The Amaranth Collapse: What Happened and What Have We Learned Thus Far?
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What Happened to the Quants in August 2007?∗
What Happened To The Quants In August 2007?∗ Amir E. Khandaniy and Andrew W. Loz First Draft: September 20, 2007 Latest Revision: September 20, 2007 Abstract During the week of August 6, 2007, a number of high-profile and highly successful quan- titative long/short equity hedge funds experienced unprecedented losses. Based on empir- ical results from TASS hedge-fund data as well as the simulated performance of a specific long/short equity strategy, we hypothesize that the losses were initiated by the rapid un- winding of one or more sizable quantitative equity market-neutral portfolios. Given the speed and price impact with which this occurred, it was likely the result of a sudden liqui- dation by a multi-strategy fund or proprietary-trading desk, possibly due to margin calls or a risk reduction. These initial losses then put pressure on a broader set of long/short and long-only equity portfolios, causing further losses on August 9th by triggering stop-loss and de-leveraging policies. A significant rebound of these strategies occurred on August 10th, which is also consistent with the sudden liquidation hypothesis. This hypothesis suggests that the quantitative nature of the losing strategies was incidental, and the main driver of the losses in August 2007 was the firesale liquidation of similar portfolios that happened to be quantitatively constructed. The fact that the source of dislocation in long/short equity portfolios seems to lie elsewhere|apparently in a completely unrelated set of markets and instruments|suggests that systemic risk in the hedge-fund industry may have increased in recent years. -
Crises and Hedge Fund Risk∗
Crises and Hedge Fund Risk∗ Monica Billio†, Mila Getmansky‡, and Loriana Pelizzon§ This Draft: September 7, 2009 Abstract We study the effects of financial crises on hedge fund risk and show that liquidity, credit, equity market, and volatility are common risk factors during crises for various hedge fund strategies. We also apply a novel methodology to identify the presence of a common latent (idiosyncratic) risk factor exposure across all hedge fund strategies. If the latent risk factor is omitted in risk modeling, the resulting effect of financial crises on hedge fund risk is greatly underestimated. The common latent factor exposure across the whole hedge fund industry was present during the Long-Term Capital Management (LTCM) crisis of 1998 and the 2008 Global financial crisis. Other crises including the subprime mortgage crisis of 2007 affected the whole hedge fund industry only through classical systematic risk factors. Keywords: Hedge Funds; Risk Management; Liquidity; Financial Crises; JEL Classification: G12, G29, C51 ∗We thank Tobias Adrian, Vikas Agarwal, Lieven Baele, Nicolas Bollen, Ben Branch, Stephen Brown, Darwin Choi, Darrell Duffie, Bruno Gerard, David Hsieh, Luca Fanelli, William Fung, Patrick Gagliar- dini, Will Goetzmann, Robin Greenwood, Philipp Hartmann, Ravi Jagannathan, Nikunj Kapadia, Hossein Kazemi, Martin Lettau, Bing Liang, Andrew Lo, Narayan Naik, Colm O’Cinneide, Geert Rouwenhorst, Stephen Schaefer, Tom Schneeweis, Matthew Spiegel, Heather Tookes, Marno Verbeek, Pietro Veronesi, and seminar participants at the NBER -
The Blow-Up Artist: Reporting & Essays: the New
Annals of Finance: The Blow-Up Artist: Reporting & Essays: The New ... http://www.newyorker.com/reporting/2007/10/15/071015fa_fact_cassid... ANNALS OF FINANCE THE BLOW-UP ARTIST Can Victor Niederhoffer survive another market crisis? by John Cassidy OCTOBER 15, 2007 n a wall Niederhoffer’s approach is eclectic. His funds, a friend says, appeal “to people like him: self-made people who have a maverick streak.” O opposite Victor Niederhoffer’s desk is a large painting of the Essex, a Nantucket whaling ship that sank in the South Pacific in 1820, after being attacked by a giant sperm whale, and that later served as the inspiration for “Moby-Dick.” The Essex’s captain, George Pollard, Jr., survived, and persuaded his financial backers to give him another ship, but he sailed it for little more than a year before it foundered on a coral reef. Pollard was ruined, and he ended his days as a night watchman. The painting, which Niederhoffer, a sixty-three-year-old hedge-fund manager, acquired after losing all his clients’ money—and a good deal of his own—in the Thai stock market crash of 1997, serves as an admonition against the incaution to which he, a notorious risktaker, is prone, and as a reminder of the precariousness of his success. Niederhoffer has been a professional investor for nearly three decades, during which he has made and lost several fortunes—typically by relying on methods that other traders consider reckless or unorthodox or both. In the nineteen-seventies, he wrote one of the first software programs to identify profitable trades. -
Hedge Fund Strategies
Andrea Frazzini Principal AQR Capital Management Two Greenwich Plaza Greenwich, CT 06830 [email protected] Ronen Israel Principal AQR Capital Management Two Greenwich Plaza Greenwich, CT 06830 [email protected] Hedge Fund Strategies Prof. Andrea Frazzini Prof. Ronen Israel Course Description The class describes some of the main strategies used by hedge funds and proprietary traders and provides a methodology to analyze them. In class and through exercises and projects (see below), the strategies are illustrated using real data and students learn to use “backtesting” to evaluate a strategy. The class also covers institutional issues related to liquidity, margin requirements, risk management, and performance measurement. The class is highly quantitative. As a result of the advanced techniques used in state-of- the-art hedge funds, the class requires the students to work independently, analyze and manipulate real data, and use mathematical modeling. Group Projects The students must form groups of 4-5 members and analyze either (i) a hedge fund strategy or (ii) a hedge fund case study. Below you will find ideas for strategies or case studies, but the students are encouraged to come up with their own ideas. Each group must document its findings in a written report to be handed in on the last day of class. The report is evaluated based on quality, not quantity. It should be a maximum of 5 pages of text, double spaced, 1 inch margins everywhere, 12 point Times New Roman, Hedge Fund Strategies – Syllabus – Frazzini including references and everything else except tables and figures (each table and figure must be discussed in the text). -
Hedge Funds: Due Diligence, Red Flags and Legal Liabilities
Hedge Funds: Due Diligence, Red Flags and Legal Liabilities This Website is Sponsored by: Law Offices of LES GREENBERG 10732 Farragut Drive Culver City, California 90230-4105 Tele. & Fax. (310) 838-8105 [email protected] (http://www.LGEsquire.com) BUSINESS/INVESTMENT LITIGATION/ARBITRATION ==== The following excerpts of articles, arranged mostly in chronological order and derived from the Wall Street Journal, New York Times, Reuters, Los Angles Times, Barron's, MarketWatch, Bloomberg, InvestmentNews and other sources, deal with due diligence in hedge fund investing. They describe "red flags." They discuss the hazards of trying to recover funds from failed investments. The sponsor of this website provides additional commentary. "[T]he penalties for financial ignorance have never been so stiff." --- The Ascent of Money (2008) by Niall Ferguson "Boom times are always accompanied by fraud. As the Victorian journalist Walter Bagehot put it: 'All people are most credulous when they are most happy; and when money has been made . there is a happy opportunity for ingenious mendacity.' ... Bagehot observed, loose business practices will always prevail during boom times. During such periods, the gatekeepers of the financial system -- whether bankers, professional investors, accountants, rating agencies or regulators -- should be extra vigilant. They are often just the opposite." (WSJ, 4/17/09, "A Fortune Up in Smoke") Our lengthy website contains an Index of Articles. However, similar topics, e.g., "Bayou," "Madoff," "accountant," may be scattered throughout several articles. To locate all such references, use your Adobe Reader/Acrobat "Search" tool (binocular symbol). Index of Articles: 1. "Hedge Funds Can Be Headache for Broker, As CIBC Case Shows" 2. -
Lbex-Docid 3285232 Lehman Brothers Holdings, Inc
FOIA CONFIDENTIAL TREATMENT REQUESTED BY LBEX-DOCID 3285232 LEHMAN BROTHERS HOLDINGS, INC. Agenda I FOIA CONFIDENTIAL TREATMENT REQUESTED BY LBEX-DOCID 3285232 LEHMAN BROTHERS HOLDINGS, INC. ,--------------------------------------------------------------------------------------------------------------~ Agenda Agenda • Key Themes • Risk Governance - Our Control Environment - Risk Philosophy - Committee Structures • Risk Management Overview - Risk Management Function - Risk Management Organization - External Constituents • Risk Analysis and Quantification - Risk Management Integrated Framework Risk Appetite Risk Equity Risk Appetite Usage Risk Limits • Risk Exposure • Areas of Increased Focus - Subprime Exposure - High Yield and Leveraged Loans - Hedge Funds • Conclusion • Appendix - Stress Scenarios 3 FOIA CONFIDENTIAL TREATMENT REQUESTED BY LBEX-DOCID 3285232 LEHMAN BROTHERS HOLDINGS, INC. Key Themes I FOIA CONFIDENTIAL TREATMENT REQUESTED BY LBEX-DOCID 3285232 LEHMAN BROTHERS HOLDINGS, INC. Key Themes Key Themes Risk Management is one of the core competencies of the Firm and is an intrinsic component of our control system. As a result of our focus on continuously enhancing our risk capabilities, in the current challenging environment, we feel confident that our risk position is solid. • Risk Management is at the very core of Lehman's business model - Conservative risk philosophy- supported by approximately 30% employee ownership - Effective risk governance -unwavering focus of the Executive Committee - Significant resources dedicated -
The Secret Life of Hedge Funds May Be Over by Jay B
This article fi rst appeared in Institutional Investor Hedge Fund Asset Flows & Trends Report 2006-2007 March 2007 The Secret Life of Hedge Funds May Be Over by Jay B. Gould Corporate & Securities The secret life of hedge funds may have offi cially come to an end in 2006 due to an interesting convergence of market and regulatory forces. These forces catapulted the furtive existence of hedge fund managers onto the Jay B. Gould front pages of the popular press, laying bare investment strategies, fee +1.415.983.1226 structures and the market impact of hedge funds—during a year that [email protected] produced less-than-stellar returns and some very high-profi le scandals and implosions. The trend is certain to continue as pension funds seek higher returns to meet their underfunded obligations, hedge funds themselves seek more effi cient and reliable distribution through alliances, business combinations and public offers, and regulators around the world search for ways to address investor protection and systemic risk issues associated with Jay Gould practices in the Corporate hedge funds. & Securities area and is co-leader of Pillsbury Winthrop Shaw Pittman’s Registration Mandate… Investment Funds and Investment In an attempt to gain greater regulatory control over hedge funds, the Management Practice Team. Securities and Exchange Commission passed new rules that became effective in February 2006. The rules required nearly all hedge fund managers to register with the SEC as investment advisers. The SEC accomplished this by re-defi ning the term “client.” Previously, a hedge fund manager had counted each fund it advised as a client and was not required to register until the manager had 15 such funds under management and $30 million under management. -
Case Studies and Risk Management in Commodity Derivatives Trading
Case Studies and Risk Management in Commodity Derivatives Trading January 2011 Hilary Till Research Associate, EDHEC-Risk Institute and Principal, Premia Capital Management, LLC Author’s Note: This is the pre-peer-reviewed version of the following article: Till, H. (2008), “Case Studies and Risk Management Lessons in Commodity Derivatives Trading,” a chapter in Risk Management in Commodity Markets: From Shipping to Agriculturals and Energy (Edited by H. Geman), Chichester (UK): John Wiley & Sons Ltd., pp. 255-291, which has been published in final form at: http://www.wiley.com/WileyCDA/WileyTitle/productCd-0470694254. html. EDHEC is one of the top five business schools in France. Its reputation is built on the high quality of its faculty and the privileged relationship with professionals that the school has cultivated since its establishment in 1906. EDHEC Business School has decided to draw on its extensive knowledge of the professional environment and has therefore focused its research on themes that satisfy the needs of professionals. EDHEC pursues an active research policy in the field of finance. EDHEC-Risk Institute carries out numerous research programmes in the areas of asset allocation and risk management in both the 2 traditional and alternative investment universes. Copyright © 2011 EDHEC Risk management in commodity futures trading takes two different forms, depending on whether trading is done for a commercial or a purely speculative enterprise. In a commercial enterprise, the rationale for trading activity is usually to “optimise the value of physical assets;” and the returns and risks from this activity would be expected to be a small fraction of the enterprise’s overall profits and losses. -
Futures & Derivatives
April 2015 n Volume 35 n Issue 3 REPORT The CFTC’s Manipulative and Disruptive Trading Authority in an Algorithmic World BY KENNETH W. MCCRACKEN AND CHRISTINE SCHLEPPEGRELL Kenneth W. McCracken is a partner at Schiff Hardin LLP in its Washington D.C. offices in the firm’s Fi- nancial Markets & Products Group. Prior to joining private practice, Mr. McCracken was a Chief Trial At- torney at the Commodity Futures Trading Commission, where he was a member of the Manipulation and Disruptive Trading Squad and supervised investigations into, and litigation charging manipulation, disrup- tive trading and fraud. Christine Schleppegrell is an associate in the firm’s Washington D.C. office and a member of the Financial Markets & Products Group. The authors wish to acknowledge the generous assistance of Jacob Kahn, an associate in the firm’s Chicago office and a member of the Financial Markets & Products Group. The case summaries, analysis and discussions of the cases contained herein are based solely on the facts made publicly available. The views expressed in this article are those of the authors and do not necessarily reflect the views of other attorneys at Schiff Hardin LLP or of any clients of the firm. As a result of the Dodd-Frank Act,1 the Pursuant to amended Section 6(c)(1) of Commodity Futures Trading Commission the Commodity Exchange Act (CEA) and (“CFTC” or the “Commission”) has new Regulation 180.1, the CFTC’s Division of broader authority to prosecute manipula- Enforcement can now bring a civil action tion and disruptive trading in the derivative against any person who directly or indirectly and swaps markets. -
The Amaranth Case Study
J.P. Morgan Center for Commodities at the University of Colorado Denver Business School The Amaranth Case Study Hilary Till Contributing Editor, Global Commodities Applied Research Digest; Solich Scholar, J.P. Morgan Center for Commodities, University of Colorado Denver Business School; and Principal, Premia Research LLC The Winter 2017 issue of the Global Commodities Applied Research Digest (GCARD) provided a case study on the MF Global bankruptcy. In this issue of the GCARD, we will cover another debacle: the Amaranth hedge fund debacle. While the lessons from the MF Global bankruptcy can best be understood in terms of due diligence principles, the Amaranth blowup can best be understood in terms of market-risk principles, as will be discussed in this article. Amaranth Advisors, LLC was a multi-strategy hedge fund, founded in 2000 and headquartered in Greenwich, Connecticut. The founder’s original expertise was in convertible bonds. The fund later became involved in merger arbitrage, long-short equity, leveraged loans, blank-check companies, and in energy trading. As of June 30, 2006, energy trades accounted for about half of the fund’s capital and generated about 75 percent of its profits. Davis (2006) provides an excellent overview on Amaranth’s energy trading. Davis (2006) reports that Amaranth’s head energy trader sometimes held “open positions to buy or sell tens of billions of dollars of commodities.” Amaranth’s energy trading operation was based in Calgary, Alberta. “[Amaranth’s head energy trader] saw that a surplus of [natural] -
Standard & Poor's Update on Risk, Liquidity and Capital Adequacy
Confidential Presentation to: Standard & Poor’s Update on Risk, Liquidity and Capital Adequacy August 17, 2007 FOIA CONFIDENTIAL TREATMENT REQUESTED BY LBEX-DOCID 2031705 LEHMAN BROTHERS HOLDINGS INC. Introduction In October 2005, S&P upgraded Lehman Brothers to A+. Since then, we have continued to grow and broaden our franchise, while maintaining our hallmark expense, risk, and capital discipline. We believe that our size, diversity, and franchise indicate significant credit strength. In 2006 and 2007, we achieved record growth and profitability – Since 2005, our revenues and net income have grown by 44% and 50% respectively, with ROE increasing from 21.6% to 25.8%. The growth has been broad-based, with non-US regions and non-FID segments growing faster than the overall portfolio This performance was achieved despite a more challenging environment than in prior years and without compromising our commitment to the Firm’s creditors – Reflects the power of the Firm's franchise and diversification – Continued on the same strategic path, building customer-oriented and diversified businesses Discipline in risk-taking is a major contributor to our success. It is also one of our core competencies – Effective risk reduction through syndication and securitization of our exposure (we are in the moving business not storage business) – Active hedging of positions using both traditional and innovative products – Reliable liquidity, sufficient to meet all of our funding obligations in all market environments – Comprehensive, multi-tiered risk management, capital management, and liquidity management frameworks 1 FOIA CONFIDENTIAL TREATMENT REQUESTED BY LBEX-DOCID 2031705 LEHMAN BROTHERS HOLDINGS INC. Agenda Overview and Key Themes Today, we are going to cover three areas: Risk Management, Liquidity, and Equity Adequacy 1. -
A SPAC-Tacular Distraction: Compelling Opportunities in “Other” Event-Driven Investments | P2
A SPAC-TACULAR ALTERNATIVES INSIGHTS DISTRACTION Compelling Opportunities in “Other” Event-Driven Investments EXECUTIVE SUMMARY Doug Francis and Sam Klar | March 2021 The combination of record-level SPAC issuance and a flood of non-SPAC M&A has created a supply-demand imbalance A Wild Year in the event-driven asset class. With It’s certainly been an interesting 12 months in the event-driven asset class. From soft SPACs garnering most of the limelight, catalyst event situations upended by the onset of COVID in Q1 2020, to the March 2020 we believe investors are missing an “Arbageddon” widening in merger arbitrage spreads, to countless instances of hedge excellent opportunity to deploy capital into fund repositioning causing atypical volatility in typically boring share class arbitrage. “other” event-driven investments, most It’s been a truly wild ride. prominently merger arbitrage. The combination of Q1 2020 performance challenges for the asset class and slow-to- recover new merger volume last spring and summer led to the perception that there was “nothing to do” in event-driven. The record issuance of SPACs in 2020 and early 2021, accompanied by some high-profile bouts of outperformance in former SPACs like Nikola, amended that narrative slightly. Recent commentary has been willing to stipulate that there was nothing to do in event-driven, apart from SPACs. The Current Opportunity As experienced event-driven investors, we’ve often chafed at the notion that event- driven’s attractiveness waxes and wanes as much as commentators would suggest. Indeed, our team mantra is “there’s almost always something to do,” and our historical results have supported this claim’s veracity.