Development and Functioning of FX Markets in Asia and the Pacific1
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FX Liquidity and Market Metrics: New Results Using CLS Bank Settlement Data Joel Hasbrouck NYU Stern Richard M. Levich NYU Stern
FX Liquidity and Market Metrics: New Results Using CLS Bank Settlement Data Joel Hasbrouck Richard M. Levich NYU Stern NYU Stern September 30, 2019 Joel Hasbrouck, NYU Stern School of Business, 44 West 4th Street, New York, NY 10012. E-mail: [email protected] Richard M. Levich, NYU Stern School of Business, 44 West 4th Street, New York, NY 10012. E-mail: [email protected] This paper reflects the views of the authors and should not be interpreted as reflecting the views of CLS Bank International or New York University. We thank Rob Franolic, Dino Kos, and Irene Mustich for their assistance in obtaining data for this study, discussing institutional background, and comments. We are also indebted to Alex Ferreira, Yalin Gündüz, Carol Osler, Angelo Ranaldo, Andreas Schrimpf, and audiences at the 2019 CEBRA / Federal Reserve Bank of New York Conference, the 2019 INFINITI Conference, the International Conference on High Frequency Exchange Rate Dynamics (National Graduate Institute for Policy Studies, Tokyo), Cubist Systematic Strategies, Vanderbilt University, Università della Svizzera Italiana, the University of Utah, the Carey School at Johns Hopkins, the Stockholm School of Business, and Lund University for comments on earlier drafts. We take responsibility for all remaining errors. Online Appendix 1 presents supplemental tables and figures. Online Appendix 2 discusses the reconciliation of activity measures constructed from CLS settlements BIS survey, and EBS. This paper supersedes an earlier manuscript entitled “FX Market Metrics: New Results Using CLS Bank Settlement Data.” Disclosures: One of us (Hasbrouck) teaches a course for a financial institution that engages in FX market making. -
The JPY/AUD Carry Trade and Its Causal Linkages to Other Markets
The JPY/AUD Carry Trade and Its Causal Linkages to Other Markets Brian D. Deaton McMurry University This study analyzes the causal structure underlying the popular Japanese Yen/Australian Dollar (JPY/AUD) carry trade and related financial variables. Three causal search algorithms are employed to find the relationships amongst the JPY/AUD exchange rate, the S&P 500 stock index, the Nikkei 225 stock index, the Australian Securities Exchange 200 stock index, the 10-year U.S. Treasury Note, the 10- year Japanese government bond, and the 10-year Australian government bond. The results from all three algorithms provide evidence against the theory of uncovered interest rate parity. Keywords: currency carry trade, uncovered interest rate parity, causality, vector autoregression, market linkages INTRODUCTION Long used by hedge funds and institutional investors, currency carry trade investment strategies are now becoming popular with individual investors. Several exchange-traded vehicles, such as the Invesco DB G10 Harvest Fund and the iPath Optimized Currency Carry ETN, have been developed to make it easy for the small investor to participate in carry trade strategies. The popularity of carry trade strategies coupled with ever increasing financial integration between financial markets might lead to spillover effects from currencies to stocks and bonds or vice versa. It is the goal of this paper look for these types of linkages between markets. A currency carry trade is constructed by borrowing money in a currency with low interest rates (funding currency) and simultaneously investing that money in a currency with higher interest rates (target currency) with the goal of profiting on the interest rate differential. -
Connectedness Between Exchange Rates: How Machine Learning Opens up Fresh Insights Timo Bettendorf and Reinhold Heinlein
Research Brief 28th edition – September 2019 Connectedness between exchange rates: how machine learning opens up fresh insights Timo Bettendorf and Reinhold Heinlein Are the exchange rates between certain currencies more What our study shows is that the results of such an estimation closely connected than those of other currencies? Answers depend, in some cases considerably, on how the contempo- to this question can be provided by econometric methods. A raneous relationships between the time series are incorporated. new study shows how machine learning can deliver useful Contemporaneous causal structures, especially, had not been insights into this issue. fully taken on board in earlier studies, which is why in our study previously used procedures led to at times considerably Exchange rates are of major importance for macroeconomic biased results. We solve this problem by using an algorithm developments and are often a topic of political debate. In a for machine learning (see Spirtes et al., 2001). This algorithm recent study (Bettendorf and Heinlein, 2019), we study how uses statistical methods to search for contemporaneous causal bilateral exchange rates between various currencies are con- structures between the variables. These causal structures are nected. We show that the US dollar and, surprisingly, the thus obtained from the data and not, as in other studies, Norwegian krone exert a relatively strong influence on other defined by the user. This means that our study generally models currencies. Such a causal relationship between two currencies contemporaneous causal effects better than previously ap- exists if the pattern of one currency’s exchange rate can be plied procedures. -
Currency Order Flow and Real-Time Macroeconomic Information∗
Currency Order Flow and Real-Time Macroeconomic Information Pasquale DELLA CORTE Dagfinn RIME Imperial College London Norges Bank [email protected] [email protected] Lucio SARNO Ilias TSIAKAS Cass Business School & CEPR University of Guelph [email protected] [email protected] February 2013 Acknowledgements: The authors are indebted for constructive comments to Rui Albuquerque, Philippe Bac- chetta, Ekkehart Boehmer, Nicola Borri, Giuseppe De Arcangelis, Martin Evans, Charles Jones, Nengjiu Ju, Michael King, Robert Kosowski, Michael Moore, Marco Pagano, Alessandro Palandri, Lasse Pedersen, Tarun Ramadorai, Thomas Stolper, Adrien Verdelhan, Paolo Vitale, Kathy Yuan, Sarah Zhang and seminar participants at LUISS Guido Carli University, University of Lugano, Warwick Business School, the 2011 Capital Markets and Corporate Finance Meetings in Kunming, the 2011 Central Bank Workshop on the Microstructure of Financial Markets in Stavanger, the 2011 Conference on Advances in the Analysis of Hedge Fund Strategies in London, the 2011 Workshop on Finan- cial Determinants of Exchange Rates in Rome, the 2012 CFA Society Masterclass Series in London, the 2012 SIRE Econometrics Workshop in Glasgow, the 2012 Rimini Conference in Economics and Finance in Toronto, and the 2012 Northern Finance Association Conference in Niagara Falls. We thank UBS for providing the customer order flow data used in this paper. Sarno acknowledges financial support from the Economic and Social Research Council (No. RES-062-23-2340). Tsiakas acknowledges financial support from the Social Sciences and Humanities Research Council of Canada. The views expressed in this paper are those of the authors, and not necessarily those of Norges Bank. -
The Great FX Fix
cash management CONTINUOUS LINKED SETTLEMENT The great FX fix THE ADVENT OF CONTINUOUS LINKED SETTLEMENT HAS PREVENTED FX SETTLEMENT FAILURES FROM TURNING INTO A GENERAL GLOBAL FINANCIAL CATASTROPHE. WILL SPINNEY EXPLAINS HOW THE CLS SYSTEM WORKS. Executive summary The Continuous Linked Settlement system was created in 2002 by the world’s largest foreign exchange banks in response to central bank concerns about the impact of potential foreign exchange settlement failures on the international financial system. But after the liquidation order, Bankhaus Herstatt’s New York correspondent bank suspended all outgoing dollar payments from Herstatt’s account, leaving its counterparties fully exposed to the value of the deutschmarks they had paid the German bank earlier on in the day. This incident almost caused the collapse of the international banking system. In more recent times the collapse of US investment bank Drexel Burnham Lambert in 1990, Bank of Credit and Commerce International the following year, Barings in 1995 and Lehman Brothers in 2008 are all examples of Herstatt risk, although losses in the case of Lehman were limited by the use of CLS. A more descriptive name for Herstatt risk might be FX settlement, counterparty or cross-currency esigned to settle foreign exchange (FX) settlement risk. transactions and eliminate settlement risk in a The only way to eliminate settlement exposure of this market that had not traditionally settled payment- nature entirely is to settle both transactions, payment- versus-payment (see Box 1), Continuous Linked versus-payment, using a real-time settlement system. It was DSettlement (CLS) is a delivery system rather than a payment for this purpose that the hybrid CLS system was designed, to system. -
Settlement Liquidity and Monetary Policy Implementation -- Lessons from the Financial Crisis
Morten L. Bech, Antoine Martin, and James McAndrews Settlement Liquidity and Monetary Policy Implementation—Lessons from the Financial Crisis • The U.S. dollar clearing and settlement 1.Introduction system performed dependably during the financial crisis, processing record volumes he U.S. dollar clearing and settlement system was little and values of trades executed in stressed Tnoticed during the recent financial crisis, mainly because financial markets. it performed dependably, processing record volumes and values of trades made in stressed financial markets.1 Its • Emergency policy measures employed by successful operation was in part a result of the collaborative the Federal Reserve to provide liquidity and efforts undertaken by stakeholders over decades to improve stability to the financial system during and risk management and operational resiliency. Under the smooth after the crisis had important effects on surface, though, the dollar clearing and settlement system settlement liquidity and thus on the efficiency experienced important changes during the crisis. of clearing and settlement system activity. This article focuses on the ease with which market participants can discharge their payment and settlement obligations. We denote this as settlement liquidity. Our main • The measures led to a substantial decrease interest is on the settlement liquidity of the Federal Reserve’s in daylight overdrafts extended by the Fedwire Funds Service, the major large-value payment system Federal Reserve and an improvement in in the United States. We discuss how to measure settlement payment settlement timing. liquidity, and document the evolution of some of its key drivers over time. In particular, we show how the policy measures • The reduction in overdrafts lowered the Federal aimed at achieving financial and economic stability during and Reserve’s credit risk while the earlier settlement after the financial crisis have had a major impact on settlement time suggested significant efficiency gains and diminished operational risks. -
Time-Varying Global Dollar Risk in Currency Markets
Time-Varying Global Dollar Risk in Currency Markets Ingomar Krohn∗ JOB MARKET PAPER Link to the latest version November 20, 2019 ABSTRACT This paper documents that the price of dollar risk exhibits significant time variation, switching sign after large realized dollar fluctuations, when global dollar demand is high and funding constraints are tight. To exploit this feature of dollar risk, I propose a novel currency investment strategy which is effectively short the dollar in normal states, but long the dollar after large dollar movements. The proposed strategy is not exposed to standard risk factors, yields an annualized return exceeding 4%, and has an annualized Sharpe ratio of 0.34, significantly higher than that of well-known currency strategies. Furthermore, I show that currencies other than the dollar do not exhibit the same sign-switching pattern in their price of risk, consistent with the view that the dollar is special. Keywords: foreign-exchange, U.S. dollar, systematic FX risk, trading strategies, currency betas, FX options, derivative markets. This Version: November 2019. ∗Copenhagen Business School, Solbjerg Pl. 3, 2000 Frederiksberg, DK, Email: [email protected] 1 I. Introduction Conventional wisdom places a special role to the U.S. economy and to its currency in international financial and foreign exchange (FX) markets.1 Indeed, the U.S. dollar is on one side of over 88% of all foreign exchange transactions, it is the dominant invoicing currency, and it is the numeraire of the world's largest equity market.2 However, the literature disagrees on whether the dollar is a unique currency in the sense that it is a risk factor driving risk premia in the cross-section of all other currencies. -
Continuous Linked Settlement: History and Implications
Zurich Open Repository and Archive University of Zurich Main Library Strickhofstrasse 39 CH-8057 Zurich www.zora.uzh.ch Year: 2007 Continuous linked settlement : history and implications Schaller, Alexandra Posted at the Zurich Open Repository and Archive, University of Zurich ZORA URL: https://doi.org/10.5167/uzh-163690 Dissertation Published Version Originally published at: Schaller, Alexandra. Continuous linked settlement : history and implications. 2007, University of Zurich, Faculty of Economics. Continuous Linked Settlement: History and Implications Dissertation for the Faculty of Economics, Business Administration and Information Technology of the University of Zurich to achieve the title of Doctor of Economics presented by Alexandra Schaller from B¨osingenFR approved at the request of Prof. Dr. Hans Geiger Prof. Dr. Rudolf Volkart The Faculty of Economics, Business Administration and Information Tech- nology of the University of Zurich herewith permits the publication of the aforementioned dissertation without expressing any opinion on its views. Zurich, December 5, 2007 The Dean: Prof. Dr. H. P. Wehrli f f Acknowledgements I would like to thank Hans Geiger for his solid support and Itzi Klein for the relentless critique and inspiring conversations. Furthermore, I would like to thank CLS Group, in particular Jim Hughes, for providing the data set, Jonas Luell and Stefan Amstein for coding and preprocessing the data. f Zurich, September 2007 Alexandra Schaller f Contents 1 Introduction 1 1.1 Scope . 2 1.2 Design . 2 2 Basics of Settlement 5 2.1 Scope of Clearing and Settlement . 5 2.1.1 Settlement Finality . 6 2.1.2 Payment versus Payment . 6 2.1.3 Provision of Performance Guarantee . -
Economic Policy Review
Federal Reserve Bank of New York Economic September 2008 September Volume 14 Number 2 14 Number Volume Policy Review Special Issue: The Economics of Payments ECONOMIC POLICY REVIEW EDITOR Kenneth D. Garbade COEDITORS Mary Amiti Adam B. Ashcraft Robert W. Rich Asani Sarkar EDITORIAL STAF F Valerie LaPorte Mike De Mott Michelle Bailer Karen Carter PRODUCTION STAFF Carol Perlmutter David Rosenberg Jane Urry The Economic Policy Review is published by the Research and Statistics Group of the Federal Reserve Bank of New York. Articles undergo a comprehensive refereeing process prior to their acceptance in the Review. The views expressed are those of the individual authors and do not necessarily reflect the position of the Federal Reserve Bank of New York or the Federal Reserve System. www.newyorkfed.org/research Federal Reserve Bank of New York Economic Policy Review September 2008 Volume 14 Number 2 Special Issue: The Economics of Payments Contents 3Introduction James McAndrews Theoretical Models of Money and Payments Articles: 7 Intraday Liquidity Management: A Tale of Games Banks Play Morten L. Bech Over the last few decades, most central banks, concerned about settlement risks inherent in payment netting systems, have implemented real-time gross settlement (RTGS) systems. Although RTGS systems can significantly reduce settlement risk, they require greater liquidity to smooth nonsynchronized payment flows. Thus, central banks typically provide intraday credit to member banks, either as collateralized credit or priced credit. Because intraday credit is costly for banks, how intraday liquidity is managed has become a competitive parameter in commercial banking and a policy concern of central banks. -
Risk and Return Spillovers Among the G10 Currencies
Risk and return spillovers among the G10 currencies Matthew Greenwood-Nimmoa, Viet Hoang Nguyenb, Barry Raffertya,∗ aDepartment of Economics, University of Melbourne, 111 Barry Street, Melbourne 3053, Australia. bMelbourne Institute of Applied Economic & Social Research, 111 Barry Street, Melbourne 3053, Australia. Abstract We study spillovers among daily returns and innovations in the option-implied risk-neutral volatility and skewness of the G10 currencies. Using an empirical network model, we uncover substantial time variation in the interaction of returns and risk measures, both within and between currencies. We find that aggregate spillover intensity is countercyclical with respect to the federal funds rate and increases in periods of financial stress. Cross-currency spillovers of volatility and especially of skewness increase in times of stress, reflecting greater systematic risk. Similarly, in such times, returns become more sensitive to risk measures and vice versa. Keywords: Foreign exchange markets, risk-neutral volatility, risk-neutral skewness, spillovers, coordinated crash risk. JEL classifications: C58, F31, G01, G15. ∗Corresponding author. Tel.: +61 (0)3-8344-7198. Email addresses: [email protected] (Matthew Greenwood-Nimmo), [email protected] (Viet Hoang Nguyen), [email protected] (Barry Rafferty) 1. Introduction To what extent are currency markets connected to one another? This is a central question facing foreign exchange (FX) investors as they form and manage portfolios conditional on the risk-return profiles of a basket of currencies, typically seeking to manage their exposure to idiosyncratic risk through diversification. Changes in currencies' risk-return profiles will often induce portfolio rebalancing. However, in the act of rebalancing, investors' collective actions are likely to further change the risk-return profiles. -
Continuous Linked Settlement an Empirical Approach
Continuous Linked Settlement An Empirical Approach Alexandra Schaller1 University of Zurich March, 2008 1Please send all correspondence to: Swiss Banking Institute, University of Z¨urich, Plat- tenstrasse 14, 8032 Z¨urich, Switzerland, tel: +41 44 634 39 64, fax: +41 1 634 49 03, e-mail: [email protected]. Abstract The international foreign exchange market is the largest market in the world. The reliability and resilience of its post-trade processes is critical. The work on hand is dedicated to the problems arising in foreign exchange settlement and in particular presents the industry's prevailing solution to these problems: Contin- uous Linked Settlement (CLS). CLS Bank, located in London and New York, is a settlement institution that is operated based on a payment-versus-payment mechanism that eliminates credit risk exposures during settlement. The work on hand offers an empirical approach to three different aspects of CLS. First, it assesses CLS's achievement of its main goal, the reduction of credit risk in for- eign exchange settlement. Based on publicly available data, it is estimated that the credit risk reduction amounts to about 60 to 75 percent, which may well be interpreted as a success. Second, an analysis of the trade relations among CLS' participants provides insights into the characteristics of the system's member structure. Measuring and visualizing the network topology of the trade relations indicates that there are substantial differences in connectivity between the two different member states, i.e. settlement members and third parties. The identi- fication of these differences may help the industry to adequately structure their membership conditions to achieve an optimal level of participation. -
Consent Order Against Citibank Regarding FOREX
UNITED STATES OF AMERICA DEPARTMENT OF THE TREASURY COMPTROLLER OF THE CURRENCY ) In the Matter of: ) ) AA - EC -14-101 Citibank, N.A. ) Sioux Falls, South Dakota ) ) ) CONSENT ORDER The Comptroller of the Currency of the United States of America ("Comptroller"), through his national bank examiners and other staff of the Office of the Comptroller of the Currency (“OCC”), has conducted an examination of Citibank, N.A., Sioux Falls, South Dakota (“Bank”). The Bank engages in foreign exchange business (including G10 and other currencies, sales and trading in spot, forwards, options, or other derivatives) and the OCC has identified certain deficiencies and unsafe or unsound practices related to the Bank’s wholesale foreign exchange business where it is acting as principal (“FX Trading”). The OCC has informed the Bank of the findings resulting from the examination. The Bank, by and through its duly elected and acting Board of Directors (“Board”), has executed a “Stipulation and Consent to the Issuance of a Consent Order,” dated November 11, 2014, that is accepted by the Comptroller (“Stipulation”). By this Stipulation and Consent, which is incorporated by reference, the Bank has consented to the issuance of this Consent Cease and Desist Order (“Order”) by the Comptroller. The Bank has committed to taking all necessary and appropriate steps to remedy the deficiencies and unsafe or unsound practices identified by the OCC and has begun implementing procedures to remediate the practices addressed in this Order. ARTICLE I COMPTROLLER’S FINDINGS The Comptroller finds, and the Bank neither admits nor denies, the following: (1) The foreign exchange (“FX”) market is one of the largest and most liquid markets in the world.