Decision, Probability and Utility

Decision, Probability and Utility PDF Author: Peter Gärdenfors
Publisher: Cambridge University Press
ISBN: 9780521336581
Category : Business & Economics
Languages : en
Pages : 464

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Book Description
Decision theory and the theory of rational choice have recently been the subjects of considerable research by philosophers and economists. However, no adequate anthology exists which can be used to introduce students to the field. This volume is designed to meet that need. The essays included are organized into five parts covering the foundations of decision theory, the conceptualization of probability and utility, pholosophical difficulties with the rules of rationality and with the assessment of probability, and causal decision theory. The editors provide an extensive introduction to the field and introductions to each part.

Introduction to Statistical Decision Theory

Introduction to Statistical Decision Theory PDF Author: Silvia Bacci
Publisher: CRC Press
ISBN: 1351621386
Category : Mathematics
Languages : en
Pages : 217

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Book Description
Introduction to Statistical Decision Theory: Utility Theory and Causal Analysis provides the theoretical background to approach decision theory from a statistical perspective. It covers both traditional approaches, in terms of value theory and expected utility theory, and recent developments, in terms of causal inference. The book is specifically designed to appeal to students and researchers that intend to acquire a knowledge of statistical science based on decision theory. Features Covers approaches for making decisions under certainty, risk, and uncertainty Illustrates expected utility theory and its extensions Describes approaches to elicit the utility function Reviews classical and Bayesian approaches to statistical inference based on decision theory Discusses the role of causal analysis in statistical decision theory

Utility, Probability, and Human Decision Making

Utility, Probability, and Human Decision Making PDF Author: D. Wendt
Publisher: Springer Science & Business Media
ISBN: 9401018340
Category : Social Science
Languages : en
Pages : 408

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Book Description
Human decision making involves problems which are being studied with increasing interest and sophistication. They range from controversial political decisions via individual consumer decisions to such simple tasks as signal discriminations. Although it would seem that decisions have to do with choices among available actions of any kind, there is general agreement that decision making research should pertain to choice prob lems which cannot be solved without a predecisional stage of finding choice alternatives, weighing evidence, and judging values. The ultimate objective of scientific research on decision making is two-fold: (a) to develop a theoretically sound technology for the optimal solution of decision problems, and (b) to formulate a descriptive theory of human decision making. The latter may, in tum, protect decision makers from being caught in the traps of their own limitations and biases. Recently, in decision making research the strong emphasis on well defined laboratory tasks is decreasing in favour of more realistic studies in various practical settings. This may well have been caused by a growing awareness of the fact that decision-behaviour is strongly determined by situational factors, which makes it necessary to look into processes of interaction between the decision maker and the relevant task environ ment. Almost inevitably there is a parallel shift of interest towards problems of utility measurement and the evaluation of consequences.

Improving Homeland Security Decisions

Improving Homeland Security Decisions PDF Author: Ali E. Abbas
Publisher: Cambridge University Press
ISBN: 1107161886
Category : Computers
Languages : en
Pages : 787

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Book Description
Are we safer from terrorism today and is our homeland security money well spent? This book offers answers and more.

The New Palgrave

The New Palgrave PDF Author: John Eatwell
Publisher: W. W. Norton & Company
ISBN: 9780393027389
Category : Business & Economics
Languages : en
Pages : 340

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Book Description
Each volume in this series includes a collection of authoritative essays from the New Palgrave: A Dictionary of Economics, selected by the Editors to illustrate the range and diversity of economic thought on a particular topic.

Studies in the Methodology and Foundations of Science

Studies in the Methodology and Foundations of Science PDF Author: Patrick Suppes
Publisher: Springer Science & Business Media
ISBN: 940173173X
Category : Science
Languages : en
Pages : 481

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Book Description
The twenty-three papers collected in tbis volume represent an important part of my published work up to the date of this volume. I have not arranged the paper chronologically, but under four main headings. Part I contains five papers on methodology concerned with models and measurement in the sciences. This part also contains the first paper I published, 'A Set of Independent Axioms for Extensive Quantities', in Portugaliae Mathematica in 1951. Part 11 also is concerned with methodology and ineludes six papers on probability and utility. It is not always easy to separate papers on probability and utility from papers on measurement, because of the elose connection between the two subjects, but Artieles 6 and 8, even though they have elose relations to measurement, seem more properly to belong in Part 11, because they are concerned with substantive questions about probability and utility. The last two parts are concerned with the foundations of physics and the foundations of psychology. I have used the term foundations rather than philosophy, because the papers are mainly concerned with specific axiomatic formulations for particular parts of physics or of psychology, and it seems to me that the termfoundations more appropriately describes such constructive axiomatic ventures. Part 111 contains four papers on the foundations of physics. The first paper deals with foundations of special relativity and the last three with the role ofprobability in quantum mechanics.

Rational Choice Using Imprecise Probabilities and Utilities

Rational Choice Using Imprecise Probabilities and Utilities PDF Author: Paul Weirich
Publisher: Cambridge University Press
ISBN: 1108604781
Category : Science
Languages : en
Pages : 139

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Book Description
An agent often does not have precise probabilities or utilities to guide resolution of a decision problem. I advance a principle of rationality for making decisions in such cases. To begin, I represent the doxastic and conative state of an agent with a set of pairs of a probability assignment and a utility assignment. Then I support a decision principle that allows any act that maximizes expected utility according to some pair of assignments in the set. Assuming that computation of an option's expected utility uses comprehensive possible outcomes that include the option's risk, no consideration supports a stricter requirement.

Decision Space

Decision Space PDF Author: Paul Weirich
Publisher: Cambridge University Press
ISBN: 1139430416
Category : Science
Languages : en
Pages : 288

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Book Description
In Decision Space: Multidimensional Utility Analysis, first published in 2001, Paul Weirich increases the power and versatility of utility analysis and in the process advances decision theory. Combining traditional and novel methods of option evaluation into one systematic method of analysis, multidimensional utility analysis is a valuable tool. It provides formulations of important decision principles, such as the principle to maximize expected utility; enriches decision theory in solving recalcitrant decision problems; and provides in particular for the cases in which an expert must make a decision for a group of people. The multiple dimensions of this analysis create a decision space broad enough to accommodate all factors affecting an option's utility. The book will be of interest to advanced students and professionals working in the subject of decision theory, as well as to economists and other social scientists.

Uncertain Decisions

Uncertain Decisions PDF Author: Luigi Luini
Publisher: Springer Science & Business Media
ISBN: 1461550831
Category : Business & Economics
Languages : en
Pages : 360

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Book Description
Uncertain Decisions: Bridging Theory and Experiments presents advanced directions of thinking on decision theory - in particular the more recent contributions on non-expected utility theory, fuzzy decision theory and case-based theory. This work also provides theoretical insights on measures of risk aversion and on new problems for general equilibrium analysis. It analyzes how the thinking that underlies the theories described above spills over into real decisions, and how the thinking that underlies these real decisions can explain the discrepancies between theoretical approaches and actual behavior. This work elaborates on how the most recent laboratory experiments have become an important source both for evaluating the leading theory of choice and decision, and for contributing to the formation of new models regarding the subject.

The Foundations of Causal Decision Theory

The Foundations of Causal Decision Theory PDF Author: James M. Joyce
Publisher: Cambridge University Press
ISBN: 1139471384
Category : Science
Languages : en
Pages : 281

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Book Description
This book defends the view that any adequate account of rational decision making must take a decision maker's beliefs about causal relations into account. The early chapters of the book introduce the non-specialist to the rudiments of expected utility theory. The major technical advance offered by the book is a 'representation theorem' that shows that both causal decision theory and its main rival, Richard Jeffrey's logic of decision, are both instances of a more general conditional decision theory. The book solves a long-standing problem for Jeffrey's theory by showing for the first time how to obtain a unique utility and probability representation for preferences and judgements of comparative likelihood. The book also contains a major new discussion of what it means to suppose that some event occurs or that some proposition is true. The most complete and robust defence of causal decision theory available.