Prediction, Learning, and Games


Book Description

This important text and reference for researchers and students in machine learning, game theory, statistics and information theory offers a comprehensive treatment of the problem of predicting individual sequences. Unlike standard statistical approaches to forecasting, prediction of individual sequences does not impose any probabilistic assumption on the data-generating mechanism. Yet, prediction algorithms can be constructed that work well for all possible sequences, in the sense that their performance is always nearly as good as the best forecasting strategy in a given reference class. The central theme is the model of prediction using expert advice, a general framework within which many related problems can be cast and discussed. Repeated game playing, adaptive data compression, sequential investment in the stock market, sequential pattern analysis, and several other problems are viewed as instances of the experts' framework and analyzed from a common nonstochastic standpoint that often reveals new and intriguing connections.




Computational Learning Theory


Book Description

This book is tailored for students and professionals as well as novices from other fields to mass spectrometry. It will guide them from the basics to the successful application of mass spectrometry in their daily research. Starting from the very principles of gas-phase ion chemistry and isotopic properties, it leads through the design of mass analyzers and ionization methods in use to mass spectral interpretation and coupling techniques. Step by step the readers will learn how mass spectrometry works and what it can do as a powerful tool in their hands. The book comprises a balanced mixture of practice-oriented information and theoretical background. The clear layout, a wealth of high-quality figures and a database of exercises and solutions, accessible via the publisher's web site, support teaching and learning.




The Oxford Handbook of the Economics of Gambling


Book Description

There is growing interest among academics and policymakers in the economics of gambling, which has been stimulated by major regulatory and tax changes in the U.S., U.K. Continental Europe, Asia, Australia and elsewhere. Unfortunately, there is no comprehensive source of path-breaking research on this topic. To fill this gap, we commissioned chapters from leading economists on all aspects of gambling research. Topics covered include the optimal taxation structure for various forms of gambling, factors influencing the demand and supply of gambling services, forecasting of gambling trends, regulation of gambling, the efficiency of racetrack and sports betting markets, gambling prevalence and behavior, modeling the demand for gambling services, the economic impact of gambling, substitution and complementarities among different types of gambling activity, and the relationship between gambling and other sectors of the economy. These are all important issues, with significant global implications. Specifically, we divide the Handbook into sections on casinos, sports betting, horserace betting, betting strategy, motivation, behavior and decision-making in betting markets, prediction markets and political betting, and lotteries and gambling machines




Problem Gambling


Book Description

Problem gambling is a perennial issue frequently reported in the media. This book is a comprehensive and up-to-date resource on problem gambling research. It describes the state of the art of the subject and presents the latest developments such as computer modelling of gambling behaviour and risk profiles of gambling products.




What's Luck Got to Do with It?


Book Description

The hazards of feeling lucky in gambling Why do so many gamblers risk it all when they know the odds of winning are against them? Why do they believe dice are "hot" in a winning streak? Why do we expect heads on a coin toss after several flips have turned up tails? What's Luck Got to Do with It? takes a lively and eye-opening look at the mathematics, history, and psychology of gambling to reveal the most widely held misconceptions about luck. It exposes the hazards of feeling lucky, and uses the mathematics of predictable outcomes to show when our chances of winning are actually good. Mathematician Joseph Mazur traces the history of gambling from the earliest known archaeological evidence of dice playing among Neolithic peoples to the first systematic mathematical studies of games of chance during the Renaissance, from government-administered lotteries to the glittering seductions of grand casinos, and on to the global economic crisis brought on by financiers' trillion-dollar bets. Using plenty of engaging anecdotes, Mazur explains the mathematics behind gambling—including the laws of probability, statistics, betting against expectations, and the law of large numbers—and describes the psychological and emotional factors that entice people to put their faith in winning that ever-elusive jackpot despite its mathematical improbability. As entertaining as it is informative, What's Luck Got to Do with It? demonstrates the pervasive nature of our belief in luck and the deceptive psychology of winning and losing. Some images inside the book are unavailable due to digital copyright restrictions.




Comparative Psychology for Clinical Psychologists and Therapists


Book Description

Featuring animal research, from pigeons to primates, this book explains how comparative psychology can enrich our insights into human psychological processes. Each chapter covers a different clinical disorder or problem commonly encountered by clinical psychologists and therapists, including depression, autism and social communication disorders, substance abuse and obesity, and reviews related research into animal behaviors. Revealing how animal models can grant psychologists a better understanding of the motivations and causes for behaviors that are impossible or challenging to study in humans, the authors suggest interventions, drawn from research findings in comparative psychology, that can effectively address psychological disorders in humans.




Twenty Years After the Iowa Gambling Task: Rationality, Emotion, and Decision-Making


Book Description

The world is full of uncertainty. In unpredictable circumstances, can emotions facilitate advantageous decision-making? A neuroscience team, led by Antonio Damasio, explored this question using the Iowa Gambling Task (IGT). To the present day, the findings of numerous IGT-related investigations strongly influence clinical and interdisciplinary research, for example, in neuroeconomics and neuromarketing. This special issue examines IGT-based research progress over the past 20 years through literature reviews, clinical examinations, model construction, theoretical integration, and brain imaging technology. Both supportive and opposing viewpoints are provided to frame correlations between rationality, emotion, decision-making, and IGT. Potential future directions for IGT studies are discussed




The Behavioral Addictions


Book Description

The Behavioral Addictions provides a pragmatic and engaging guide to help clinicians understand and contextualize conditions that may not be clearly delineated in the DSM-5 diagnostic system. Although not accorded a specific classification, the behaviors addressed in this book share the accepted hallmarks of addiction—continued engagement in an action despite negative consequences and loss of control over one’s own life. The editors begin with an overview of the behavioral addictions from neurobiological, theoretical, clinical, and forensic perspectives and then present 12 case studies focused on a variety of behaviors, from exercising to Internet gaming and from kleptomania to tanning. These real-life case studies are both fascinating and instructive, and along with accompanying videos, they help trainees and practicing clinicians alike to digest current research and gain “hands-on” experience with the diagnosis and treatment of these conditions. In the realm of behavioral addictions, there is much work to be done: figuring out reliable diagnostic criteria, building useful assessment tools, and developing effective psychosocial and pharmacological treatments, to name a few critical tasks. The Behavioral Addictions is an indispensable, case-based resource to guide clinicians in this rapidly changing field.




Bet the House


Book Description

During the course of 30 days in early 2009, Richard Roeper risked more than a quarter million dollars on practically every method of gambling in America. This title both celebrates and details the pitfalls and lures through Roeper's stories about his lifelong affair with gambling.