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An introduction to decision theory / Martin Peterson

By: Material type: TextTextSeries: Cambridge introductions to philosophyPublication details: Cambridge, UK ; New York : Cambridge University Press, 2009Description: 300 x, 317 pages :|billustrations ;|c25 cm 3ISBN:
  • 0521716543 (pbk.)
  • 9780521716543 (pbk.)
Subject(s): LOC classification:
  • QA279.4 .P48 2009
Contents:
Introduction -- The decision matrix -- Decisions under ignorance -- Decisions under risk -- Utility -- The mathematics of probability -- The philosophy of probability -- Why should we accept the preference axioms? -- Causal vs. evidential decision theory -- Bayesian vs. non-Bayesian decision theory -- Game theory I: basic concepts and zero-sum games -- Game theory II: nonzero-sum and co-operative games -- Social choice theory -- Overview of descriptive decision theory -- Appendix A. Glossary -- Appendix B. Proof of the von Neumann-Morgenstern theorem
Summary: This up-to-date introduction to decision theory offers comprehensive and accessible discussions of decision- making under ignorance and risk, the foundations of utility theory, the debate over subjective and objective probability, Bayesianism, causal decision theory, game theory, and social choice theory. No mathematical skills are assumed, and all concepts and results are explained in non-technical and intuitive as well as more formal ways. There are over 100 exercises with solutions, and a glossary of key terms and concepts. An emphasis on foundational aspects of normative decision theory (rather than descriptive decision theory) makes the book particularly useful for philosophy students, but it will appeal to readers in a range of disciplines including economics, psychology, political science and computer science University Press, c2009|w(OCoLC)698022813
Item type: Book
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Current library Collection Call number Copy number Status Barcode
Bishop Okullu Memorial Library (Limuru Campus) General Circulation Non-fiction QA279.4 .P48 2009 (Browse shelf(Opens below)) 1 Available 061984
Total holds: 0

Includes bibliographical references and index

Introduction -- The decision matrix -- Decisions under ignorance -- Decisions under risk -- Utility -- The mathematics of probability -- The philosophy of probability -- Why should we accept the preference axioms? -- Causal vs. evidential decision theory -- Bayesian vs. non-Bayesian decision theory -- Game theory I: basic concepts and zero-sum games -- Game theory II: nonzero-sum and co-operative games -- Social choice theory -- Overview of descriptive decision theory -- Appendix A. Glossary -- Appendix B. Proof of the von Neumann-Morgenstern theorem

This up-to-date introduction to decision theory offers comprehensive and accessible discussions of decision- making under ignorance and risk, the foundations of utility theory, the debate over subjective and objective probability, Bayesianism, causal decision theory, game theory, and social choice theory. No mathematical skills are assumed, and all concepts and results are explained in non-technical and intuitive as well as more formal ways. There are over 100 exercises with solutions, and a glossary of key terms and concepts. An emphasis on foundational aspects of normative decision theory (rather than descriptive decision theory) makes the book particularly useful for philosophy students, but it will appeal to readers in a range of disciplines including economics, psychology, political science and computer science University Press, c2009|w(OCoLC)698022813

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