → hasTheoreticalContext → Bayesian epistemology ⓘ

this entity surface form: Bayesian confirmation theory

Carnap's continuum of inductive methods → relatedTo → Bayesian epistemology ⓘ

this entity surface form: Bayesian conditionalization

Hempel's paradox → relatedTo → Bayesian epistemology ⓘ

this entity surface form: Bayesian confirmation theory

ravens paradox → involvesConcept → Bayesian epistemology ⓘ

subject surface form: Ravens paradox

this entity surface form: Bayesian confirmation theory

ravens paradox → relatedTo → Bayesian epistemology ⓘ

subject surface form: Ravens paradox

1926 paper "Truth and Probability" → influenced → Bayesian epistemology ⓘ

subject surface form: Truth and Probability