Leonard C MacLean

William T Ziemba

Edward O Thorp

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.Contents: "The Early Ideas and Contributions: "Introduction to the Early Ideas and ContributionsExposition of a New Theory on the Measurement of Risk (translated by Louise Sommer) "(D Bernoulli)"A New Interpretation of Information Rate "(J R Kelly, Jr)"Criteria for Choice among Risky Ventures "(H A Latan)"Optimal Gambling Systems for Favorable Games "(L Breiman)"Optimal Gambling Systems for Favorable Games "(E O Thorp)"Portfolio Choice and the Kelly Criterion "(E O Thorp)"Optimal Investment and Consumption Strategies under Risk for a Class of Utility Functions "(N H Hakansson)"On Optimal Myopic Portfolio Policies, with and without Serial Correlation of Yields "(N H Hakansson)"Evidence on the ?Growth-Optimum-Model? "(R Roll)""Classic Papers and Theories: "Introduction to the Classic Papers and TheoriesCompetitive Optimality of Logarithmic Investment "(R M Bell and T M Cover)"A Bound on the Financial Value of Information "(A R Barron and T M Cover)"Asymptotic Optimality and Asymptotic Equipartition Properties of Log-Optimum Investment "(P H Algoet and T M Cover)"Universal Portfolios "(T M Cover)"The Cost of Achieving the Best Portfolio in Hindsight "(E Ordentlich and T M Cover)"Optimal Strategies for Repeated Games "(M Finkelstein and R Whitley)"The Effect of Errors in Means, Variances and Co-Variances on Optimal Portfolio Choice "(V K Chopra and W T Ziemba)"Time to Wealth Goals in Capital Accumulation "(L C MacLean, W T Ziemba, and Y Li)"Survival and Evolutionary Stability of Rule the Kelly "(I V Evstigneev, T Hens, and K R Schenk-Hopp)"Application of the Kelly Criterion to Ornstein-Uhlenbeck Processes "(Y Lv and B K Meister)""The Relationship of Kelly Optimization to Asset Allocation: "Introduction to the Relationship of Kelly Optimization to Asset AllocationSurvival and Growth with a Liability: Optimal Portfolio Strategies in Continuous Time "(S Browne)"Growth versus Security in Dynamic Investment Analysis "(L C MacLean, W T Ziemba, and G Blazenko)"Capital Growth with Security "(L C MacLean, R Sanegre, Y Zhao, and W T Ziemba)"

The Kelly Capital Growth Investment Criterion

Donald B Hausch

Victor S Y Lo

A reprint of one of the classic volumes on racetrack efficiency, this book is the only one in its field that deals with the racetrack betting market in-depth, containing all the important historical papers on racetrack efficiency. As evidenced by the collection of articles, the understanding of racetrack betting is clearly drawn from, and has correspondingly returned something to, all the fields of psychology, economics, finance, statistics, mathematics and management science.

Efficiency Of Racetrack Betting Markets (2008 Edition)

Rachel E S Ziemba

This book discusses many key topics in investment and risk management, the global economic situation and the shift in global investment strategies. It was largely written during the period of 2007-12, one of the most tumultuous times in global financial markets which called into question not only tenets of economic forecasting and also asset allocation and return strategies. It contains studies of how investors lose money in derivative markets, examples of those who did not and how these disasters could have been prevented. The authors draw some conclusions on the impact of the structural shifts currently underway in the global economy as well as how cyclical trends will affect these industries, the globe and key sectors. The authors zoom in on key growth areas, including emerging markets, their interlinkages and financial trends. The book also covers risk arbitrage and mean reversion strategies in financial and sports betting markets, plus incentives, volatility aspects, risk taking and investments strategies used by hedge funds and university endowments. Topics such as stock market crash predictions, asset liability planning models, various players in financial markets and the evaluation of the greatest investors are also discussed. The book presents tools and case studies of real applications for analyzing a wide variety of investment returns and better assessing the risks which many investors have preferred to ignore in the search of returns. Many security market regularities or anomalies are discussed including political party and January effects as is the process of building scenarios and using Kelly and fractional Kelly strategies to optimize returns. Contents:Key Concepts:Arbitrage, Risk Arbitrage and the Favorite-Longshot BiasThe Bond Stock Earnings Yield Differential ModelInvestor CampsHedge Funds, Sovereign Wealth Funds and Other Investment Agglomerations:Average Hedge Funds and Their EvaluationIncentives and Risk Taking in Hedge FundsEvaluating Superior Hedge FundsInvestment in Own-Company StockCutting Through the Hype on Sovereign Wealth FundsA New Age for LiquidityGovernment Owned Pensions: Asset Allocation and Governance IssuesUpdate on Yale's Approach to Endowment InvestingA Risk Arbitrage Convergence Trade: The Nikkei Put Warrant Market of 1989–90Kelly Capital Growth InvestingInnoALM, the Innovest Austrian Pension Fund Financial Planning ModelSeasonal Effects and Other Anomalies:Investing in the January Turn-of-the-Year Effect with Index FuturesThe January BarometerSell-in-May-and-Go-Away and the Effect of the Fed60–40 Pension Fund Mixes and Presidential Party EffectsVolatility, Correlation and Liquidity:Thoughts on the VIX Fear IndexChanging Correlations: Rising VIX and Violent Market MovesCan We Predict Stock Market Crashes?:Stock Market Crashes in 2006–2009: Were We Able to Predict Them?Three Mini Crashes in US and World Equity MarketsWhat Signals Worked and What Did Not, 1980–2009What Signals Worked and What Did Not, 1980–2009, Part IIWhat Signals Worked and What Did Not, 1980–2009, Part IIIHow to Lose Money in Derivatives and Examples of Those Who DidBubbles and Debt:Understanding the Financial Markets in the Subprime Era: The 2007/9 CrisisBubblesChina: Navigating the Olympic RisksTurkey's Juggling Act: Can It Live Up to Potential?Testing Resiliency: Protest and Natural DisastersIt's a Gas, Gas, Gas!Thoughts on the Current Market Environment, Risks and ReturnsWhat's Wrong with The US?Investing Around the WorldInvesting and Arbitrage in NFL Football and Horse Racing:Blunder or Correct Decision? The Belichick Decision to Go for It on 4th DownThe 2010 and 2011 Super Bowls and the Elo Ranking SystemRisk Arbitrage in the NFL 2012 Playoffs and the Super BowlThe One That Got Away: The Hitable $2 Million Pick 6 at the Breeders' CupTwo Super HorsesFarewell to the Queen and to the Princess of US Thoroughbred RacingThe Dr Z Place and Show Racetrack Betting Systems Past and Present Readership: Hedge fund managers, insurance managers, pension fund managers, mutual fund managers and other investment professionals and investors; students and researchers interested in risk management and investment management; investment strategies. Keywords:Hedge Funds;Sovereign Wealth Funds;Investment Agglomerations;Endowment Investing;Stock Market Crashes and Their Prediction;Global Economic Situation;Global Investment Strategies;Kelly and Fractional Kelly Wagering Strategies;Calendar Anomalies;Political Party;Time of Year EffectsKey Features:Contains case studies of great investment successes and blowouts to better assess explicit and implicit risks and mismatches in maturities and investment horizonDiscusses strategies used by the greatest investors to obtain their high returns and how these can be replicatedAnalyzes hedge fund concepts and performance including major fund disastersContains studies of pivotal economies that will shape the globe and investment prospects in years to comeReviews: "The prolific Ziembas have done it again! These days the markets may move like lightning but Rachel and Bill have no trouble keeping up. You don't need to look any further than this book for crucial information, insights and ideas." Paul Wilmott Mathematician and Author "Puzzled by today's markets and what to expect? Rachel and Bill Ziemba explain what has been happening and sharpen your thinking about future scenarios." Edward O Thorp Author of Beat the Dealer and Beat the Market

Investing in the Modern Age

Leonard C Maclean

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.

Sports Analytics

Great Investment Ideas is a collection of articles published in the Journal of Portfolio Management from 1993 to 2015. The book contains useful ideas for investment management and trading and discusses the methods, results and evaluation of great investors. It also covers important topics such as the effect of errors in means, variances and co-variances in portfolio selection problems, stock market crashes and stock market anomalies, portfolio theory and practice, evaluation theory, etc. This book is a must-have publication for investors and financial experts, researchers and graduate students in finance.

Great Investment Ideas

John B Guerard Jr

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.

Handbook Of Applied Investment Research

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)

William T Ziemba

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