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 Assessing Financial Vulnerability written by Morris Goldstein and published by Peterson Institute. This book was released on 2000 with total page 166 pages. Available in PDF, EPUB and Kindle. Book excerpt: This study reviews the literature on the origins of currency and banking crises. It presents empirical tests on the performance of alternative early-warning indicators for emerging-market economies. The book also identifies crisis-threshold values for early-warning indicators.

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 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 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 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 In Defense of Early Warning Signals written by Matthieu Bussière and published by . This book was released on 2013 with total page 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 2000-03-30 with total page 84 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 Do Indicators of Financial Crises Work written by Hali J. Edison and published by . This book was released on 2000 with total page 86 pages. Available in PDF, EPUB and Kindle. Book excerpt: The object of this paper is to develop an operational early warning system (EWS) that can detect financial crises. To achieve this goal the paper analyzes and extends the early warning system developed by Kaminsky, Lizondo, and Reinhart (1998) and Kaminsky and Reinhart (1999) that is based on the "signal" approach. This system monitors several indicators that tend to exhibit an unusual behavior in the periods preceding a crisis. When an indicator exceeds (or falls below) a threshold, then it is said to issue a "signal" that a currency crisis may occur within a given period. The model does a fairly good job of anticipating some of the crises in 1997/1998, but several weaknesses to the approach are identified. The paper also evaluates how this system can be applied to an individual country. On balance, the results in this paper are mixed, but the results suggest that an early warning system should be thought of as a useful diagnostic tool.

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 Identification of Currency Crises in Emerging Economies written by Tjeerd M. Boonman and published by . This book was released on 2017 with total page 87 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first step for empirical studying currency crises is to identify or date these crises. This is not an easy task - not even the conceptual definition is agreed upon, let alone an operational definition. The choice of a definition has an impact on the identification of crises, and may even provide an explanation to the mixed performance of early warning systems for currency crises. In empirical studies typically a single definition is adopted and the crisis dates are compared to the narrative to determine a set of currency crisis dates. We present a novel way to identify currency crises. We employ combinations of definitions, which provide a wider base than using a single definition. Through combining we can overcome setbacks of the individual definitions. We date currency crises in 35 emerging economies for the period 1990 to 2016, in a monthly frequency. We compare our dataset with the narrative, expert opinions and other studies, and find that a combination of several definitions fits the narrative better than any single crisis definition. We include the narrative in the appendix, which makes this work more transparent and useful for other investigators.

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 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 Handbook of Research on Financial and Banking Crisis Prediction Through Early Warning Systems written by Qaiser Munir and published by . This book was released on 2016 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Addresses the inequity of developed and developing nations from the bottom up through an exploration of current literature, specific case-studies, and data-based recommendations for new crisis indicators. It explores such topics as the Greek debt crisis, electronic banking, and financial crises in developing economies.

Download or read book From Early Warning Systems to Asset Managers Behavior written by Daniela Beckmann and published by Peter Lang Gmbh, Internationaler Verlag Der Wissenschaften. This book was released on 2007 with total page 188 pages. Available in PDF, EPUB and Kindle. Book excerpt: Asset managers have often been considered as key drivers behind financial globalization. As they have been both praised as leaders of global financial integration and blamed as originators of financial crises, any understanding of the international financial markets - and financial crises among them - should be based on a thorough understanding of its core actors, i.e. asset managers. The contribution of this work is thus twofold: In its first part, it addresses evidence from early warning systems and the role of fundamentals in financial crises. With the help of macro-level data for 20 countries and based on a new framework to assess the variety of contributions in this young field of research, different models of early warning systems are reviewed, replicated and critically tested for practical application. The work's second part turns the attention to financial markets from a behavioral perspective. Individual asset managers' views, perception and behavior are analyzed in detail with the help of a unique micro-level data set, generated in an international survey project with 1,165 participating financial market professionals from six countries. In particular, the role of professional asset managers' behavioral biases, risk taking, cultural background, and gender differences are analyzed by both selected country studies and cross-country evidence from mature and emerging markets.

Download or read book Early Warning Indicators of Banking Sector Distress written by Michael M. Hutchison and published by . This book was released on 1999 with total page 3 pages. Available in PDF, EPUB and Kindle. Book excerpt: