Download or read book Early Warning Systems written by Mr.Abdul Abiad and published by International Monetary Fund. This book was released on 2003-02-01 with total page 61 pages. Available in PDF, EPUB and Kindle. Book excerpt: Previous early-warning systems (EWSs) for currency crises have relied on models that require a priori dating of crises. This paper proposes an alternative EWS, based on a Markov-switching model, which identifies and characterizes crisis periods endogenously; this also allows the model to utilize information contained in exchange rate dynamics. The model is estimated using data for the period 1972-99 for the Asian crisis countries, taking a country-by-country approach. The model outperforms standard EWSs, both in signaling crises and reducing false alarms. Two lessons emerge. First, accounting for the dynamics of exchange rates is important. Second, different indicators matter for different countries, suggesting that the assumption of parameter constancy underlying panel estimates of EWSs may contribute to poor performance.
Download or read book Comparing the Performance of Logit and Probit 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 2014-04-17 with total page 26 pages. Available in PDF, EPUB and Kindle. Book excerpt: We compare how logit (fixed effects) and probit early warning systems (EWS) predict insample and out-of-sample currency crises in emerging markets (EMs). We look at episodes of currency crises that took place in 29 EMs between January 1995 and December 2012. Stronger real GDP growth rates and higher net foreign assets significantly reduce the probability of experiencing a currency crisis, while high levels of credit to the private sector increase it. We find that the logit and probit EWS out-of-sample performances are broadly similar, and that the EWS performance can be very sensitive both to the size of the estimation sample, and to the crisis definition employed. For macroeconomic policy purposes, we conclude that a currency crisis definition identifying more rather than less crisis episodes should be used, even if this may lead to the risk of issuing false alarms.
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.
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.
Download or read book Early Warning Systems on Currency Crises written by Irina Racaru and published by . This book was released on 2006 with total page 42 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Early Warning Systems for Financial Crises written by Asian Development Bank and published by Springer. This book was released on 2005-02-15 with total page 164 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since the 1997 Asian financial crisis, East Asia has implemented a number of initiatives designed to strengthen monetary and financial cooperation, bolstering the region's resilience to economic and financial vulnerabilities. One such initiative is the ASEAN+3 Information Exchange and Policy Dialogue, which includes development of early warning systems (EWS) for financial crises. This book examines efforts to develop EWS models. Specifically, the book analyzes the current understanding of the causes of currency and banking crises, describes recent progress in developing and applying EWS models for currency and banking crises, reviews methodolgical issues, assesses the predictive power of EWS models and also highlights areas where further research is required to make these models more effective tools for policy analysis. The case studies apply both parametric and nonparametric approaches to EWS modleing using data from six East Asian countries.
Download or read book Early Warning Systems for Currency Crises written by Peter J. G. Vlaar and published by . This book was released on 2000 with total page 32 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Early Warning System for Currency Crises written by Yih-Jiuan Wu and published by . This book was released on 2000 with total page 124 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book The Efficiency of Early Warning Indicators for Financial Crises written by Jens Michael Rabe and published by Diplom.de. This book was released on 2000-03 with total page 88 pages. Available in PDF, EPUB and Kindle. Book excerpt: Diploma Thesis from the year 2000 in the subject Economics - Macro-economics, general, grade: 1,7, University of Constance (Wirtschaftswissenschaften und Statistik, Internationale Geld- und Wahrungspolitik), language: English, abstract: Inhaltsangabe: Abstract: The banking and currency crises of the last two decades inflicted substantial financial, economic, and social damage on the countries in which they originated. In this work, the efficiency of early warning indicators for these disastrous economic events is evaluated. An analysis of the traditional and recent literature on currency crises is performed in order to extract potential early warning indicators that are suggested by theory. Alongside others, these candidate indicators are tested in alternative empirical studies that are reviewed in this work. The results are mixed, but somewhat encouraging for further research in this field. Furthermore, the analysis is extended to a critique of systems of early warning indicators currently used by international institutions. Inhaltsverzeichnis: Table of Contents: 1.Introduction1 2.The Currency Crisis Literature as a Reference Point for the Identification of Early Warning Indicators4 2.1The Traditional Theory5 2.2Second Generation Models11 2.3A Cross-generation Framework Proposition19 2.4Early Warning Indicators as Suggested by Theory22 3.The Empirical Assessment of Early Warning Indicators24 3.1Univariate Indicators for Financial Crises24 3.1.1Cross-Country Regressions26 3.1.2Multivariate Probit Models35 3.1.3The Signals Approach40 3.2Composite Leading Indicators for Financial Crises48 4.A Critique of Early Warning Indicators Used in Practice53 5.Conclusion64 Appendix68 Bibliography69
Download or read book Assessing Early Warning Systems written by Andrew Berg and published by International Monetary Fund. This book was released on 2004-03 with total page 50 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since 1999, the IMF's staff has been tracking several early-warning-system (EWS) models of currency crisis. The results have been mixed. One of the long-horizon models has performed well relative to pure guesswork and to available non-model-based forecasts, such as agency ratings and private analysts' currency crisis risk scores. The data do not speak clearly on the other long-horizon EWS model. The two short-horizon private sector models generally performed poorly.
Download or read book Early Warning Systems written by Abdul G. Abiad and published by . This book was released on 2005 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Previous early-warning systems (EWSs) for currency crises have relied on models that require a priori dating of crises. This paper proposes an alternative EWS, based on a Markov-switching model, which identifies and characterizes crisis periods endogenously; this also allows the model to utilize information contained in exchange rate dynamics. The model is estimated using data for the period 1972-99 for the Asian crisis countries, taking a country-by-country approach. The model outperforms standard EWSs, both in signaling crises and reducing false alarms. Two lessons emerge. First, accounting for the dynamics of exchange rates is important. Second, different indicators matter for different countries, suggesting that the assumption of parameter constancy underlying panel estimates of EWSs may contribute to poor performance.
Download or read book Early Warning Systems for Currency Crises with Real Time Data written by and published by . This book was released on 2017 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: We assess the sensitivity of EWS currency crisis predictions to the choice of two alternative data sets shown in Figure 1. As our first data set, we employ current-vintage data which implies using information of the most recent vintage, as shown in the first column of the right panel of the figure. [...] Frankel and Rose (1996) identify a currency crisis when two conditions are met: (i) the depreciation of the nominal exchange rate of the currency is larger than 25% in a year, and (ii) the rate of the nominal depreciation must be 10 percentage points larger than it was in the previous year. [...] The index consists of the weighted average of monthly changes in the nominal exchange rate versus the US dollar and the monthly percentage change of the international reserves, measured in US dollars. [...] We use the noise-to-signal ratio and the loss function.3 The letters (A, B, C, D) used in the formulas below refer to the categories in Table 1. Noise-to-Signal Ratio The first method is used in the original signal approach model of Kaminsky, Lizondo and Reinhart (1998). [...] The costs of a false alarm are the costs of taking preventive actions, the risk of a self-fulfilling prophecy and the loss of trust in the policy makers when false alarms become frequent.
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.
Download or read book Currency and Banking Crises written by Graciela Laura Kaminsky and published by International Monetary Fund. This book was released on 1999-12-01 with total page 39 pages. Available in PDF, EPUB and Kindle. Book excerpt: The abruptness and virulence of the 1997 Asian crises have led many to claim that these crises are of a new breed and were thus unforecastable. This paper examines 102 financial crises in 20 countries and concludes that the Asian crises are not of a new variety. Overall, the 1997 Asian crises, as well as previous crises elsewhere, occur when economies are in distress, making the degree of fragility of the economy a useful indicator of future crises. Based on this idea, the paper proposes different composite leading indicators of crises, evaluated in terms of accuracy both in-sample and out-of-sample.
Download or read book Early Warning Systems for Currency Crises with Real Time Data written by and published by . This book was released on 2017 with total page 33 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Early Warning Systems for Currency Crises in Emerging Markets written by Stefan Jansen and published by . This book was released on 2013 with total page 95 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper aims at identifying key empirical regularities characterizing the onset of a currency crisis that might be suitable for early warning purposes and proceeds by providing analysis and empirical tests of economic and financial variables both in-sample and out-of-sample in order to assess their performance as leading indicators of a speculative attack. Two distinct methodologies are compared and implications for the theory of currency crises and economic policies to their prevention will be investigated in the process.
Download or read book The Early Warning System for Currency Crises in Korea written by 최공필 and published by . This book was released on 2001 with total page 69 pages. Available in PDF, EPUB and Kindle. Book excerpt:
