Heuristic arguments for probabilistic sensitivity and rank dependence

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Author :
Publisher : GRIN Verlag
ISBN 13 : 3656074666
Total Pages : 25 pages
Book Rating : 4.6/5 (56 download)

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Book Synopsis Heuristic arguments for probabilistic sensitivity and rank dependence by : Julia Plagemann

Download or read book Heuristic arguments for probabilistic sensitivity and rank dependence written by Julia Plagemann and published by GRIN Verlag. This book was released on 2011-12-02 with total page 25 pages. Available in PDF, EPUB and Kindle. Book excerpt: Essay from the year 2011 in the subject Economics - Micro-economics, European University Viadrina Frankfurt (Oder) (Lehrstuhl für Allgemeine Betriebswirtschaftslehre, Mikroökonomie), course: Behavior under risk and uncertainty, language: English, abstract: I Introduction In Chapter 5 of his work "Prospect Theory", Wakker (2010) substantially aims to demonstrate the superiority of a rank-dependent utility (meaning a hierarchical sorted utility) over the "old" expected utility theory, which pre-sumes a linearity of utility. The relevant parameters by which the expected utility of its "founders" (von Neumann and Morgenstern (1944) is com-posed, are the utility, which is linked to a decision option, and the probability of occurrence, the likelihood that the decision option will lead to the desired outcome. A decision problem for person 1 between the decision options A and B, therefore, is demonstrated as the choice of probabilities of occurrences, which by Neumann and Morgenstern (1944) were shaped linearly as follows: D = pA + (1-p)B Thus the probability after von Neumann and Morgenstern becomes an output-oriented choice between the different option's probabilities. Figure 1 shows the relationship between two options A and B for two randomly chosen distributions as a probability distribution function. As can be learnt from figure 1, the probability of the choice of option A increases linearly, whereas the corresponding probability for option B can be seen as a directly opposed probability, which decreases to the same degree to which the probability of option A increases. The two options are essentially inversely correlated with one another. This graphic illustration implies the conviction, that the choice between two options is a choice between equally weighted risks, whereas the one option is chosen, for which the product of risk (probability) and utility is most beneficial. An outcome of 10 (see figure 1) therefore is more likely for option B, while an outcome of 25 is more likely for option A. Contrary to this assumption of linearity a number of objections were pro-duced, which were also addressed by Tversky and Kahnemann in their work published in 1986. In his contributing article, Wakker (2010) aims to identify an intuitive heu-ristic, pointing out that the improvement of identifying risk as a non-linear parameter determined by a rank dependent utility should be made. There-fore he divides Chapter 5 into three different parts: 1) The first part argues that risk aversion is not linear 2) Part two shows, that former suggested psychological solutions in order to do justice to the non-linearity of risk aversion are not sufficient 3) Finally, part three presents the concept of rank dependent utility

Prospect Theory

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Author :
Publisher : Cambridge University Press
ISBN 13 : 1139489100
Total Pages : 519 pages
Book Rating : 4.1/5 (394 download)

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Book Synopsis Prospect Theory by : Peter P. Wakker

Download or read book Prospect Theory written by Peter P. Wakker and published by Cambridge University Press. This book was released on 2010-07-22 with total page 519 pages. Available in PDF, EPUB and Kindle. Book excerpt: Prospect Theory: For Risk and Ambiguity, provides a comprehensive and accessible textbook treatment of the way decisions are made both when we have the statistical probabilities associated with uncertain future events (risk) and when we lack them (ambiguity). The book presents models, primarily prospect theory, that are both tractable and psychologically realistic. A method of presentation is chosen that makes the empirical meaning of each theoretical model completely transparent. Prospect theory has many applications in a wide variety of disciplines. The material in the book has been carefully organized to allow readers to select pathways through the book relevant to their own interests. With numerous exercises and worked examples, the book is ideally suited to the needs of students taking courses in decision theory in economics, mathematics, finance, psychology, management science, health, computer science, Bayesian statistics, and engineering.

The Handbook of Rationality

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Publisher : MIT Press
ISBN 13 : 026236185X
Total Pages : 879 pages
Book Rating : 4.2/5 (623 download)

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Book Synopsis The Handbook of Rationality by : Markus Knauff

Download or read book The Handbook of Rationality written by Markus Knauff and published by MIT Press. This book was released on 2021-12-14 with total page 879 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first reference on rationality that integrates accounts from psychology and philosophy, covering descriptive and normative theories from both disciplines. Both analytic philosophy and cognitive psychology have made dramatic advances in understanding rationality, but there has been little interaction between the disciplines. This volume offers the first integrated overview of the state of the art in the psychology and philosophy of rationality. Written by leading experts from both disciplines, The Handbook of Rationality covers the main normative and descriptive theories of rationality—how people ought to think, how they actually think, and why we often deviate from what we can call rational. It also offers insights from other fields such as artificial intelligence, economics, the social sciences, and cognitive neuroscience. The Handbook proposes a novel classification system for researchers in human rationality, and it creates new connections between rationality research in philosophy, psychology, and other disciplines. Following the basic distinction between theoretical and practical rationality, the book first considers the theoretical side, including normative and descriptive theories of logical, probabilistic, causal, and defeasible reasoning. It then turns to the practical side, discussing topics such as decision making, bounded rationality, game theory, deontic and legal reasoning, and the relation between rationality and morality. Finally, it covers topics that arise in both theoretical and practical rationality, including visual and spatial thinking, scientific rationality, how children learn to reason rationally, and the connection between intelligence and rationality.

Preferences in Negotiations

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Publisher : Springer Science & Business Media
ISBN 13 : 3540723382
Total Pages : 279 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Preferences in Negotiations by : Henner Gimpel

Download or read book Preferences in Negotiations written by Henner Gimpel and published by Springer Science & Business Media. This book was released on 2007-06-13 with total page 279 pages. Available in PDF, EPUB and Kindle. Book excerpt: The attachment effect can hinder effective negotiation. Parties are influenced by their subjective expectations formed on account of the exchange of offers, they form reference points, and loss aversion potentially leads to a change of preferences when expectations change. This book presents a motivation, formalization, and substantiation of the attachment effect. The results can be used for prescriptive advice to negotiators.

Psychological Perspectives on Risk and Risk Analysis

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Author :
Publisher : Springer
ISBN 13 : 3319924788
Total Pages : 384 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Psychological Perspectives on Risk and Risk Analysis by : Martina Raue

Download or read book Psychological Perspectives on Risk and Risk Analysis written by Martina Raue and published by Springer. This book was released on 2018-09-18 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: This authoritative collection goes beyond economic statistics and probability data to offer a robust psychological understanding of risk perception and risk taking behavior. Expert contributors examine various risk domains in life, and pinpoint cognitive, emotional, and personality factors contributing to individual differences in risk taking as well as the many nuances social demographics (e.g., culture, gender) bring to risk decisions. Coverage takes competing theories and studies into account to identify mechanisms involved in processing and acting on uncertainty. And implications and applications are demonstrated in varied fields, from updated risk models for the insurance sector to improved risk communication in health services to considering risk perception in policy decisions. A sampling of the topics: Personality and risk: beyond daredevils—risk taking from a temperament perspective. Cognitive, developmental, and neurobiological aspects of risk judgments. The group effect: social influences on risk identification, analysis, and decision-making. Cognitive architectures as a scaffolding for risky choice models. Improving understanding of health-relevant numerical information. Risk culture as a framework for improving competence in risk management. Psychological Perspectives on Risk and Risk Analysis will be of great interest to researchers in and outside of psychology, including decision-making experts and behavioral economists. Additionally, this volume will appeal to practitioners who often have to make risky decisions, such as managers and physicians.

High-Dimensional Probability

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Publisher : Cambridge University Press
ISBN 13 : 1108415199
Total Pages : 299 pages
Book Rating : 4.1/5 (84 download)

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Book Synopsis High-Dimensional Probability by : Roman Vershynin

Download or read book High-Dimensional Probability written by Roman Vershynin and published by Cambridge University Press. This book was released on 2018-09-27 with total page 299 pages. Available in PDF, EPUB and Kindle. Book excerpt: An integrated package of powerful probabilistic tools and key applications in modern mathematical data science.

Heuristics, Probability, and Casuality

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Publisher :
ISBN 13 : 9781904987666
Total Pages : 565 pages
Book Rating : 4.9/5 (876 download)

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Book Synopsis Heuristics, Probability, and Casuality by : Rina Dechter

Download or read book Heuristics, Probability, and Casuality written by Rina Dechter and published by . This book was released on 2010 with total page 565 pages. Available in PDF, EPUB and Kindle. Book excerpt: The field of Artificial Intelligence has changed a great deal since the 80s, and arguably no one has played a larger role in that change than Judea Pearl. Judea Pearl's work made probability the prevailing language of modern AI and, perhaps more significantly, it placed the elaboration of crisp and meaningful models, and of effective computational mechanisms, at the center of AI research. This book is a collection of articles in honor of Judea Pearl, written by close colleagues and former students. Its three main parts, heuristics, probabilistic reasoning, and causality, correspond to the titles of the three ground-breaking books authored by Judea, and are followed by a section of short reminiscences. In this volume, leading authors look at the state of the art in the fields of heuristic, probabilistic, and causal reasoning, in light of Judea's seminal contributors. The authors list include Blai Bonet, Eric Hansen, Robert Holte, Jonathan Schaeffer, Ariel Felner, Richard Korf, Austin Parker, Dana Nau, V. S. Subrahmanian, Hector Geffner, Ira Pohl, Adnan Darwiche, Thomas Dean, Rina Dechter, Bozhena Bidyuk, Robert Matescu, Emma Rollon, Michael I. Jordan, Michael Kearns, Daphne Koller, Brian Milch, Stuart Russell, Azaria Paz, David Poole, Ingrid Zukerman, Carlos Brito, Philip Dawid, Felix Elwert, Christopher Winship, Michael Gelfond, Nelson Rushton, Moises Goldszmidt, Sander Greenland, Joseph Y. Halpern, Christopher Hitchcock, David Heckerman, Ross Shachter, Vladimir Lifschitz, Thomas Richardson, James Robins, Yoav Shoham, Peter Spirtes, Clark Glymour, Richard Scheines, Robert Tillman, Wolfgang Spohn, Jian Tian, Ilya Shpitser, Nils Nilsson, Edward T. Purcell, and David Spiegelhalter.

Global Sensitivity Analysis

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Publisher : John Wiley & Sons
ISBN 13 : 9780470725177
Total Pages : 304 pages
Book Rating : 4.7/5 (251 download)

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Book Synopsis Global Sensitivity Analysis by : Andrea Saltelli

Download or read book Global Sensitivity Analysis written by Andrea Saltelli and published by John Wiley & Sons. This book was released on 2008-02-28 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: Complex mathematical and computational models are used in all areas of society and technology and yet model based science is increasingly contested or refuted, especially when models are applied to controversial themes in domains such as health, the environment or the economy. More stringent standards of proofs are demanded from model-based numbers, especially when these numbers represent potential financial losses, threats to human health or the state of the environment. Quantitative sensitivity analysis is generally agreed to be one such standard. Mathematical models are good at mapping assumptions into inferences. A modeller makes assumptions about laws pertaining to the system, about its status and a plethora of other, often arcane, system variables and internal model settings. To what extent can we rely on the model-based inference when most of these assumptions are fraught with uncertainties? Global Sensitivity Analysis offers an accessible treatment of such problems via quantitative sensitivity analysis, beginning with the first principles and guiding the reader through the full range of recommended practices with a rich set of solved exercises. The text explains the motivation for sensitivity analysis, reviews the required statistical concepts, and provides a guide to potential applications. The book: Provides a self-contained treatment of the subject, allowing readers to learn and practice global sensitivity analysis without further materials. Presents ways to frame the analysis, interpret its results, and avoid potential pitfalls. Features numerous exercises and solved problems to help illustrate the applications. Is authored by leading sensitivity analysis practitioners, combining a range of disciplinary backgrounds. Postgraduate students and practitioners in a wide range of subjects, including statistics, mathematics, engineering, physics, chemistry, environmental sciences, biology, toxicology, actuarial sciences, and econometrics will find much of use here. This book will prove equally valuable to engineers working on risk analysis and to financial analysts concerned with pricing and hedging.

The Wiley Blackwell Handbook of Judgment and Decision Making, 2 Volume Set

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1118468392
Total Pages : 1056 pages
Book Rating : 4.1/5 (184 download)

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Book Synopsis The Wiley Blackwell Handbook of Judgment and Decision Making, 2 Volume Set by : Gideon Keren

Download or read book The Wiley Blackwell Handbook of Judgment and Decision Making, 2 Volume Set written by Gideon Keren and published by John Wiley & Sons. This book was released on 2016-02-16 with total page 1056 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive, up-to-date examination of the most important theory, concepts, methodological approaches, and applications in the burgeoning field of judgment and decision making (JDM) Emphasizes the growth of JDM applications with chapters devoted to medical decision making, decision making and the law, consumer behavior, and more Addresses controversial topics from multiple perspectives – such as choice from description versus choice from experience – and contrasts between empirical methodologies employed in behavioral economics and psychology Brings together a multi-disciplinary group of contributors from across the social sciences, including psychology, economics, marketing, finance, public policy, sociology, and philosophy 2 Volumes

Sensitivity Analysis in Practice

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Publisher : John Wiley & Sons
ISBN 13 : 047087094X
Total Pages : 232 pages
Book Rating : 4.4/5 (78 download)

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Book Synopsis Sensitivity Analysis in Practice by : Andrea Saltelli

Download or read book Sensitivity Analysis in Practice written by Andrea Saltelli and published by John Wiley & Sons. This book was released on 2004-07-16 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sensitivity analysis should be considered a pre-requisite for statistical model building in any scientific discipline where modelling takes place. For a non-expert, choosing the method of analysis for their model is complex, and depends on a number of factors. This book guides the non-expert through their problem in order to enable them to choose and apply the most appropriate method. It offers a review of the state-of-the-art in sensitivity analysis, and is suitable for a wide range of practitioners. It is focussed on the use of SIMLAB – a widely distributed freely-available sensitivity analysis software package developed by the authors – for solving problems in sensitivity analysis of statistical models. Other key features: Provides an accessible overview of the current most widely used methods for sensitivity analysis. Opens with a detailed worked example to explain the motivation behind the book. Includes a range of examples to help illustrate the concepts discussed. Focuses on implementation of the methods in the software SIMLAB - a freely-available sensitivity analysis software package developed by the authors. Contains a large number of references to sources for further reading. Authored by the leading authorities on sensitivity analysis.

A New Heuristic Measure of Fragility and Tail Risks

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Author :
Publisher : International Monetary Fund
ISBN 13 : 1475505663
Total Pages : 24 pages
Book Rating : 4.4/5 (755 download)

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Book Synopsis A New Heuristic Measure of Fragility and Tail Risks by : Mr.Nassim N. Taleb

Download or read book A New Heuristic Measure of Fragility and Tail Risks written by Mr.Nassim N. Taleb and published by International Monetary Fund. This book was released on 2012-08-01 with total page 24 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper presents a simple heuristic measure of tail risk, which is applied to individual bank stress tests and to public debt. Stress testing can be seen as a first order test of the level of potential negative outcomes in response to tail shocks. However, the results of stress testing can be misleading in the presence of model error and the uncertainty attending parameters and their estimation. The heuristic can be seen as a second order stress test to detect nonlinearities in the tails that can lead to fragility, i.e., provide additional information on the robustness of stress tests. It also shows how the measure can be used to assess the robustness of public debt forecasts, an important issue in many countries. The heuristic measure outlined here can be used in a variety of situations to ascertain an ordinal ranking of fragility to tail risks.

Basics and Trends in Sensitivity Analysis: Theory and Practice in R

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Author :
Publisher : SIAM
ISBN 13 : 1611976693
Total Pages : 307 pages
Book Rating : 4.6/5 (119 download)

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Book Synopsis Basics and Trends in Sensitivity Analysis: Theory and Practice in R by : Sébastien Da Veiga

Download or read book Basics and Trends in Sensitivity Analysis: Theory and Practice in R written by Sébastien Da Veiga and published by SIAM. This book was released on 2021-10-14 with total page 307 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an overview of global sensitivity analysis methods and algorithms, including their theoretical basis and mathematical properties. The authors use a practical point of view and real case studies as well as numerous examples, and applications of the different approaches are illustrated throughout using R code to explain their usage and usefulness in practice. Basics and Trends in Sensitivity Analysis: Theory and Practice in R covers a lot of material, including theoretical aspects of Sobol’ indices as well as sampling-based formulas, spectral methods, and metamodel-based approaches for estimation purposes; screening techniques devoted to identifying influential and noninfluential inputs; variance-based measures when model inputs are statistically dependent (and several other approaches that go beyond variance-based sensitivity measures); and a case study in R related to a COVID-19 epidemic model where the full workflow of sensitivity analysis combining several techniques is presented. This book is intended for engineers, researchers, and undergraduate students who use complex numerical models and have an interest in sensitivity analysis techniques and is appropriate for anyone with a solid mathematical background in basic statistical and probability theories who develops and uses numerical models in all scientific and engineering domains.

Discrete Choice Methods with Simulation

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Publisher : Cambridge University Press
ISBN 13 : 0521766559
Total Pages : 399 pages
Book Rating : 4.5/5 (217 download)

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Book Synopsis Discrete Choice Methods with Simulation by : Kenneth Train

Download or read book Discrete Choice Methods with Simulation written by Kenneth Train and published by Cambridge University Press. This book was released on 2009-07-06 with total page 399 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes the new generation of discrete choice methods, focusing on the many advances that are made possible by simulation. Researchers use these statistical methods to examine the choices that consumers, households, firms, and other agents make. Each of the major models is covered: logit, generalized extreme value, or GEV (including nested and cross-nested logits), probit, and mixed logit, plus a variety of specifications that build on these basics. Simulation-assisted estimation procedures are investigated and compared, including maximum stimulated likelihood, method of simulated moments, and method of simulated scores. Procedures for drawing from densities are described, including variance reduction techniques such as anithetics and Halton draws. Recent advances in Bayesian procedures are explored, including the use of the Metropolis-Hastings algorithm and its variant Gibbs sampling. The second edition adds chapters on endogeneity and expectation-maximization (EM) algorithms. No other book incorporates all these fields, which have arisen in the past 25 years. The procedures are applicable in many fields, including energy, transportation, environmental studies, health, labor, and marketing.

Routledge Handbook of Bounded Rationality

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Publisher : Routledge
ISBN 13 : 1317330803
Total Pages : 681 pages
Book Rating : 4.3/5 (173 download)

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Book Synopsis Routledge Handbook of Bounded Rationality by : Riccardo Viale

Download or read book Routledge Handbook of Bounded Rationality written by Riccardo Viale and published by Routledge. This book was released on 2020-12-02 with total page 681 pages. Available in PDF, EPUB and Kindle. Book excerpt: Herbert Simon’s renowned theory of bounded rationality is principally interested in cognitive constraints and environmental factors and influences which prevent people from thinking or behaving according to formal rationality. Simon’s theory has been expanded in numerous directions and taken up by various disciplines with an interest in how humans think and behave. This includes philosophy, psychology, neurocognitive sciences, economics, political science, sociology, management, and organization studies. The Routledge Handbook of Bounded Rationality draws together an international team of leading experts to survey the recent literature and the latest developments in these related fields. The chapters feature entries on key behavioural phenomena, including reasoning, judgement, decision making, uncertainty, risk, heuristics and biases, and fast and frugal heuristics. The text also examines current ideas such as fast and slow thinking, nudge, ecological rationality, evolutionary psychology, embodied cognition, and neurophilosophy. Overall, the volume serves to provide the most complete state-of-the-art collection on bounded rationality available. This book is essential reading for students and scholars of economics, psychology, neurocognitive sciences, political sciences, and philosophy.

Preference Learning

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Publisher : Springer Science & Business Media
ISBN 13 : 3642141250
Total Pages : 457 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Preference Learning by : Johannes Fürnkranz

Download or read book Preference Learning written by Johannes Fürnkranz and published by Springer Science & Business Media. This book was released on 2010-11-19 with total page 457 pages. Available in PDF, EPUB and Kindle. Book excerpt: The topic of preferences is a new branch of machine learning and data mining, and it has attracted considerable attention in artificial intelligence research in previous years. It involves learning from observations that reveal information about the preferences of an individual or a class of individuals. Representing and processing knowledge in terms of preferences is appealing as it allows one to specify desires in a declarative way, to combine qualitative and quantitative modes of reasoning, and to deal with inconsistencies and exceptions in a flexible manner. And, generalizing beyond training data, models thus learned may be used for preference prediction. This is the first book dedicated to this topic, and the treatment is comprehensive. The editors first offer a thorough introduction, including a systematic categorization according to learning task and learning technique, along with a unified notation. The first half of the book is organized into parts on label ranking, instance ranking, and object ranking; while the second half is organized into parts on applications of preference learning in multiattribute domains, information retrieval, and recommender systems. The book will be of interest to researchers and practitioners in artificial intelligence, in particular machine learning and data mining, and in fields such as multicriteria decision-making and operations research.

Applying Quantitative Bias Analysis to Epidemiologic Data

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Publisher : Springer Science & Business Media
ISBN 13 : 0387879595
Total Pages : 200 pages
Book Rating : 4.3/5 (878 download)

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Book Synopsis Applying Quantitative Bias Analysis to Epidemiologic Data by : Timothy L. Lash

Download or read book Applying Quantitative Bias Analysis to Epidemiologic Data written by Timothy L. Lash and published by Springer Science & Business Media. This book was released on 2011-04-14 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: Bias analysis quantifies the influence of systematic error on an epidemiology study’s estimate of association. The fundamental methods of bias analysis in epi- miology have been well described for decades, yet are seldom applied in published presentations of epidemiologic research. More recent advances in bias analysis, such as probabilistic bias analysis, appear even more rarely. We suspect that there are both supply-side and demand-side explanations for the scarcity of bias analysis. On the demand side, journal reviewers and editors seldom request that authors address systematic error aside from listing them as limitations of their particular study. This listing is often accompanied by explanations for why the limitations should not pose much concern. On the supply side, methods for bias analysis receive little attention in most epidemiology curriculums, are often scattered throughout textbooks or absent from them altogether, and cannot be implemented easily using standard statistical computing software. Our objective in this text is to reduce these supply-side barriers, with the hope that demand for quantitative bias analysis will follow.

Simple Heuristics that Make Us Smart

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Author :
Publisher : Oxford University Press
ISBN 13 : 0190286768
Total Pages : 432 pages
Book Rating : 4.1/5 (92 download)

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Book Synopsis Simple Heuristics that Make Us Smart by : Gerd Gigerenzer

Download or read book Simple Heuristics that Make Us Smart written by Gerd Gigerenzer and published by Oxford University Press. This book was released on 2000-10-12 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: Simple Heuristics That Make Us Smart invites readers to embark on a new journey into a land of rationality that differs from the familiar territory of cognitive science and economics. Traditional views of rationality tend to see decision makers as possessing superhuman powers of reason, limitless knowledge, and all of eternity in which to ponder choices. To understand decisions in the real world, we need a different, more psychologically plausible notion of rationality, and this book provides it. It is about fast and frugal heuristics--simple rules for making decisions when time is pressing and deep thought an unaffordable luxury. These heuristics can enable both living organisms and artificial systems to make smart choices, classifications, and predictions by employing bounded rationality. But when and how can such fast and frugal heuristics work? Can judgments based simply on one good reason be as accurate as those based on many reasons? Could less knowledge even lead to systematically better predictions than more knowledge? Simple Heuristics explores these questions, developing computational models of heuristics and testing them through experiments and analyses. It shows how fast and frugal heuristics can produce adaptive decisions in situations as varied as choosing a mate, dividing resources among offspring, predicting high school drop out rates, and playing the stock market. As an interdisciplinary work that is both useful and engaging, this book will appeal to a wide audience. It is ideal for researchers in cognitive psychology, evolutionary psychology, and cognitive science, as well as in economics and artificial intelligence. It will also inspire anyone interested in simply making good decisions.