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Predicting Exchange Rate Crises
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Book Synopsis Are Currency Crises Predictable? A Test by : Ms.Catherine A. Pattillo
Download or read book Are Currency Crises Predictable? A Test written by Ms.Catherine A. Pattillo and published by International Monetary Fund. This book was released on 1998-11-01 with total page 62 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper evaluates three models for predicting currency crises that were proposed before 1997. The idea is to answer the question: if we had been using these models in late 1996, how well armed would we have been to predict the Asian crisis? The results are mixed but somewhat encouraging. One model, and our modifications to it, provide useful forecasts, at least compared with a naive benchmark. The head-to-head comparison also sheds light on the economics of currency crises, the nature of the Asian crisis, and issues in the empirical modeling of currency crises.
Book Synopsis A Perspectiveon Predicting Currency Crises by : Juan Yepez
Download or read book A Perspectiveon Predicting Currency Crises written by Juan Yepez and published by International Monetary Fund. This book was released on 2010-10-01 with total page 30 pages. Available in PDF, EPUB and Kindle. Book excerpt: Currency crises are difficult to predict. It could be that we are choosing the wrong variables or using the wrong models or adopting measurement techniques not up to the task. We set up a Monte Carlo experiment designed to evaluate the measurement techniques. In our study, the methods are given the right fundamentals and the right models and are evaluated on how closely the estimated predictions match the objectively correct predictions. We find that all methods do reasonably well when fundamentals are explosive and all do badly when fundamentals are merely highly volatile.
Book Synopsis Predicting Exchange Rate Crises by : Linda S. Goldberg
Download or read book Predicting Exchange Rate Crises written by Linda S. Goldberg and published by . This book was released on 1990 with total page 116 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper predicts ex-ante the probability of currency crises end size of expected devaluations month by month for Mexico between 1980 and 1986 using a heterodox linear discrete time model of exchange rate crises. The forces contributing to speculative attacks on the Mexican peso include internal money creation, external credit shocks, and relative price shocks. The framework proves highly successful for generating forecasts of the probability of speculative attacks on the peso and for predicting lower bounds for post- collapse exchange rates using a range of assumptions about critical levels of central bank reserve floors. Simulation results suggest that reducing domestic credit growth, increasing the uncertainty surrounding this growth, and reducing the size and perhaps increasing the frequency of currency realignments might have greatly reduced the amount of currency speculation against the peso in some of the crisis periods between 1980 and 1986.
Book Synopsis Predicting Currency Fluctuations and Crises by : Daniel Kaufmann
Download or read book Predicting Currency Fluctuations and Crises written by Daniel Kaufmann and published by World Bank Publications. This book was released on 1999 with total page 40 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Markets have had limited success predicting crises and might do better by drawing on private information available to resident enterprise managers, who seem to know better than markets about future movements in exchange rates"--Cover.
Book Synopsis Are Currency Crises Predictable? by : Mr.Ilan Goldfajn
Download or read book Are Currency Crises Predictable? written by Mr.Ilan Goldfajn and published by International Monetary Fund. This book was released on 1997-12-01 with total page 20 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper studies whether exchange rate expectations and overvaluations are predictors of currency crises. The results suggest that overvaluation has predictive power in explaining crises. However, although expected depreciation obtained from survey data partially takes different measures of exchange rate misalignment into consideration, expectations fail to anticipate currency crises.
Book Synopsis Perspectiveson the Recent Currency Crisis Literature by : Mr.Robert P. Flood
Download or read book Perspectiveson the Recent Currency Crisis Literature written by Mr.Robert P. Flood and published by International Monetary Fund. This book was released on 1998-09-01 with total page 52 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the 1990s, currency crises in Europe, Mexico, and Asia have drawn worldwide attention to speculative attacks on government-controlled exchange rates and have prompted researchers to undertake new theoretical and empirical analysis of these events. This paper provides some perspective on this work and relates it to earlier research. It derives the optimal commitment to a fixed exchange rate and proposes a common framework for analyzing currency crises. This framework stresses the important role of speculators and recognizes that the government’s commitment to a fixed exchange rate is constrained by other policy goals. The final section finds that some crises may be particularly difficult to predict using currently popular methods.
Book Synopsis Leading Indicators of Currency Crises by : Graciela Laura Kaminsky
Download or read book Leading Indicators of Currency Crises written by Graciela Laura Kaminsky and published by International Monetary Fund. This book was released on 1997-07-01 with total page 44 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper examines the empirical evidence on currency crises and proposes a specific early warning system. This system involves monitoring the evolution of several indicators that tend to exhibit an unusual behavior in the periods preceding a crisis. When an indicator exceeds a certain threshold value, this is interpreted as a warning “signal” that a currency crisis may take place within the following 24 months. The variables that have the best track record within this approach include exports, deviations of the real exchange rate from trend, the ratio of broad money to gross international reserves, output, and equity prices.
Book Synopsis The Challenge of Predicting Economic Crises by : Ms.Catherine A. Pattillo
Download or read book The Challenge of Predicting Economic Crises written by Ms.Catherine A. Pattillo and published by International Monetary Fund. This book was released on 2000-09-11 with total page 22 pages. Available in PDF, EPUB and Kindle. Book excerpt: The integration of financial markets around the world over the past decade has posed new challenges for policymakers. The speed with which money can be switched in and out of currencies and countries has increased with the efficiency of global communications, considerably shortening the time policymakers have to respond to emerging crises. This pamphlet takes alook at attempts by economists to predict crises by developing early warning systems to signal when trouble may be brewing in currency markets and banking systems.
Book Synopsis Predicting Currency Fluctuations and Crises by : Daniel Kaufmann
Download or read book Predicting Currency Fluctuations and Crises written by Daniel Kaufmann and published by . This book was released on 2004 with total page 33 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper investigates whether resident enterprise managers have an informational advantage about the countries where they work. We test this informational advantage hypothesis by using a unique dataset, the Global Competitiveness Survey. The findings suggest that local managers do have valuable information about the country where they reside. Local managers' responses improve conventional estimates of future volatility and changes in the exchange rate, which are based on economic fundamentals. These findings provide support to the theories that claim that asymmetric information is present in international financial markets and is important to understand financial crises.
Book Synopsis Assessing Banking and Currency Crisis Risk in Small States by : Carlo Pizzinelli
Download or read book Assessing Banking and Currency Crisis Risk in Small States written by Carlo Pizzinelli and published by International Monetary Fund. This book was released on 2021-11-19 with total page 34 pages. Available in PDF, EPUB and Kindle. Book excerpt: To complement the early warning signals literature, we study the determinants of banking and currency crises for small states and currency boards. Building on the crisis dataset by Laeven and Valencia (2020), we estimate a binominal logit model to identify the determinants of crises, and as a case study, we apply our models to the Eastern Caribbean Currency Union (ECCU). Our findings largely confirm past studies’ results that both external and domestic fundamentals matter in predicting crisis likelihood, but we find that small states and fixed exchange rate regimes are more sensitive to these fundamentals, compared to larger economies. Our empirical results also suggest that for currency board economies, keeping a high level of the foreign reserve cover—the “backing ratio” defined as official foreign reserves as a share of central bank demand liabilities—is critical to reduce the likelihood of both banking and currency crises. The backing ratio is particularly important during years of global economic downturn.
Book Synopsis Handbook of Exchange Rates by : Jessica James
Download or read book Handbook of Exchange Rates written by Jessica James and published by John Wiley & Sons. This book was released on 2012-05-29 with total page 674 pages. Available in PDF, EPUB and Kindle. Book excerpt: Praise for Handbook of Exchange Rates “This book is remarkable. I expect it to become the anchor reference for people working in the foreign exchange field.” —Richard K. Lyons, Dean and Professor of Finance, Haas School of Business, University of California Berkeley “It is quite easily the most wide ranging treaty of expertise on the forex market I have ever come across. I will be keeping a copy close to my fingertips.” —Jim O’Neill, Chairman, Goldman Sachs Asset Management How should we evaluate the forecasting power of models? What are appropriate loss functions for major market participants? Is the exchange rate the only means of adjustment? Handbook of Exchange Rates answers these questions and many more, equipping readers with the relevant concepts and policies for working in today’s international economic climate. Featuring contributions written by leading specialists from the global financial arena, this handbook provides a collection of original ideas on foreign exchange (FX) rates in four succinct sections: • Overview introduces the history of the FX market and exchange rate regimes, discussing key instruments in the trading environment as well as macro and micro approaches to FX determination. • Exchange Rate Models and Methods focuses on forecasting exchange rates, featuring methodological contributions on the statistical methods for evaluating forecast performance, parity relationships, fair value models, and flow–based models. • FX Markets and Products outlines active currency management, currency hedging, hedge accounting; high frequency and algorithmic trading in FX; and FX strategy-based products. • FX Markets and Policy explores the current policies in place in global markets and presents a framework for analyzing financial crises. Throughout the book, topics are explored in-depth alongside their founding principles. Each chapter uses real-world examples from the financial industry and concludes with a summary that outlines key points and concepts. Handbook of Exchange Rates is an essential reference for fund managers and investors as well as practitioners and researchers working in finance, banking, business, and econometrics. The book also serves as a valuable supplement for courses on economics, business, and international finance at the upper-undergraduate and graduate levels.
Book Synopsis Predicting Currency Crisis by : Sanpichit Songpaisan
Download or read book Predicting Currency Crisis written by Sanpichit Songpaisan and published by . This book was released on 2002 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Three Essays on the Prediction and Identification of Currency Crises by : Pauline Kennedy
Download or read book Three Essays on the Prediction and Identification of Currency Crises written by Pauline Kennedy and published by . This book was released on 2003 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Comparing Parametric and Non-parametric Early Warning Systems for Currency Crises in Emerging Market Economies by : Mr.Fabio Comelli
Download or read book Comparing Parametric and Non-parametric Early Warning Systems for Currency Crises in Emerging Market Economies written by Mr.Fabio Comelli and published by International Monetary Fund. This book was released on 2013-05-30 with total page 29 pages. Available in PDF, EPUB and Kindle. Book excerpt: The purpose of this paper is to compare in-sample and out-of-sample performances of three parametric and non-parametric early warning systems (EWS) for currency crises in emerging market economies (EMs). The parametric EWS achieves superior out-of-sample results compared to the non-parametric EWS, as the total misclassification error of the former is lower than that of the latter. In addition, we find that the performances of the parametric and non-parametric EWS do not improve if the policymaker becomes more prudent. From a policy perspective, the policymaker faces the standard trade-off when using EWS. Greater prudence allows the policymaker to correctly call more crisis episodes, but this comes at the cost of issuing more false alarms. The benefit of correctly calling more currency crises needs to be traded off against the cost of issuing more false alarms and of implementing corrective macroeconomic policies prematurely.
Book Synopsis Anticipating Balance of Payments Crises--The Role of Early Warning Systems by : Mr.Eduardo Borensztein
Download or read book Anticipating Balance of Payments Crises--The Role of Early Warning Systems written by Mr.Eduardo Borensztein and published by International Monetary Fund. This book was released on 2000-01-24 with total page 44 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recent years have witnessed an increase in the frequency of currency and balance of payments crises in developing countries. More important, the crises have become more virulent, have caused widespread disruption to other developing countries, and have even had repercussions on advanced economies. To predict crises, their causes must be clearly understood. Two competing strands of theories are reviewed in this paper. The first focuses on the consequences of such policies as excessive credit growth in provoking depletion of foreign exchange reserves and making a devaluation enevitable. The second emphasizes the trade-offs between internal and external balance that the policymaker faces in defending a peg.
Book Synopsis Currency Crises and Uncertainty About Fundamentals by : Alessandro Prati
Download or read book Currency Crises and Uncertainty About Fundamentals written by Alessandro Prati and published by International Monetary Fund. This book was released on 2002 with total page 60 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper studies how uncertainty about fundamentals contributed to currency crises from both a theoretical and an empirical perspective. We find evidenceCbased on a monthly dataset of Consensus forecasts for six Asian countries in the period January 1995-May 2001Cconfirming the theoretical predictions (from both unique- and multiple-equilibria models) that: (i) speculative attacks depend not only on actual and expected fundamentals but also on the variance of speculators' expectations about them; and (ii) the sign of the effect of the variance depends on whether expected fundamentals are "good" or "bad." These results are robust to the definition of exchange rate pressure indices, the estimation sample (precrisis vs. full sample), the method chosen to avoid spurious correlations, and possible time-varying coefficients for the mean, the variance, and the threshold separating good from bad expected fundamentals.
Book Synopsis Predicting Fiscal Crises: A Machine Learning Approach by : Klaus-Peter Hellwig
Download or read book Predicting Fiscal Crises: A Machine Learning Approach written by Klaus-Peter Hellwig and published by International Monetary Fund. This book was released on 2021-05-27 with total page 66 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this paper I assess the ability of econometric and machine learning techniques to predict fiscal crises out of sample. I show that the econometric approaches used in many policy applications cannot outperform a simple heuristic rule of thumb. Machine learning techniques (elastic net, random forest, gradient boosted trees) deliver significant improvements in accuracy. Performance of machine learning techniques improves further, particularly for developing countries, when I expand the set of potential predictors and make use of algorithmic selection techniques instead of relying on a small set of variables deemed important by the literature. There is considerable agreement across learning algorithms in the set of selected predictors: Results confirm the importance of external sector stock and flow variables found in the literature but also point to demographics and the quality of governance as important predictors of fiscal crises. Fiscal variables appear to have less predictive value, and public debt matters only to the extent that it is owed to external creditors.
