This volume shows how to invest assets over time to achieve satisfactory returns subject to uncertainties, various constraints and liability commitments. The papers utilize several approaches and integrate a number of techniques as well as discussing a variety of models that have either been implemented, are close to being implemented or represent new innovative approaches that may lead to future novel applications, that is, financial engineering. This is essential reading for all involved in analyzing the financial markets.

The study of security market imperfections, namely, the predictability of equity stock returns, is one of the fundamental research areas in financial modeling. In this book leading academics and investment researchers provide a complete and current account of work in this area, including both cross-sectional and time series analyses, as well as measurement of risk and prediction models that have been used by institutional investors. The case studies cover many worldwide markets including the United States, Japan, Asia, and Europe. Invaluable for courses in financial engineering, investment and portfolio management, the volume is also a superb reference for investment professionals seeking an up-to-date source on return predictability.

This volume provides the definitive treatment of fortune's formula or the Kelly capital growth criterion as it is often called. The strategy is to maximize long run wealth of the investor by maximizing the period by period expected utility of wealth with a logarithmic utility function. Mathematical theorems show that only the log utility function maximizes asymptotic long run wealth and minimizes the expected time to arbitrary large goals. In general, the strategy is risky in the short term but as the number of bets increase, the Kelly bettor's wealth tends to be much larger than those with essentially different strategies. So most of the time, the Kelly bettor will have much more wealth than these other bettors but the Kelly strategy can lead to considerable losses a small percent of the time. There are ways to reduce this risk at the cost of lower expected final wealth using fractional Kelly strategies that blend the Kelly suggested wager with cash. The various classic reprinted papers and the new ones written specifically for this volume cover various aspects of the theory and practice of dynamic investing. Good and bad properties are discussed, as are fixed-mix and volatility induced growth strategies. The relationships with utility theory and the use of these ideas by great investors are featured.

This book is a collection of applications of analytic techniques to a number of popular sports including baseball, basketball, hockey, Jai Alai, NFL football and horseracing. We focus on both the statistics of the sporting events and betting strategies on the events. The subject is fascinating as there are many twists and subtle complicated decisions.Sports analytics applies mathematical and statistical methods to important questions in the structure and performance of sporting activities using the same basic methods and approaches as data analysts in other disciplines.Sports games and events are a fruitful area for study and to evaluate betting strategies as there is extensive data and mean reversion. With prices changing continuously, risk arbitrage bets can be made. Moreover, little errors, like a penalty to a player or an error in a call by a referee, can change the score of a game and corresponding betting prices. The collection and analysis of in-game data can inform players, coaches and staff on effective decision making during sporting events.Novel features of the book include: an analysis of who were the greatest baseball batters; analyses of the players most important to team success (and they are not necessarily the best players) in basketball, NFL football and hockey; a tutorial on risk arbitrage and its applications to NFL football and NBA basketball; a discussion of many ad hoc decision rules by coaches and players and what was really optimal; in the racing section we discuss breeding, the analysis of various bets like the Rainbow and ordinary Pick 6, a discussion and betting on the most important races and a visit to the Breeders' Cup with Ed Thorp to demonstrate the place and show system in action.

This book is a collection of applications of analytic techniques to a number of popular sports including baseball, basketball, hockey, Jai Alai, NFL football and horseracing. We focus on both the statistics of the sporting events and betting strategies on the events. The subject is fascinating as there are many twists and subtle complicated decisions.Sports analytics applies mathematical and statistical methods to important questions in the structure and performance of sporting activities using the same basic methods and approaches as data analysts in other disciplines.Sports games and events are a fruitful area for study and to evaluate betting strategies as there is extensive data and mean reversion. With prices changing continuously, risk arbitrage bets can be made. Moreover, little errors, like a penalty to a player or an error in a call by a referee, can change the score of a game and corresponding betting prices. The collection and analysis of in-game data can inform players, coaches and staff on effective decision making during sporting events.Novel features of the book include: an analysis of who were the greatest baseball batters; analyses of the players most important to team success (and they are not necessarily the best players) in basketball, NFL football and hockey; a tutorial on risk arbitrage and its applications to NFL football and NBA basketball; a discussion of many ad hoc decision rules by coaches and players and what was really optimal; in the racing section we discuss breeding, the analysis of various bets like the Rainbow and ordinary Pick 6, a discussion and betting on the most important races and a visit to the Breeders' Cup with Ed Thorp to demonstrate the place and show system in action.

This book introduces the readers to the rapidly growing literature and latest results on financial, fundamental and seasonal anomalies, stock selection modeling and portfolio management. Fifty years ago, finance professors taught the Efficient Markets Hypothesis which states that the average investor could not outperform the stock market based on technical, seasonal and fundamental data. Many, if not most faculty and investors, no longer share that opinion. In this book, the authors report original empirical evidence that applied investment research can produce statistically significant stock selection and excess portfolio returns in the US, and larger excess returns in international and emerging markets.

This book consists of invaluable introductions, tutorials and problems which are helpful for teaching purposes and have a very broad appeal and usage. The problems cover many aspects of static and dynamic portfolio theory as well as other important subjects such as arbitrage and asset pricing, utility theory, stochastic dominance, risk aversion and static portfolio theory, risk measures, dynamic portfolio theory and asset allocation. This material could be used with important books that cover these topics including MacLean-Ziemba's The Handbook of the Fundamentals of Financial Decision Making, and Ziemba-Vickson's Stochastic Optimization Models in Finance.

This volume provides the definitive treatment of fortune's formula or the Kelly capital growth criterion as it is often called. The strategy is to maximize long run wealth of the investor by maximizing the period by period expected utility of wealth with a logarithmic utility function. Mathematical theorems show that only the log utility function maximizes asymptotic long run wealth and minimizes the expected time to arbitrary large goals. In general, the strategy is risky in the short term but as the number of bets increase, the Kelly bettor's wealth tends to be much larger than those with essentially different strategies. So most of the time, the Kelly bettor will have much more wealth than these other bettors but the Kelly strategy can lead to considerable losses a small percent of the time. There are ways to reduce this risk at the cost of lower expected final wealth using fractional Kelly strategies that blend the Kelly suggested wager with cash. The various classic reprinted papers and the new ones written specifically for this volume cover various aspects of the theory and practice of dynamic investing. Good and bad properties are discussed, as are fixed-mix and volatility induced growth strategies. The relationships with utility theory and the use of these ideas by great investors are featured.

The three coeditors knew John Butterworth for many years and had worked closely with him on a number of research projects. We respected him as a valuable colleague and friend. We were greatly saddened by his untimely death. This book is an attempt to remember him. We dedicate the volume to John with thanks for the contributions he made to our research, to the Faculty of Commerce and Business Administration at the University of British Columbia, and to the accounting profession. This volume contains twelve invited papers on the general topic of the economic theory of information and contracts. We asked leading scholars who had known John to contribute papers. The response was very gratifying. The authors provided us with new strong research papers that should make a lasting contribution to the accounting and information economics research literature, and make us all proud to have put this volume together. The research papers in the volume are in three sections: information evaluation in multi person conte)l: ts; contracting in agencies under moral hazard; and contracting in agencies with private information. We begin part I with Jerry Feltham's review of John Butterworth's pioneering contributions to the accounting and information economics literature. This is followed by an introduction to the papers in the volume and the papers themselves.

The Handbooks in Finance are intended to be a definitive source for comprehensive and accessible information in the field of finance. Each individual volume in the series presents an accurate self-contained survey of a sub-field of finance, suitable for use by finance and economics professors and lecturers, professional researchers, graduate students and as a teaching supplement.
It is fitting that the series Handbooks in Finance devotes a handbook to Asset and Liability Management. Volume 2 focuses on applications and case studies in asset and liability management.
The growth in knowledge about practical asset and liability modeling has followed the popularity of these models in diverse business settings. This volume portrays ALM in practice, in contrast to Volume 1, which addresses the theories and methodologies behind these models. In original articles practitioners and scholars describe and analyze models used in banking, insurance, money management, individual investor financial planning, pension funds, and social security. They put the traditional purpose of ALM, to control interest rate and liquidity risks, into rich and broad-minded frameworks. Readers interested in other business settings will find their discussions of financial institutions both instructive and revealing.
* Focuses on pragmatic applications
* Relevant to a variety of risk-management industries
* Analyzes models used in most financial sectors

This first volume of the Handbook of Asset and Liability Management presents the theories and methods supporting models that align a firm's operations and tactics with its uncertain environment. Detailing the symbiosis between optimization tools and financial decision-making, its original articles cover term and volatility structures, interest rates, risk-return analysis, dynamic asset allocation strategies in discrete and continuous time, the use of stochastic programming models, bond portfolio management, and the Kelly capital growth theory and practice. They effectively set the scene for Volume Two by showing how the management of risky assets and uncertain liabilities within an integrated, coherent framework remains the core problem for both financial institutions and other business enterprises as well.
*Each volume presents an accurate survey of a sub-field of finance
*Fills a substantial gap in this field
*Broad in scope

The three coeditors knew John Butterworth for many years and had worked closely with him on a number of research projects. We respected him as a valuable colleague and friend. We were greatly saddened by his untimely death. This book is an attempt to remember him. We dedicate the volume to John with thanks for the contributions he made to our research, to the Faculty of Commerce and Business Administration at the University of British Columbia, and to the accounting profession. This volume contains twelve invited papers on the general topic of the economic theory of information and contracts. We asked leading scholars who had known John to contribute papers. The response was very gratifying. The authors provided us with new strong research papers that should make a lasting contribution to the accounting and information economics research literature, and make us all proud to have put this volume together. The research papers in the volume are in three sections: information evaluation in multi person conte)l: ts; contracting in agencies under moral hazard; and contracting in agencies with private information. We begin part I with Jerry Feltham's review of John Butterworth's pioneering contributions to the accounting and information economics literature. This is followed by an introduction to the papers in the volume and the papers themselves.

Alex Cowie As the twentieth century draws to a close, one of our greatest problems is the availability of energy. One way to study the energy problem is to resolve it into four areas; energy demand, energy sources, transportation of energy from sources to demand centers, and the optimal allocation of energy forms to demands. Each of these areas is extremely complex by itself. When efforts are made to tie them together, for example, to produce a National Policy, the complexities are compounded. Another way to study the energy problem, because of its political and so cial consequences, is to resolve it into geographical areas. Individual prov inces of Canada or states of the United States will have their concerns about energy within their geographical boundaries. As producer, consumer, or both, each wants to ensure an energy development program which will work to the maximum benefit of its citizens. Similarly, countries endeavor to pro tect their citizens and undertake energy policies that will assure either a con tinuation of the existing quality of life or - particularly in the case of "Third World" countries - a marked improvement in quality of life. These competing and conflicting goals call for a study which encompasses the whole world. Again, complexity is piled upon complexity. If the prob lem is not yet sufficiently complex, there is an equally complex question of the effect of energy production and use on the ecology."

Over the last three decades, wine economics has emerged as a growing field within agricultural economics, but also in other fields such as finance, trade, growth, environmental economics and industrial organization. Wine has a few characteristics that differentiate it from other agricultural commodities, rendering it an interesting topic for economists in general. Fine wine can regularly fetch bottle prices that exceed several thousand dollars. It can be stored a long time and may increase in value with age. Fine wine quality and prices are extraordinarily sensitive to fluctuations in the weather of the year in which the grapes were grown. And wine is an experience good, i.e., its quality cannot be ascertained before consumption. As a result, consumers often rely on 'expert opinion' regarding quality and maturation prospects.This handbook takes a broad approach and familiarizes the reader with the main research strands in wine economics.After a general introduction to wine economics by Karl Storchmann, Volume 1 focuses on the core areas of wine economics. The first papers shed light on the relevance of the vineyard's natural environment for wine quality and prices. 'Predicting the Quality and Prices of Bordeaux Wine' by Orley Ashenfelter is a classic paper and may be the first wine economics publication ever. Ashenfelter shows how weather influences the quality and the price of Bordeaux Grands Crus wine. Since the weather condition of the year when the grapes were grown is known, an econometric analysis may be constructed. It turns out this model outperforms expert opinion, i.e., critical vintage scores. At best, expert opinion reflects public information. The subsequent papers, by Ashenfelter and Storchmann, Gergaud and Ginsburgh, and Cross, Plantinga and Stavins, tackle the terroir question. That is, they examine the relevance of a vineyard's physical characteristics for wine quality and prices, but from various dimensions and with different results. Next, Alston et al. analyze a question of great concern in the California wine industry: the causes and consequences of the rising alcohol content in California wine. Is climate change the culprit?The next chapter presents three papers that apply hedonic price analyses to fine wine. Combris, Lecocq and Visser show that Bordeaux wine market prices are essentially determined by the wines' objective characteristics. Costanigro, McCluskey and Mittelhammer differentiate their hedonic analysis for various market segments. Ali and Nauges incorporate reputational variables into their pricing model and distinguish between short- and long-run price effects.The next section of this volume deals with one of the unique characteristics of wine - its long storage life, which makes it potentially an investment asset. Studying wine's increasing role as an alternative asset class, Sanning et al., Burton and Jacobsen, Masset and Weisskopf, Masset and Henderson, and Fogarty all examine the rate of return to holding wine as well as the related risks. Since these papers analyze different wines and different time periods there is no 'one message.' However, all point out that, while wine may diversify an investor's portfolio, wine's returns do not beat common stock in the long run.The last two chapters examine the role of wine experts. First, Ashenfelter and Quandt revisit the 1976 'Judgment of Paris' and show that aggregating the assessments of several judges should go beyond 'adding points.' Depending on the method employed, the results may vary, and some measure of statistical precision is essential for interpreting the reliability of the results. In two different papers, Cicchetti and Quandt respond to the necessity to provide statistical tools for the assessment of wine tastings.In a seminal paper, Hodgson reports a remarkable field experiment in which similar wines were placed before judges at a major competition. The results have the shocking implication that how medals are awarded at a major California wine fair is not far from being random. Ashton analyzes the performance of professional wine judges and finds little support for the idea that experienced wine judges should be regarded as experts.Do experts scores influence the price of wine? The answer to this question is less obvious then commonly thought since expert opinion oftentimes only repeats public information such as wine quality that results from the weather that produced the wine grapes. Hadj Ali, Lecocq, and Visser as well as Dubois and Nauges find that high critical scores exert only small effects on wine prices. However, Roberts and Reagans show that a high critical exposure reduces the price-quality dispersion of wineries.Lecocq and Visser analyze wine prices and find that 'characteristics that are directly revealed to the consumer upon inspection of the bottle and its label explain the major part of price differences.' Expert opinion and sensory variables appear to play only a minor role. In an experimental setting using two Vickrey auctions, Combris, Lange and Issanchou confirm the leading role of public information, i.e., the label remains a key determinant for champagne prices. In a provocative and widely discussed study drawing on blind tasting results of some 5,000 wines, Goldstein and collaborators find that most consumers prefer less expensive over expensive wine.Finally, Weil examines the value of expert wine descriptions and lets several hundred subjects match the wines and their descriptors. His results suggest that the ability to assign a certain description to the matching wine is more or less random.Volume 2 covers the topics reputation, regulation, auctions, and market organizational. Landon and Smith, Anderson and Schamel, and Schamel analyze the impact of current quality and reputation (i.e., past quality) on wine prices from different regions. Their results suggest that prices are more influenced by reputation than by current quality. Costanigro, McCluskey and Goemans develop a nested framework for jointly examining the effects of product, firm and collective reputation on market prices.The following four papers deal with regulatory issues in the US as well as in Europe. While Riekoff and Sykuta shed light on the politics and economics of the three-tier system of alcohol distribution and the prohibition of direct wine shipments in the US, Deconinck and Swinnen analyze the European planting rights system. The political economy of European wine regulation is then covered by Melonie and Swinnen, before Anderson and Jensen shed light on Europe's complex system of wine industry subsidies.The next chapter is devoted to wine auctions. In three different papers, Fevrier, Roos and Visser, Ashenfelter, and Ginsburgh analyze the effects of specific auction designs on the resulting hammer prices. The papers focus on multi-unit ascending auctions, absentee bidders, and declining price anomalies.The last chapter, supply and organization, is devoted to a wide range of issues. First, Heien illuminates the price formation process in the California winegrape industry. Then, Frick analyzes if and how the separation of ownership and control affects the performance of German wineries.Vink, Kleynhans and Willem Hoffmann introduce us to various models of wine barrel financing, particularly to the Vincorp model employed in South Africa. Galbreath analyzes the role of women in the wine industry. He finds that (1) women are underrepresented and (2) that the presence of a female CEO increases the likelihood of women in winemaker, viticulturist, and marketing roles in that firm. Gokcekus, Hewstone, and Cakal draw on crowdsourced wine evaluations, i.e., Wine Tracker data, and show that private wine assessments are largely influenced by peer scores lending support to the assumption of the presence of a strong herding effect.Mahenc refers to the classic model of information asymmetries and develops a theoretical model highlighting the role of informed buyers in markets that are susceptible to the lemons problem. Lastly, in their paper 'Love or Money?' Scott, Morton and Podolny analyze how the presence of hobby winemakers may distort market outcomes. Hobby winemakers produce higher quality wines, charge higher prices, and enjoy lower financial returns than professional for-profit winemakers. As a result, profit-oriented winemakers are discouraged from locating at the high-quality end of the market.

The volume provides information on the career and life of Marida Bertocchi, and is representative of her broad research interests on the development of numerical algorithms and their applications in energy, finance and logistics. It includes some of her early publications, her significant papers on the development and application of stochastic optimization to financial and logistics problems, and her later work on robust optimization for risk management in renewable energy systems, finance and logistics and modelling mortality risk.

The volume provides information on the career and life of Marida Bertocchi, and is representative of her broad research interests on the development of numerical algorithms and their applications in energy, finance and logistics. It includes some of her early publications, her significant papers on the development and application of stochastic optimization to financial and logistics problems, and her later work on robust optimization for risk management in renewable energy systems, finance and logistics and modelling mortality risk.

This book introduces the readers to the rapidly growing literature and latest results on financial, fundamental and seasonal anomalies, stock selection modeling and portfolio management. Fifty years ago, finance professors taught the Efficient Markets Hypothesis which states that the average investor could not outperform the stock market based on technical, seasonal and fundamental data. Many, if not most faculty and investors, no longer share that opinion. In this book, the authors report original empirical evidence that applied investment research can produce statistically significant stock selection and excess portfolio returns in the US, and larger excess returns in international and emerging markets.

Exotic Betting at the Racetrack is unique as it covers the efficient-inefficient strategy to price and find profitable racetrack bets, along with handicapping that provides actual bets made by the author on essentially all of the major wagers offered at US racetracks. The book starts with efficiency, accuracy of the win odds, arbitrage, and optimal betting strategies. Examples and actual bets are shown for various wagers including win, place and show, exacta, quinella, double, trifecta, superfecta, Pick 3, 4 and 6 and rainbow pick 5 and 6. There are discussions of major races including the Breeders' Cup, Pegasus, Dubai World Cup and the US Triple Crown from 2012-2018. Dosage analysis is also described and used. An additional feature concerns great horses such as the great mares Rachel Alexandra, Zenyatta, Goldikova, Treve, Beholder and Song Bird. There is a discussion of horse ownership and a tour through arguably the world's top trainer Frederico Tesio and his stables and horses in Italy.Related Link(s)

This guidebook presents historical and new material to assist the reader to understand NFL game strategies and provides a winning betting strategy. The authors, William Ziemba and Leonard MacLean are professors, traders, financial analysts and sports enthusiasts. They covered ideas like the game's strategies, and shared their wealth of personal experience analyzing the regular season, the playoffs and the Super Bowls in the years 2010-2017. The results of their actual betting for the 2009-10 to the 2017-18 seasons are provided. The authors concluded the book with a forecast for the 2018-2019 season. They determine the players most valuable to win the games, discuss crucial decisions and provide prediction methodology. The authors concluded with a forecast of the top teams, players and odds to win the 53rd Super Bowl.

Exotic Betting at the Racetrack is unique as it covers the efficient-inefficient strategy to price and find profitable racetrack bets, along with handicapping that provides actual bets made by the author on essentially all of the major wagers offered at US racetracks. The book starts with efficiency, accuracy of the win odds, arbitrage, and optimal betting strategies. Examples and actual bets are shown for various wagers including win, place and show, exacta, quinella, double, trifecta, superfecta, Pick 3, 4 and 6 and rainbow pick 5 and 6. There are discussions of major races including the Breeders' Cup, Pegasus, Dubai World Cup and the US Triple Crown from 2012-2018. Dosage analysis is also described and used. An additional feature concerns great horses such as the great mares Rachel Alexandra, Zenyatta, Goldikova, Treve, Beholder and Song Bird. There is a discussion of horse ownership and a tour through arguably the world's top trainer Frederico Tesio and his stables and horses in Italy.Related Link(s)

This guidebook presents historical and new material to assist the reader to understand NFL game strategies and provides a winning betting strategy. The authors, William Ziemba and Leonard MacLean are professors, traders, financial analysts and sports enthusiasts. They covered ideas like the game's strategies, and shared their wealth of personal experience analyzing the regular season, the playoffs and the Super Bowls in the years 2010-2017. The results of their actual betting for the 2009-10 to the 2017-18 seasons are provided. The authors concluded the book with a forecast for the 2018-2019 season. They determine the players most valuable to win the games, discuss crucial decisions and provide prediction methodology. The authors concluded with a forecast of the top teams, players and odds to win the 53rd Super Bowl.