JOIM: 2003
Volume 1, No. 1, First Quarter 2003
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Insight
Don’t Count On It! The Perils of Numeracy
Author John C. Bogle argues that the Information Age has given birth to a worship of hard numbers, and, in turn, the attitude that “If you cannot measure it, it doesn’t matter.” Mr. Bogle disagrees with this syllogism, and offers four “Perils of Numeracy,” detailing the threats that each pose not only to Corporate America, and to investors, but to our society at large.
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Article
Estimating Default Probabilities Implicit in Equity Prices
This paper uses a reduced form credit risk model to estimate default probabilities implicit in equity prices. For a cross-section of firms, a time-series regression of monthly equity returns is estimated. We show that it is feasible to infer the firm's probability of default implicit in equity returns. However, the existence of price bubbles and the difficulty in modeling equity price risk premium confound the estimation of these default probabilities, generating potentially biased estimates with large standard errors. Comparing these default intensities with those obtained from historical data or implicitly from debt prices confirms this result.
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Article
A Theory of Inflation
Inflation entails a loop running from prices to wages and back again from wages to prices. Change in inflation rates result from two types of intervention in that otherwise closed loop. Inflation surprise intervenes when the labor productivity of the marginal plant, hence the real wage, turns out different from what negotiators expected when they fixed the money wage. The second kind of intervention is quite predictable. Although changes in tradables prices affect money wages, changes in money wages don't affect tradables prices. The practical result is that the tradables inflation rate affects the home goods inflation rate, but not vice versa. In small, open economies, the predictable tradables effect is more important. In large, closed economies, the effect of real wage surprise on home goods price, is more important. In the many countries somewhere between the extremes, both inflation mechanisms are too important to ignore.
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Article
Great Moments in Financial Economics: I. Present Value
This is the first in a series of articles to appear in this Journal on the history of significant ideas in financial economics. Perhaps the most basic of these is the idea of present value. Early contributors include Johan de Witt (1671), the famous mathematician Abraham de Moivre (1725), and the famous scientist Edmund Halley (1761). But it was Irving Fisher who in 1930 laid the theoretical foundations behind the concept as a byproduct of the standard inter-temporal model of rational consumption choice. In 1938 John Burr Williams applied the model to the discounting of dividends and derived what later became known as the Gordon growth formula. -
Article
It’s 11PM – Do You Know Where Your Liquidity Is? The Mean-Variance Liquidity Frontier
We introduce liquidity into a mean-variance portfolio optimization framework by defining several measures of liquidity and then constructing three-dimensional mean-variance-liquidity frontiers in three ways - liquidity filtering, liquidity constraints, and a mean-variance-liquidity objective function. We show that portfolios close to each other on the traditional mean-variance efficient frontier can differ substantially in their liquidity characteristics. In a simple empirical example, the liquidity exposure of mean-variance efficient portfolios change dramatically from month to month, and even simple forms of liquidity optimization can yield significant benefits in reducing a portfolio's liquidity-risk exposure without sacrificing a great deal of expected return per unit risk.
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Article
Understanding Mutual Funds and Hedge Funds Styles Using Return-Based Style Analysis
We illustrate the use of return-based style analysis in practice using several examples. We demonstrate the importance of selecting the right style benchmarks and how the use of inappropriate style benchmarks may lead to wrong conclusions. We show how asset turnover and style graphs over time can be used to ensure right inference about the effective style of a fund, and how to extend return-based style analysis to analyze hedge fund styles. In the examples we consider, return-based style analysis provides insights not available through commonly used peer evaluation alone.
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Article
Segmentation, Illiquidity, and Returns
When investing in alternative assets, such as private equity or natural resources - which may be "locked-up" for prolonged periods of time - the question of compensation for illiquidity becomes important. No rational investor will choose the illiquid over the liquid asset unless he gets compensated for his loss of flexibility. We derive two approaches to model illiquidity compensation. In contrast to the ones most commonly seen in the literature, our methods do not analyze trading-based gains, which cannot be realized as a result of illiquidity. Rather, we investigate the implications of illiquidity for a long-term investor.
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Article
Private Equity Returns: An Empirical Examination Of The Exit of Venture-Backed Companies
In this paper we examine 52,322 financing rounds in 23,208 unique firms, over the period 1980 through 2000 by venture and buyouts funds and estimate the probability of exit, time to exit, exit multiples and the expected gains from private equity investments. The expected multiple (after accounting for dilution and the probability of exit) ranges from a low of 1.12 for late-stage firms to a high of 5.12 for firms financed in their early stages. We find that the gains from venture-backed investments depend upon the industry, the stage of the firm being financed, the valuation at the time of financing, and the prevailing market sentiment. Our study is a first step in understanding the risk premium required for the valuation of private equity investments.
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Survey & Crossover
Working Paper: The Internet and Investors
“Surveys& Crossovers” This section provides surveys of the literature in investment management or short papers exemplifying advances in finance that arise from the confluence with other fields. This section acknowledges current trends in technology, and the cross-disciplinary nature of the investment management business, while directing the reader to interesting and important recent work.
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Book Review
All About Hedge Funds
Trading and Exchanges
“Book Reviews” identifies important, and often popular, new books from a wide range of investment topics. Beyond providing a summary and review of the content and style of the books, “Book Reviews” seeks to contribute to a conscious, critical, and informed approach to investment literature.
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Survey & Crossover
Corporate Earnings and Credit Debacles
“Surveys& Crossovers” This section provides surveys of the literature in investment management or short papers exemplifying advances in finance that arise from the confluence with other fields. This section acknowledges current trends in technology, and the cross-disciplinary nature of the investment management business, while directing the reader to interesting and important recent work.
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Practitioner's Digest
Practitioner’s Digest • Vol. 1, No. 1
The “Practitioners Digest” emphasizes the practical significance of manuscripts featured in the “Insights” and “Articles” sections of the journal. Readers who are interested in extracting the practical value of an article, or who are simply looking for a summary, may look to this section.
Volume 1, No. 2, Second Quarter 2003
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Insight
Phase Shifts
The physical world is composed of phase shifts, and we generally accept and understand the implications. The failure to recognize a phase shift that has taken place is exemplified by the perception of investment people about where they stand in the world … even what they stand for. I was part of the first AIMR group to embrace performance standards that implies phase shifts do not take place.
We complain about fair disclosure thinking it might inhibit access, but access comes at the price of acquiescence, a coin of our clients that we have been willing to pay for them. We should be willing to adopt high standards of personal behavior, such as classifying ourselves as insiders with respect to our personal investment accounts. -
Article
Great Moments in Financial Economics: II. Modigliani-Miller Theorem
Franco Modigliani and Merton Miller are almost universally credited with the theorem that bears their name. In fact, the theorem was stated and proven 20 years earlier by John Burr Williams, to which he gave the name: "the Law of the Conservation of Investment Value." However, Modigliani-Miller deserve credit for clearly laying out a formal arbitrage proof and popularizing the subsequent use of arbitrage arguments in financial economics. Even after their work (1958) and subsequent simplified proof (1969), there were still issues that needed to be clarified which lead finally to more modern proof of the theorem based on state-prices.
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Article
A Practical Framework for Portfolio Choice
Traditional portfolio optimality criteria often have serious theoretical or practical limitations. A financial planning portfolio choice framework consisting of a resampled efficient portfolio set and geometric mean analysis is a practical alternative for many situations of investment interest. While Monte Carlo financial planning is a more flexible framework, geometric mean analysis may be less error prone, theoretically justifiable and convenient. Controversies that have limited applications of geometric mean analysis are resolvable by improved understanding of distributional properties and rational decision-making issues. The geometric mean is also useful in rationalizing a number of investment paradoxes.
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Article
Short Volatility Strategies: Identification, Measurement, and Risk Management
Many investors demand position transparency from hedge fund managers in the belief that more information is better than less. However, certain hedge fund strategies create synthetic investment positions that resemble a short put option, and these positions are not revealed by position transparency. Specifically, event-driven hedge funds and merger arbitrage hedge funds have significant exposure to volatility events. We identify and measure this short volatility exposure, providing the transparency that is lacking from position disclosure. In addition we examine ways to manage this short volatility risk.
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Article
Fiscal Policy and Inflation: Pondering the Imponderables
An asset-pricing perspective on inflation reveals that it depends on current and expected monetary and fiscal policies. There are three ways to carry $1 today into the future: money, bonds, and real assets. That dollar's purchasing power varies inversely with the price level. Expected money growth, tax rates, and government spending directly impinge on these expected rates of return of these assets, and determine the price level and the inflation rate. The paper considers a tax reduction that is financed by new government debt. It examines how alternative responses of current and future policies to the tax cut can imply very different outcomes for inflation.
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Article
The Treynor Capital Asset Pricing Model
We explore unpublished early work of Jack Treynor, who deserves credit for the original Capital Asset Pricing Model because of his revolutionary manuscripts, "Market Value, Time, and Risk" and "Toward a Theory of Market Value of Risky Assets", which were circulated during the 1960s but have never been published in a journal. Mr. Treynor's early work appears to have predated and anticipated Sharpe (1964), Lintner (1965a,b) and Mossin (1966). However, the Treynor CAPM has not enjoyed a broad public reach. This, apparently, is the reason Mr. Treynor is not consistently recognized as one of the primary architects of the CAPM.
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Survey & Crossover
“Hedge” Funds
“Surveys& Crossovers” This section provides surveys of the literature in investment management or short papers exemplifying advances in finance that arise from the confluence with other fields. This section acknowledges current trends in technology, and the cross-disciplinary nature of the investment management business, while directing the reader to interesting and important recent work.
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Book Review
Iceberg Risk: An Adventure in Portfolio Theory
Practical Speculation
“Book Reviews” identifies important, and often popular, new books from a wide range of investment topics. Beyond providing a summary and review of the content and style of the books, “Book Reviews” seeks to contribute to a conscious, critical, and informed approach to investment literature.
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Practitioner's Digest
Practitioner’s Digest • Vol. 1, No. 2
The “Practitioners Digest” emphasizes the practical significance of manuscripts featured in the “Insights” and “Articles” sections of the journal. Readers who are interested in extracting the practical value of an article, or who are simply looking for a summary, may look to this section.
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Case Study
The Gauntlet
“Case Studies” presents a case pertinent to contemporary issues and events in investment management. Insightful and provocative questions are posed at the end of each case to challenge the reader. Each case is an invitation to the critical thinking and pragmatic problem solving that are so fundamental to the practice of investment management.
Volume 1, No. 3, Third Quarter 2003
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Insight
Ben Graham’s Value Approach: Can It Still Work?
Price collapses in dotcoms and telecoms have fostered a comeback in the fundamental analysis identified with Benjamin Graham (1894–1976). Defining Graham’s method is no simple task, however; his thinking evolved considerably over a 60 year career. Reducing Graham’s approach to a quantitative formula does not produce superior performance. His most celebrated pupil,Warren Buffett, freely acknowledges buying entirely different stocks than Graham would. Graham’s notion of paying less than breakup value remains a useful pricing concept. Investors must do hard analytical work, however, to separate the nuggets from the worthless overburden.
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Practitioner's Digest
Practitioner’s Digest • Vol. 1, No. 3
The “Practitioners Digest” emphasizes the practical significance of manuscripts featured in the “Insights” and “Articles” sections of the journal. Readers who are interested in extracting the practical value of an article, or who are simply looking for a summary, may look to this section.
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Article
Is Stock Return Predictability Spurious?
Two problems, spurious regression bias and naive data mining, conspire to mislead analysts about predictive models for stock returns. This article demonstrates the two problems, how they interact, and makes suggestions for what to do about it.
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Article
Enhanced Equity Indexers: Common Traits and Surprising Differences
This paper investigates the type of returns-based data a consultant or institutional investor would confront when analyzing an existing enhanced index manager or searching for a new one. The paper presents findings about different types of enhanced managers. Among them, and not surprisingly, the data suggests that all enhanced managers control tracking error by diversifying and by controlling factor exposures, in particular those relating to style (growth versus value) and company size. However, once those variables are controlled, the excess returns of these managers have remarkably low correlations, even among those following seemingly similar strategies.
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Article
Do Short Sellers Cause the Weekend Effect?
We provide a new explanation for the weekend effect. Our hypothesis is based on the contention that speculative short sellers are unwilling or less likely to hold their positions over long non-trading periods, typically the weekend. Therefore, they buy to cover on Fridays and reopen their positions on Mondays causing Friday returns to be larger than Monday returns. We find evidence in support of this hypothesis based on a comparison of high short-interest stocks and low short-interest stocks, stocks with and without actively traded options, IPOs, zero short-interest stocks, and highly volatile stocks. We discuss trading implications of the finding.
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Article
Fund Managers May Cause Their Benchmarks to be Priced “Risks”
The presence of a positive intercept ("alpha") in a regression of an investment fund's excess returns on a broad market portfolio's excess return (as in the CAPM) and other "factor" portfolios' excess returns (e.g. the Fama and French factors) is frequently interpreted as evidence of superior fund performance. This paper theoretically and empirically supports the notion that the additional factors may proxy for benchmark portfolios that fund managers try to beat, rather than proxying for state variables of future risks that investors (in conventional theory) are supposed to care about.
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Case Study
A Prudent Man
“Case Studies” presents a case pertinent to contemporary issues and events in investment management. Insightful and provocative questions are posed at the end of each case to challenge the reader. Each case is an invitation to the critical thinking and pragmatic problem solving that are so fundamental to the practice of investment management.
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Survey & Crossover
Contagion
“Surveys& Crossovers” This section provides surveys of the literature in investment management or short papers exemplifying advances in finance that arise from the confluence with other fields. This section acknowledges current trends in technology, and the cross-disciplinary nature of the investment management business, while directing the reader to interesting and important recent work.
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Book Review
Asset Pricing
Credit Risk
“Book Reviews” identifies important, and often popular, new books from a wide range of investment topics. Beyond providing a summary and review of the content and style of the books, “Book Reviews” seeks to contribute to a conscious, critical, and informed approach to investment literature.
Volume 1, No. 4, Fourth Quarter 2003
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Practitioner's Digest
Practitioner’s Digest • Vol. 1, No. 4
The “Practitioners Digest” emphasizes the practical significance of manuscripts featured in the “Insights” and “Articles” sections of the journal. Readers who are interested in extracting the practical value of an article, or who are simply looking for a summary, may look to this section.
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Article
Resampled Frontiers vs Diffuse Bayes: An Experiment
The experiment reported here compares two methods for handling uncertain inputs to a mean-variance analysis. Specifically, it compares Michaud's resampled frontier versus Bayesian inference with diffuse prior. A simulated "referee" generates ten "truths" about 8 asset classes. For each truth it randomly generates one hundred histories. A simulated "Bayes Player" and "Michaud Player" process each history according to their respective methodologies, seeking portfolios to maximize given expected utility functions. Players are scored according to the actual utility achieved and their own estimates of this utility. The authors were surprised to find that, on average, the Michaud player won.
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Article
Long-Run Investment Management Fee Incentives and Discriminating Between Talented and Untalented Managers
Ferguson and Leistikow [(1997). Journal of Financial Engineering 6, 1-13] (FLa) was the first long-run risk-neutral analysis of the performance volatility incentives created by investment management fee structures. This paper extends FLa in six ways. It allows the portfolio's value to change, incorporates expected investment performance, and addresses expenses and distributions. It also shows the impact of paying investment management performance fees from the portfolio, and determines if the contract renewal structure and fee arrangements discriminate effectively among talented and untalented managers. Finally, it introduces a volatility-dependent contract renewal structure that provides good discrimination and strongly motivates manager behavior consistent with client preferences.
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Article
Indexation of Momentum Effects
Momentum is now viewed as another factor of equity returns in addition to such factors as beta, market capitalization, and market-to-book ratio. In this paper, I propose indexation of momentum effects to pave the way for development of the momentum-based investment products and for improved performance evaluation of the actively-managed funds. In this paper, I describe a family of the Momentum Index to be created, explain how to construct the Momentum Indexes, and demonstrate historical performance of the Momentum Indexes. Finally, I discuss implications and applications of the Momentum Indexes to practical investment management.
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Case Study
Default-Shawnee Manufacturing
“Case Studies” presents a case pertinent to contemporary issues and events in investment management. Insightful and provocative questions are posed at the end of each case to challenge the reader. Each case is an invitation to the critical thinking and pragmatic problem solving that are so fundamental to the practice of investment management.
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Survey & Crossover
Liquidity and Bond Markets
“Surveys& Crossovers” This section provides surveys of the literature in investment management or short papers exemplifying advances in finance that arise from the confluence with other fields. This section acknowledges current trends in technology, and the cross-disciplinary nature of the investment management business, while directing the reader to interesting and important recent work.
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Book Review
Worry-Free Investing: A Safe Approach to Achieving Your Lifetime Financial Goals
Modern Investment Management: An Equilibrium Approach
“Book Reviews” identifies important, and often popular, new books from a wide range of investment topics. Beyond providing a summary and review of the content and style of the books, “Book Reviews” seeks to contribute to a conscious, critical, and informed approach to investment literature.
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Article
Price Discovery For Cross-Listed Stocks
We investigate price discovery for internationally traded stocks. For a sample of Canadian stocks cross-listed on the Toronto Stock Exchange (TSE) and the NYSE, we find that both markets contribute to price discovery. The US share of price discovery ranges from 0.4% to 98.1%, and averages 36%. The US contribution is directly related to the US share of trading and to the ratio of proportions of informative trades on the NYSE and the TSE, and inversely related to the ratio of bid–ask spreads on the NYSE and the TSE. In response to a positive shock to the C$/US$ exchange rate, stock prices on the TSE rise, whereas those on the NYSE decline. The NYSE bears a much greater burden of adjusting to the exchange rate changes.
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Insight
The Trouble With Corporate Disclosure
“Insights” features the thoughts and views of the top authorities from academia and the profession. This section offers unique perspectives from the leading minds in investment management.