Speculative Attacks and Risk Management∗
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Forecasting Direction of Exchange Rate Fluctuations with Two Dimensional Patterns and Currency Strength
FORECASTING DIRECTION OF EXCHANGE RATE FLUCTUATIONS WITH TWO DIMENSIONAL PATTERNS AND CURRENCY STRENGTH A THESIS SUBMITTED TO THE GRADUATE SCHOOL OF NATURAL AND APPLIED SCIENCES OF MIDDLE EAST TECHNICAL UNIVERSITY BY MUSTAFA ONUR ÖZORHAN IN PARTIAL FULFILLMENT OF THE REQUIREMENTS FOR THE DEGREE OF DOCTOR OF PILOSOPHY IN COMPUTER ENGINEERING MAY 2017 Approval of the thesis: FORECASTING DIRECTION OF EXCHANGE RATE FLUCTUATIONS WITH TWO DIMENSIONAL PATTERNS AND CURRENCY STRENGTH submitted by MUSTAFA ONUR ÖZORHAN in partial fulfillment of the requirements for the degree of Doctor of Philosophy in Computer Engineering Department, Middle East Technical University by, Prof. Dr. Gülbin Dural Ünver _______________ Dean, Graduate School of Natural and Applied Sciences Prof. Dr. Adnan Yazıcı _______________ Head of Department, Computer Engineering Prof. Dr. İsmail Hakkı Toroslu _______________ Supervisor, Computer Engineering Department, METU Examining Committee Members: Prof. Dr. Tolga Can _______________ Computer Engineering Department, METU Prof. Dr. İsmail Hakkı Toroslu _______________ Computer Engineering Department, METU Assoc. Prof. Dr. Cem İyigün _______________ Industrial Engineering Department, METU Assoc. Prof. Dr. Tansel Özyer _______________ Computer Engineering Department, TOBB University of Economics and Technology Assist. Prof. Dr. Murat Özbayoğlu _______________ Computer Engineering Department, TOBB University of Economics and Technology Date: ___24.05.2017___ I hereby declare that all information in this document has been obtained and presented in accordance with academic rules and ethical conduct. I also declare that, as required by these rules and conduct, I have fully cited and referenced all material and results that are not original to this work. Name, Last name: MUSTAFA ONUR ÖZORHAN Signature: iv ABSTRACT FORECASTING DIRECTION OF EXCHANGE RATE FLUCTUATIONS WITH TWO DIMENSIONAL PATTERNS AND CURRENCY STRENGTH Özorhan, Mustafa Onur Ph.D., Department of Computer Engineering Supervisor: Prof. -
Active, Passive, Or a Third Way?
FEATURE | THE NEW GEOGRAPHY OF INVESTING RETHINKING FOREIGN EXCHANGE IN YOUR INVESTMENT PORTFOLIO: Active, Passive, or a Third Way? By David Cohen ack in 2009 I was fortunate enough Perhaps it’s time we rethink foreign exchange U.S. dollar, but during the past 43 years the to hear a leading bond fund manager (FX). yen has appreciated at an average annual Bspeak about the future. As he held up rate in excess of 3 percent. In January 1971, a $1 bill, he prophesized that one day we Passive currency management is most often the exchange rate of the Japanese yen to the would be telling our grandchildren about the default strategy for the following reasons: U.S. dollar was 358:1, and as of December these little pieces of paper that people used 2013 the exchange rate was about 103:1. to exchange for goods and services. The 1. Short-term currency movements gener- Whether this type of change in fundamen- history-mindful manager had a theory that ally are difficult to predict and the man- tal valuation is the natural evolution for the currency devaluation was the central bank agement of domestic currency valuation currency of a country progressing from an elixir to the developed-market financial fluctuations relative to foreign purchas- emerging market to a developed market is crisis. At the time, it seemed like just a sim- ing power does not factor into portfolio beyond the scope of this article. The data, ple prognostication, but in reality it was a performance evaluations. however, suggest that currency valuations prescient forecast of the beggar-thy-neigh- 2. -
With Cross-Border Investments, Realize That Currencies Will Mean Revert March 2021
By: Ivan Oscar Asensio, Ph.D., David Song SVB FX Risk Advisory for PE/VC Investors With cross-border investments, realize that currencies will mean revert March 2021 Key takeaways It’s important to consider Our machine learning model trained on The gravitational pull of mean reversion where a currency trades 30 years of data demonstrates that a currency may take years to take hold, so this relative to its historical hedging strategy based on SVB’s proprietary strategy is appropriate for private mean when allocating signals could add significant internal rate of equity and growth investors with capital overseas. return (IRR) to overseas investments. long-dated investment horizons. Currency: A major risk for private equity and venture investors, can be material and often overlooked The focus of this paper is to introduce an objective framework Private equity and venture investors tend to have long time to arrive at a hedging decision — horizons. Investments exited in 2019 had an average holding when to hedge and how much to period of almost six years, on average, according to Pitchbook. hedge — to maximize the economic Those long investment durations heighten currency risk for PE value of the hedges on the basis and VC investors who inherit foreign exchange (FX) risk as a by- of risk versus reward. product of allocating capital abroad. Cross-border investments typically are denominated in a foreign currency1, introducing the risk that depreciation in the destination currency between the entry and exit date could undermine the investment’s IRR. 6.02 Years Average holding period of 5.84 5.82 5.76 private equity investments 5.91 5.80 5.75 5.47 5.04 5.31 4.52 4.45 4.33 4.27 4.34 4.07 4.23 4.29 4.26 3.77 2001 2003 2005 2007 2009 2011 2013 2015 2017 2019 Source: Pitchbook, August 1, 2019 1 Applies when both the acquisition and the exit price are denominated in a foreign currency. -
Currency Crises: a Perspective on Recent Theoretical Developments
SPECIAL PAPERS IN INTERNATIONAL ECONOMICS No. 20, March 2000 CURRENCY CRISES: A PERSPECTIVE ON RECENT THEORETICAL DEVELOPMENTS OLIVIER JEANNE INTERNATIONAL FINANCE SECTION DEPARTMENT OF ECONOMICS PRINCETON UNIVERSITY PRINCETON, NEW JERSEY SPECIAL PAPERS IN INTERNATIONAL ECONOMICS SPECIAL PAPERS IN INTERNATIONAL ECONOMICS are published by the International Finance Section of the De- partment of Economics of Princeton University. Although the Section sponsors the publications, the authors are free to develop their topics as they wish. The Section welcomes the submission of manuscripts for publication in this and its other series. Please see the Notice to Contributors at the back of this Special Paper. The author of this Special Paper, Olivier Jeanne, is an economist at the Research Department of the International Monetary Fund. He has also served as a researcher at the Centre d’Enseignement et de Recherche en Analyse Socio- Économique (CERAS) in Paris and as a visiting assistant professor at the University of California at Berkeley. His interests include currency crises, monetary policy, and the economics of social status. GENE M. GROSSMAN, Acting Director International Finance Section SPECIAL PAPERS IN INTERNATIONAL ECONOMICS No. 20, March 2000 CURRENCY CRISES: A PERSPECTIVE ON RECENT THEORETICAL DEVELOPMENTS OLIVIER JEANNE INTERNATIONAL FINANCE SECTION DEPARTMENT OF ECONOMICS PRINCETON UNIVERSITY PRINCETON, NEW JERSEY INTERNATIONAL FINANCE SECTION EDITORIAL STAFF Gene M. Grossman Acting Director Margaret B. Riccardi, Editor Sharon B. Ernst, Editorial Aide Lalitha H. Chandra, Subscriptions and Orders Library of Congress Cataloging-in-Publication Data Jeanne, Olivier Currency crises : a perspective on recent theoretical developments / Olivier Jeanne. p. cm. — (Special papers in international economics ; no. 20) Includes bibliographical references. -
ESTIMATION of SPECULATIVE ATTACK MODELS Use
EESSTTIIMMAATTIIOONN OOFF SSPPEECCUULLAATTIIVVEE AATTTTAACCKK MMOODDEELLSS AANNDD TTHHEE IIMMPPLLIICCAATTIIOONNSS FFOORR MMAACCRROOEECCOONNOOMMIICC PPOOLLIICCYY:: JJaammaaiiccaa 11999911--0000 ABSTRACT This paper attempts to generate an empirical model aimed at predicting the timing and magnitude of currency depreciation forced by speculative attacks on Jamaica’s managed exchange rate system. The paper is grounded within a first generation approach (‘fundamentals approach’) to speculative attack modeling, which stresses the role played by weak economic fundamentals in inducing currency crises. While this approach has been applied exclusively to fixed and pegged exchange rate regimes, we believe that with some modification the empirical model can be applied to managed exchange rate systems. The estimation procedure generates an equilibrium exchange rate derived from a reduced form equation and the difference between the evolution of the actual exchange rate and the generated equilibrium rate is considered as the misalignment gap. The gap revealed the extent to which the market has persistently factored in an expected depreciation of the currency driven primarily by the inconsistency in fiscal and monetary policy as well as random shocks relating to the unavailability of external credit supplies and relative prices. The methodology is applied to the Jamaican dollar and the model is estimated using data from 1991 to 1999. The model generates time-series estimates of the twelve period-ahead (January to December 2000) probability of depreciation and the expected value of the new managed exchange rate. Bosede Nelson-Douglas* Research & Economic Programming Division January 2001 ---------------------- *The views expressed in this paper are those of the author and do not necessarily reflect the views of the Bank of Jamaica. -
Explaining the September 1992 ERM Crisis: the Maastricht Bargain and Domestic Politics in Germany, France, and Britain
Explaining the September 1992 ERM Crisis: The Maastricht Bargain and Domestic Politics in Germany, France, and Britain Explaining the September 1992 ERM Crisis: The Maastricht Bargain and Domestic Politics in Germany, France, and Britain Christina R. Sevilla Harvard University Dept. of Government Cambridge, MA 02138 [email protected] Presented at the European Community Studies Association, Fourth Biennial International Conference, May 11-14, 1995, Charleston, SC. Comments welcome. In September of 1992, the seemingly inexorable movement of the European exchange rate mechanism from a system of quasi-fixed exchange rates towards monetary union and ultimately a common currency by the end of the decade was abruptly preempted, perhaps indefinitely. Massive speculative pressure on the eve of the French referendum precipitated the worst crisis in the thirteen- year history of the European Monetary System, resulting in the ejection of the sterling and the lira from the ERM, the devaluation of the peseta, the threat of forced devaluation of several other currencies, including the "hard-core" franc, and the abandonment or near-abandonment of unilateral currency pegs to the system by non-ERM countries. Together with political recriminations and blame-laying between Britain and Germany in the aftermath, the crisis represented a tremendous blow to the goals of political and economic integration recently affirmed by EC member governments in the Maastricht Treaty on European Union in December 1991. Nevertheless, conventional wisdom at the time dictated a more sanguine assessment of the prospects for EMU, in the belief that the strains within the ERM were due to the unfortunate confluence of exceptional circumstances -- the shock of German reunification, a debt-driven recession in Britain, and the uncertainties caused by the Danish and French referendums on Maastricht. -
Speculative Attacks Within Or Outside a Monetary Union: Default Versus Inflation (What to Do Today) Daniel Gros
Speculative Attacks within or outside a Monetary Union: Default versus Inflation (what to do today) Daniel Gros No. 257, November 2011 Introduction The historical record shows that during the early 1990s Italy faced a much higher burden in terms Is a high level of public debt inherently more of high interest rates and interest expenditure dangerous within a monetary union? During the than today. Nevertheless the current position of 1990s it was often argued that only by entering Italy is perceived as even more dangerous than the EMU could Italy (or Spain) protect itself from then. the high interest rates it had to pay on its large public debt. The argument was that by joining The key question that remains at the analytical the single currency, Italy could convince level is thus whether there are other mechanisms financial markets that it would not inflate away that make a formal default with a haircut the value of its debt and hence benefit from different from debt monetization, which reduces lower risk premia. the purchasing power for investors by the same amount. This paper argues that there is indeed a Oddly enough, the opposite augment is often difference because a formal sovereign default used today to explain Italy’s current high risk invariably leads to a banking crisis. Moreover, premium: Italy (and Spain) has to pay a high risk within a monetary union a sovereign is more premium because it has lost the option to use the exposed to liquidity problems than a country printing press, so the argument goes today. with an independent currency and any of its Moreover, it has been argued that the higher problems quickly spill over into the banking interest burden could go beyond the willingness system, which cannot survive without a reliable of the population to pay taxes, thus pushing the source of liquidity given that banks are by nature country into default if interest rates stay too highly leveraged institutions. -
Currency Crisis Models
1 CURRENCY CRISIS MODELS Craig Burnside, Martin Eichenbaum, and Sergio Rebelo The New Palgrave: A Dictionary of Economics, 2nd Edition February 2007 There have been many currency crises during the post-war era (see Kaminsky and Reinhart, 1999). A currency crisis is an episode in which the exchange rate depreciates substantially during a short period of time. There is an extensive literature on the causes and consequences of a currency crisis in a country with a fixed or heavily managed exchange rate. The models in this literature are often categorized as first-, second- or third-generation. In first-generation models the collapse of a fixed exchange rate regime is caused by unsustainable fiscal policy. The classic first-generation models are those of Krugman (1979) and Flood and Garber (1984). These models are related to earlier work by Henderson and Salant (1978) on speculative attacks in the gold market. Important extensions of these early models incorporate consumer optimization and the government’s intertemporal budget constraint into the analysis (see Obstfeld, 1986; Calvo, 1987; Drazen and Helpman, 1987; Wijnbergen, 1991). Flood and Marion (1999) provide a detailed review of first-generation models. In a fixed exchange rate regime a government must fix the money supply in accordance with the fixed exchange rate. This requirement severely limits the government’s ability to raise seigniorage revenue. A hallmark of first-generation models is that the government runs a persistent primary deficit. This deficit implies that the government must either deplete assets, such as foreign reserves, or borrow to finance the deficit. It is infeasible for the government to borrow or deplete reserves indefinitely. -
2 Interest Rates & Bond 3 Global Stock Market 7 Currencies 10
Issue 228 12 June 2003 In its 20th year Fullermoney Global Strategy and Investment Trends by David Fuller www.fullermoney.com This leg of the Wall Street-led Asian stock markets now offer the rally is maturing - valuations, best opportunities in this era of slow corporate ethics and the oil price economic growth, high valuations on will re-surface as concerns. Wall Street and credit creation. Say goodbye to the Austrian school - we’re heading However near-term downside risk for a Keynesian overdose. In an ideal world, every appears limited to a summer country would start with a clean slate and be managed reaction and consolidation, followed in line with sensible, disciplined Austrian school economics. However as far as governments are concerned, we can’t get by somewhat higher levels. there from here, because Austrian economic policies would result in pain before the benefits accrued, not least because of all the debt problems. Welcome to reality. We live in a 2 Interest Rates & Bond troubled and chaotic world, in case anyone hadn’t noticed. Central banks will err on the side of easy money. Further In democracies, governments would be thrown out of office rate cuts are likely from the ECB and BoE, although the at the next election if they became born-again Austrian case for another reduction by the Fed is questionable. economists. Autocratic regimes would face uprisings. This Government bond yields have resumed their declines, is why we are heading along the path of Keynesian helped by deflation fears and liquidity, but a bubble overdose, in the form of credit creation. -
CASH TRAP STRATEGY OVERVIEW Prepared by Dr
CASH TRAP STRATEGY OVERVIEW Prepared by Dr. Joshua Lee Not all trades are equal. Combining multiple indicators to confirm the trade idea can help to increase the strength of a trade idea. This document teaches how to assign a point value to each trade idea. 3 Point = Good trade 4 Point = Better trade 5+ Points = Best trade ARROW INDICATOR é ê Arrow = 3 points RSI and STOCHASTICS INDICATORS For a PUT OPTION, a CROSS DOWN through the red dashed line = 0.5 point For a CALL OPTION, a CROSS UP through the green dashed line = 0.5 point Examples: PUT OPTION CALL OPTION MOVING AVERAGE LINE INDICATOR For a PUT OPTION, if price is BELOW the PURPLE MOVING AVERAGE LINE = 0.5 point For a CALL OPTION, if price is ABOVE the PURPLE MOVING AVERAGE LINE = 0.5 point CURRENCY STRENGTH METER For a PUT OPTION, the second currency in the pair is stronger (favoring an downtrend) = 1 point For a CALL OPTION, the first currency in the pair is stronger (favoring an uptrend) = 1 point BOLLINGER BANDS – Dynamic Support & Resistant The standard settings Bollinger Band includes 2 standard deviations from the mean, which means that 98.3% of all price movement activity will take place inside the top and bottom bands. Price tends to reverse when it reaches either the top band line, or the bottom band line. It also can reverse when price reaches the middle (mean) line. Example: The red arrows below show how the price reversed at either the top, bottom, or mean line. READING THE CHART A candlestick chart with its indicators, is meant to give you a visual representation of price-based data so that you can more easily and quickly make trade decisions. -
Forex Investement and Security
Investment and Securities Trading Simulation An Interactive Qualifying Project Report submitted to the Faculty of WORCESTER POLYTECHNIC INSTITUTE in partial fulfillment of the requirements for the Degree of Bachelor of Science by Jean Friend Diego Lugo Greg Mannke Date: May 1, 2011 Approved: Professor Hossein Hakim Abstract: Investing in the Foreign Exchange market, also known as the FOREX market, is extremely risky. Due to a high amount of people trying to invest in currency movements, just one unwatched position can result in a completely wiped out bank account. In order to prevent the loss of funds, a trading plan must be followed in order to gain a maximum profit in the market. This project complies a series of steps to become a successful FOREX trader, including setting stop losses, using indicators, and other types of research. 1 Acknowledgement: We would like to thank Hakim Hossein, Professor, Electrical & Computer Engineering Department, Worcester Polytechnic Institute for his guidance throughout the course of this project and his contributions to this project. 2 Table of Contents 1 Introduction .............................................................................................................................. 6 1.1 Introduction ....................................................................................................................... 6 1.2 Project Description ............................................................................................................. 9 2 Background .................................................................................................................................. -
FOREX Investment and Trading
FOREX Investment and Trading An Interactive Qualifying Project Report submitted to the Faculty of WORCESTER POLYTECHNIC INSTITUTE in partial fulfillment of the requirements for the Degree of Bachelor of Science By Edgar Buenrostro Alberto Mateo Adrian Ramirez Date: September 25th, 2012 Approved By: Professor Hossein Hakim ii ABSTRACT The principal objective of this paper is to exhibit the most feasible method to establish a Forex firm successfully. The intent of this project is to provide a detailed explanation of the currency trading market for all kinds of audience. Thus, it provides the essentials of the Forex market as well as samples of trades from the group, in which is possible to appreciate the common risks and mistakes a person is susceptible to while trading. In addition, it includes an explanation of the methodology utilized by the group such as the use of technical and fundamental analysis. Furthermore, automated trading is introduced. iii Acknowledgement We would like to thank Hossein Hakim, Professor, Electrical & Computer Engineering Department, and Michael Radzicki, Professor of Economics, Worcester Polytechnic Institute for their guidance throughout the course of this project and their contributions to this project. iv Table of Contents Abstract……….……………………………………………………………………………………………………………………………..ii Acknowledgement……………….……………………………………………………………………………………............…........iii Table of Figures ........................................................................................................................................