Dynamic Inconsistency in Choice and Different Models of Dynamic Choice - A Review

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Total Pages : 0 pages
Book Rating : 4.:/5 (137 download)

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Book Synopsis Dynamic Inconsistency in Choice and Different Models of Dynamic Choice - A Review by : Gianna Lotito

Download or read book Dynamic Inconsistency in Choice and Different Models of Dynamic Choice - A Review written by Gianna Lotito and published by . This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this paper, the problem of inconsistent dynamic choice is discussed, as considered in the literature, both under certainty in the context of changing preferences, and under risk and uncertainty in the case of preference orderings which violate expected utility theory. The problem of inconsistent choice in a dynamic decision situation has been initially analysed in the literature in a context of certainty and related to the problem of preferences changing exogenously through time. Hammond (1976,1977) generalises the analysis, but keeps it confined to a situation without risk or uncertainty, which he introduces only later (Hammond 1988a,b;1989). Hammond overcomes the distinction between exogenously and endogenously changing tastes and concentrates the analysis on the essential aspect of the problem - that preferences get reversed over time. This implies considering dynamic choice in a general framework. The discussion on dynamic inconsistency under certainty brings about the definition of two different models of behaviour: the myopic approach and the sophisticated approach.In a context of choice under risk and uncertainty, dynamic inconsistency occurs when preference orderings over risky or uncertain outcomes violate Expected Utility Theory, particularly through violation of the Independence Axiom. The problem of the dynamic inconsistency of non-expected utility agents is illustrated first through the arguments by Raiffa (1968). Raiffa frames the problem of inconsistent choice in the context of dynamic choice under risk, showing that dynamic consistency is not compatible with the usual choices in an Allais paradox when this is considered a decision problem in two stages. Then we discuss the two main models in this context, Machina (1989) and McClennen (1990), after having illustrated briefly the general theoretical debate on the justification of expected utility as a normative theory, in which the dynamic inconsistency argument and the two models are framed. Both models offer a similar - though formally different - solution to the problem of dynamic inconsistency in this context. Particular attention is given to McClennen's (1990) approach: the resolute approach. From the above discussion it emerges that McClennen also offers a formal and very complete model for sophisticated behaviour under risk and uncertainty. Therefore, we discuss two other approaches to this model of behaviour: Karni and Safra (1989b,1990), who elaborate a model of 'behavioural consistency' which represents a solution to the problem of dynamic inconsistency with non-expected utility preferences, extending to risk and uncertainty the sophisticated approach; and Dardanoni (1990), who frames the problem and discusses the limits of sophisticated choice in this context.

Collective Dynamic Choice

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ISBN 13 :
Total Pages : 33 pages
Book Rating : 4.:/5 (13 download)

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Book Synopsis Collective Dynamic Choice by : Matthew O. Jackson

Download or read book Collective Dynamic Choice written by Matthew O. Jackson and published by . This book was released on 2014 with total page 33 pages. Available in PDF, EPUB and Kindle. Book excerpt: We study collective decisions by time-discounting individuals choosing a common consumption stream. We show that with any heterogeneity in time preferences, every Pareto efficient and non-dictatorial method of aggregating utility functions must be time-inconsistent. We also show that decisions made via non-dictatorial voting methods are intransitive.

Artificial Intelligence in Economics and Finance Theories

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Publisher : Springer Nature
ISBN 13 : 3030429628
Total Pages : 131 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Artificial Intelligence in Economics and Finance Theories by : Tankiso Moloi

Download or read book Artificial Intelligence in Economics and Finance Theories written by Tankiso Moloi and published by Springer Nature. This book was released on 2020-05-07 with total page 131 pages. Available in PDF, EPUB and Kindle. Book excerpt: As Artificial Intelligence (AI) seizes all aspects of human life, there is a fundamental shift in the way in which humans are thinking of and doing things. Ordinarily, humans have relied on economics and finance theories to make sense of, and predict concepts such as comparative advantage, long run economic growth, lack or distortion of information and failures, role of labour as a factor of production and the decision making process for the purpose of allocating resources among other theories. Of interest though is that literature has not attempted to utilize these advances in technology in order to modernize economic and finance theories that are fundamental in the decision making process for the purpose of allocating scarce resources among other things. With the simulated intelligence in machines, which allows machines to act like humans and to some extent even anticipate events better than humans, thanks to their ability to handle massive data sets, this book will use artificial intelligence to explain what these economic and finance theories mean in the context of the agent wanting to make a decision. The main feature of finance and economic theories is that they try to eliminate the effects of uncertainties by attempting to bring the future to the present. The fundamentals of this statement is deeply rooted in risk and risk management. In behavioural sciences, economics as a discipline has always provided a well-established foundation for understanding uncertainties and what this means for decision making. Finance and economics have done this through different models which attempt to predict the future. On its part, risk management attempts to hedge or mitigate these uncertainties in order for “the planner” to reach the favourable outcome. This book focuses on how AI is to redefine certain important economic and financial theories that are specifically used for the purpose of eliminating uncertainties so as to allow agents to make informed decisions. In effect, certain aspects of finance and economic theories cannot be understood in their entirety without the incorporation of AI.

Cognitive Choice Modeling

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Publisher : MIT Press
ISBN 13 : 026204496X
Total Pages : 305 pages
Book Rating : 4.2/5 (62 download)

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Book Synopsis Cognitive Choice Modeling by : Zheng Joyce Wang

Download or read book Cognitive Choice Modeling written by Zheng Joyce Wang and published by MIT Press. This book was released on 2021-03-09 with total page 305 pages. Available in PDF, EPUB and Kindle. Book excerpt: The emerging interdisciplinary field of cognitive choice models integrates theory and recent research findings from both decision process and choice behavior. Cognitive decision processes provide the interface between the environment and brain, enabling choice behavior, and the basic cognitive mechanisms underlying decision processes are fundamental to all fields of human activity. Yet cognitive processes and choice processes are often studied separately, whether by decision theorists, consumer researchers, or social scientists. In Cognitive Choice Modeling, Zheng Joyce Wang and Jerome R. Busemeyer introduce a new cognitive modeling approach to the study of human choice behavior. Integrating recent research findings from both cognitive science and choice behavior, they lay the groundwork for the emerging interdisciplinary field of cognitive choice modeling.

Implications of Behavioral Consistency in Dynamic Choice Under Uncertainty

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Total Pages : 16 pages
Book Rating : 4.:/5 (62 download)

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Book Synopsis Implications of Behavioral Consistency in Dynamic Choice Under Uncertainty by : Valentino Dardanoni

Download or read book Implications of Behavioral Consistency in Dynamic Choice Under Uncertainty written by Valentino Dardanoni and published by . This book was released on 1990 with total page 16 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Handbook of Choice Modelling

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Publisher : Edward Elgar Publishing
ISBN 13 : 1800375638
Total Pages : 797 pages
Book Rating : 4.8/5 (3 download)

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Book Synopsis Handbook of Choice Modelling by : Stephane Hess

Download or read book Handbook of Choice Modelling written by Stephane Hess and published by Edward Elgar Publishing. This book was released on 2024-06-05 with total page 797 pages. Available in PDF, EPUB and Kindle. Book excerpt: This thoroughly revised second edition Handbook provides an authoritative and in-depth overview of choice modelling, covering essential topics range from data collection through model specification and estimation to analysis and use of results. It aptly emphasises the broad relevance of choice modelling when applied to a multitude of fields, including but not limited to transport, marketing, health and environmental economics.

Time-Inconsistent Control Theory with Finance Applications

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Publisher : Springer Nature
ISBN 13 : 3030818438
Total Pages : 328 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Time-Inconsistent Control Theory with Finance Applications by : Tomas Björk

Download or read book Time-Inconsistent Control Theory with Finance Applications written by Tomas Björk and published by Springer Nature. This book was released on 2021-11-02 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is devoted to problems of stochastic control and stopping that are time inconsistent in the sense that they do not admit a Bellman optimality principle. These problems are cast in a game-theoretic framework, with the focus on subgame-perfect Nash equilibrium strategies. The general theory is illustrated with a number of finance applications. In dynamic choice problems, time inconsistency is the rule rather than the exception. Indeed, as Robert H. Strotz pointed out in his seminal 1955 paper, relaxing the widely used ad hoc assumption of exponential discounting gives rise to time inconsistency. Other famous examples of time inconsistency include mean-variance portfolio choice and prospect theory in a dynamic context. For such models, the very concept of optimality becomes problematic, as the decision maker’s preferences change over time in a temporally inconsistent way. In this book, a time-inconsistent problem is viewed as a non-cooperative game between the agent’s current and future selves, with the objective of finding intrapersonal equilibria in the game-theoretic sense. A range of finance applications are provided, including problems with non-exponential discounting, mean-variance objective, time-inconsistent linear quadratic regulator, probability distortion, and market equilibrium with time-inconsistent preferences. Time-Inconsistent Control Theory with Finance Applications offers the first comprehensive treatment of time-inconsistent control and stopping problems, in both continuous and discrete time, and in the context of finance applications. Intended for researchers and graduate students in the fields of finance and economics, it includes a review of the standard time-consistent results, bibliographical notes, as well as detailed examples showcasing time inconsistency problems. For the reader unacquainted with standard arbitrage theory, an appendix provides a toolbox of material needed for the book.

Discrete-continuous Dynamic Choice Models: Identification and Conditional Choice Probability Estimation

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Book Rating : 4.:/5 (123 download)

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Book Synopsis Discrete-continuous Dynamic Choice Models: Identification and Conditional Choice Probability Estimation by : Christophe Alain Bruneel-Zupanc

Download or read book Discrete-continuous Dynamic Choice Models: Identification and Conditional Choice Probability Estimation written by Christophe Alain Bruneel-Zupanc and published by . This book was released on 2021 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

A Dynamic choice model of hybrid behavior in the attribute-space[

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Book Rating : 4.:/5 (535 download)

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Book Synopsis A Dynamic choice model of hybrid behavior in the attribute-space[ by : Antonio Ladrón de Guevara

Download or read book A Dynamic choice model of hybrid behavior in the attribute-space[ written by Antonio Ladrón de Guevara and published by . This book was released on 2001 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Dynamic Preference "Reversals" and Time Inconsistency

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Book Rating : 4.:/5 (125 download)

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Book Synopsis Dynamic Preference "Reversals" and Time Inconsistency by : Philipp Strack

Download or read book Dynamic Preference "Reversals" and Time Inconsistency written by Philipp Strack and published by . This book was released on 2021 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: We study identification of time inconsistency when an agent at time 0 makes an advance commitment, and later at time 1 can revise their choice after possibly receiving additional information. Roughly speaking, we prove that the only data that reject time-consistent expected utility maximization is a time-0 choice that is always strictly dominated at time 1. This holds for rich choice sets; if the complete ranking of alternatives is observed in every period and state; when it is natural to assume additional properties like concavity; and with supplementary cardinal information. However, time inconsistency can be point identified from willingness to pay for different alternatives in both periods, if utility from money is plausibly additively-separable and independent of time-1 information.

The Encyclopedia of Public Choice

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Publisher : Springer Science & Business Media
ISBN 13 : 0306478285
Total Pages : 1142 pages
Book Rating : 4.3/5 (64 download)

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Book Synopsis The Encyclopedia of Public Choice by : Charles Rowley

Download or read book The Encyclopedia of Public Choice written by Charles Rowley and published by Springer Science & Business Media. This book was released on 2008-01-25 with total page 1142 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Encyclopedia provides a detailed and comprehensive account of the subject known as public choice. However, the title would not convey suf- ciently the breadth of the Encyclopedia’s contents which can be summarized better as the fruitful interchange of economics, political science and moral philosophy on the basis of an image of man as a purposive and responsible actor who pursues his own objectives as efficiently as possible. This fruitful interchange between the fields outlined above existed during the late eighteenth century during the brief period of the Scottish Enlightenment when such great scholars as David Hume, Adam Ferguson and Adam Smith contributed to all these fields, and more. However, as intell- tual specialization gradually replaced broad-based scholarship from the m- nineteenth century onwards, it became increasingly rare to find a scholar making major contributions to more than one. Once Alfred Marshall defined economics in neoclassical terms, as a n- row positive discipline, the link between economics, political science and moral philosophy was all but severed and economists redefined their role into that of ‘the humble dentist’ providing technical economic information as inputs to improve the performance of impartial, benevolent and omniscient governments in their attempts to promote the public interest. This indeed was the dominant view within an economics profession that had become besotted by the economics of John Maynard Keynes and Paul Samuelson immediately following the end of the Second World War.

A Model of Dynamic Choice, Confidence, and Motor Response

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ISBN 13 :
Total Pages : 148 pages
Book Rating : 4.:/5 (773 download)

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Book Synopsis A Model of Dynamic Choice, Confidence, and Motor Response by : Kenneth C. Olson

Download or read book A Model of Dynamic Choice, Confidence, and Motor Response written by Kenneth C. Olson and published by . This book was released on 2011 with total page 148 pages. Available in PDF, EPUB and Kindle. Book excerpt: Abstract: In psychology research, mathematical models have developed to explain choices and response times. More recently, researchers have begun creating models to try explaining confidence as well (e.g., Vickers, 1979; Pleskac & Busemeyer, 2010; Ratcliff & Starns, 2009; Van Zandt, 2000). I join this effort by adapting the Linear Ballistic Accumulator model (Brown & Heathcote, 2008) to account for confidence by employing the relative balance-of-evidence hypothesis (Merkle & Van Zandt, 2006) in my Ballistic Accumulator for Confidence (BAC). The goal of this research is to account for multiple components of a decision task, including choice probabilities, confidence ratings, and response times. Often in a decision experiment, researchers count the time between stimulus appearance and the press of a button for a choice simply as response time, although many different mental activities occur during that time. Their primary focus is the decision process, but other processes include movement and movement programming. Through a within-subjects experiment designed to extract movement times from response times to obtain reaction times, I show that decision times and movement times are not independent in determining response times. In some conditions, movement times vary systematically and correlate with reaction times, while in other conditions, they do not. The dynamic choice models I review assume that all non-decision processes are independent of the decision process and simply add a constant non-decision component to decision time for estimating response time. I found that this assumption is incorrect and that models are impaired by failure to account for movement times. Aimed movement toward a target is explained by several models, the most famous of which are Fitts' Law (Fitts, 1954) and the optimized-submovement model (OSM) (Meyer et al., 1990). By evaluating a series of related dynamic confidence models, I show that the best model is one which incorporates the OSM. In the model, movement programming is assumed to be part of the decision task and depends on movement times, while movement times depend on the apparatus used for choices and confidence ratings.

Dynamic Choice and Common Learning

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ISBN 13 :
Total Pages : 31 pages
Book Rating : 4.:/5 (125 download)

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Book Synopsis Dynamic Choice and Common Learning by : Rahul Deb

Download or read book Dynamic Choice and Common Learning written by Rahul Deb and published by . This book was released on 2021 with total page 31 pages. Available in PDF, EPUB and Kindle. Book excerpt: A researcher observes a finite sequence of choices made by multiple agents in a binary-state environment. Agents maximize expected utilities that depend on their chosen alternative and the unknown underlying state. Agents learn about the time-varying state from the same information and their actions change because of the evolving common belief. The researcher does not observe agents' preferences, the prior, the common information and the stochastic process for the state. We characterize the set of choices that are rationalized by this model and generalize the information environments to allow for private information. We discuss the implications of our results for uncovering discrimination and committee decision making.

Handbook of the Economics of Risk and Uncertainty

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Publisher : Newnes
ISBN 13 : 0444536868
Total Pages : 897 pages
Book Rating : 4.4/5 (445 download)

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Book Synopsis Handbook of the Economics of Risk and Uncertainty by : Mark Machina

Download or read book Handbook of the Economics of Risk and Uncertainty written by Mark Machina and published by Newnes. This book was released on 2013-11-14 with total page 897 pages. Available in PDF, EPUB and Kindle. Book excerpt: The need to understand the theories and applications of economic and finance risk has been clear to everyone since the financial crisis, and this collection of original essays proffers broad, high-level explanations of risk and uncertainty. The economics of risk and uncertainty is unlike most branches of economics in spanning from the individual decision-maker to the market (and indeed, social decisions), and ranging from purely theoretical analysis through individual experimentation, empirical analysis, and applied and policy decisions. It also has close and sometimes conflicting relationships with theoretical and applied statistics, and psychology. The aim of this volume is to provide an overview of diverse aspects of this field, ranging from classical and foundational work through current developments. Presents coherent summaries of risk and uncertainty that inform major areas in economics and finance Divides coverage between theoretical, empirical, and experimental findings Makes the economics of risk and uncertainty accessible to scholars in fields outside economics

A Model of Dynamic Choice Behavior

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Total Pages : pages
Book Rating : 4.:/5 (717 download)

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Book Synopsis A Model of Dynamic Choice Behavior by : Purushottam Papatla

Download or read book A Model of Dynamic Choice Behavior written by Purushottam Papatla and published by . This book was released on 1988 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Philosophy of Economics

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Publisher : Elsevier
ISBN 13 : 0080930778
Total Pages : 929 pages
Book Rating : 4.0/5 (89 download)

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Book Synopsis Philosophy of Economics by :

Download or read book Philosophy of Economics written by and published by Elsevier. This book was released on 2012-04-23 with total page 929 pages. Available in PDF, EPUB and Kindle. Book excerpt: Part of the Handbook of the Philosophy of Science Series edited by: Dov M. Gabbay King's College, London, UK;Paul Thagard University of Waterloo, Canada; and John Woods University of British Columbia, Canada. Philosophy of Economics investigates the foundational concepts and methods of economics, the social science that analyzes the production, distribution and consumption of goods and services. This groundbreaking collection, the most thorough treatment of the philosophy of economics ever published, brings together philosophers, scientists and historians to map out the central topics in the field. The articles are divided into two groups. Chapters in the first group deal with various philosophical issues characteristic of economics in general, including realism and Lakatos, explanation and testing, modeling and mathematics, political ideology and feminist epistemology. Chapters in the second group discuss particular methods, theories and branches of economics, including forecasting and measurement, econometrics and experimentation, rational choice and agency issues, game theory and social choice, behavioral economics and public choice, geographical economics and evolutionary economics, and finally the economics of scientific knowledge. This volume serves as a detailed introduction for those new to the field as well as a rich source of new insights and potential research agendas for those already engaged with the philosophy of economics. Provides a bridge between philosophy and current scientific findings Encourages multi-disciplinary dialogue Covers theory and applications

Uncertain Decisions

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Publisher : Springer Science & Business Media
ISBN 13 : 1461550831
Total Pages : 360 pages
Book Rating : 4.4/5 (615 download)

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Book Synopsis Uncertain Decisions by : Luigi Luini

Download or read book Uncertain Decisions written by Luigi Luini and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.