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In Defence of Objective Bayesianism

Jon Williamson

Published in print:
2010
Published Online:
September 2010
ISBN:
9780199228003
eISBN:
9780191711060
Item type:
book
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780199228003.001.0001
Subject:
Mathematics, Probability / Statistics, Logic / Computer Science / Mathematical Philosophy

Bayesian epistemology aims to answer the following question: How strongly should an agent believe the various propositions expressible in her language? Subjective Bayesians hold that.it is largely ... More


Bayesian Nets and Causality: Philosophical and Computational Foundations

Jon Williamson

Published in print:
2004
Published Online:
September 2007
ISBN:
9780198530794
eISBN:
9780191712982
Item type:
book
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780198530794.001.0001
Subject:
Mathematics, Logic / Computer Science / Mathematical Philosophy

This book provides an introduction to, and analysis of, the use of Bayesian nets in causal modelling. It puts forward new conceptual foundations for causal network modelling: The book argues that ... More


INTRODUCTION

Jon Williamson

in Bayesian Nets and Causality: Philosophical and Computational Foundations

Published in print:
2004
Published Online:
September 2007
ISBN:
9780198530794
eISBN:
9780191712982
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780198530794.003.0001
Subject:
Mathematics, Logic / Computer Science / Mathematical Philosophy

This chapter describes the central claims of the book. From a philosophical point of view, the book argues for an objective Bayesian interpretation of probability and an epistemic interpretation of ... More


TWO-STAGE BAYESIAN NETS

Jon Williamson

in Bayesian Nets and Causality: Philosophical and Computational Foundations

Published in print:
2004
Published Online:
September 2007
ISBN:
9780198530794
eISBN:
9780191712982
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780198530794.003.0006
Subject:
Mathematics, Logic / Computer Science / Mathematical Philosophy

Objective Bayesianism yields a justification of the causal Markov condition: in certain circumstances, the objective Bayesian net is just the causal net and so the causal net is an appropriate ... More


Lectures on Inductive Logic

Jon Williamson

Published in print:
2017
Published Online:
March 2017
ISBN:
9780199666478
eISBN:
9780191749292
Item type:
book
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780199666478.001.0001
Subject:
Mathematics, Logic / Computer Science / Mathematical Philosophy

Inductive logic (also known as confirmation theory) seeks to determine the extent to which the premisses of an argument entail its conclusion. This book offers an introduction to the field of ... More


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