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Comparing Parametric And Non Parametric Early Warning Systems For Currency Crises In Emerging Market Economies
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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 Comparing the Performance of Logit and Probit Early Warning Systems for Currency Crises in Emerging Market Economies by : Mr.Fabio Comelli
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.
Book Synopsis Early Warning Systems by : Mr.Abdul Abiad
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.
Book Synopsis Early Warning Systems for Currency Crises in Emerging Markets by : Stefan Jansen
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.
Book Synopsis In Defense of Early Warning Signals by : Matthieu Bussière
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:
Book Synopsis Studies in International Economics and Finance by : Naoyuki Yoshino
Download or read book Studies in International Economics and Finance written by Naoyuki Yoshino and published by Springer Nature. This book was released on 2022-03-30 with total page 671 pages. Available in PDF, EPUB and Kindle. Book excerpt: This festschrift volume presents discussions on contemporary issues in international economics and finance. It is aimed to serve as a reference material for researchers. There are two broad sections of the book -- International Macroeconomics and International Finance. The chapters in the International Macroeconomics section discuss critical topics like aggregate level macro model for India with a new Keynesian perspective, balance of payments, service sector exports, foreign exchange constraints for import demands, foreign direct investment and knowledge spill over, the relationship between forex rate fluctuation and investment, Institutional quality-trade openness-economic growth nexus, currency crises and debt-deficit relationship in the BRICS countries in the backdrop of COVID-19. Apart from these, various analytical issues related to macroeconomic policies are also covered in this section. The topics discussed includes the nature of forex market interventions, the issue of disinvestment and privatization, changing nature of fiscal policy, the inflation-growth nexus, macroeconomic simulation modelling, measuring core inflation, central bank credibility, monetary policy, inflation targeting, Infrastructure, trade, unemployment and inequality nexus. In the International Finance section, topics such as COVID-19 induced financial crisis, commodity futures volatility, stock market connectivity, volatility persistence, determinants of sovereign bond yields, FII and stock market volatility, cryptocurrency price formation, financialization of Indian commodity market, and a Keynesian view of the financial crisis are discussed. Overall, thirty two chapters in the volume discuss cutting edge research in the areas of the two sections. A tour de force... a lucid guide to some of the diverse and complex issues in International Macroeconomics and Finance. This collection of scholarly works is a fitting tribute to respected Prof. Bandi Kamaiah and his enviable academic contributions. - Prof. Y V Reddy, Former Governor, Reserve Bank of India This volume comprising thoughtful essays by our leading scholars on some of important policy issues that India is facing is indeed a rich tribute to Professor Bandi Kamaiah . This book will greatly benefit the academic community as well as our policy makers. - Prof. Vijay Kelkar, Chairman, 13th Finance Commission of India; Chairman, India Development Foundation, Mumbai, India Noted economists from India and abroad gather to apply the rigorous searchlight that Professor Bandi Kamaiah used so effectively in his career. Major current topics in macroeconomics and international finance are effectively explored in the volume. - Prof. Ashima Goyal, Emeritus Professor, Indira Gandhi Institute of Development Research, Mumbai, India; and Member, Monetary Policy Committee of Reserve Bank of India This volume of 32 papers in macroeconomics, international economics, and international finance is intended as a tribute to the eminent econometrician , Prof B Kamaiah. Post-graduate students and researchers will find much valuable literature in the volume, which is a fitting tribute to Prof Kamaiah. The editors and authors deserve rich compliments. - Prof. K L Krishna, Former Director, Delhi School of Economics, New Delhi, India I am so happy to hear that Dr. Kamaiah's colleagues and ex-students are bringing out a special volume of articles in his honor. Nothing can be more appropriate. Dr. Kamaiah, being a man of tremendous publications, deserves this tribute. I wish all the luck and success to the new book. - Prof. Kishore Kulkarni, Distinguished Professor of Economics, Metropolitan State University of Denver, USA
Book Synopsis Early Warning Systems by : Abdul G. Abiad
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.
Book Synopsis Leading Indicators of Fiscal Distress by : Martin Bruns
Download or read book Leading Indicators of Fiscal Distress written by Martin Bruns and published by International Monetary Fund. This book was released on 2016-02-15 with total page 37 pages. Available in PDF, EPUB and Kindle. Book excerpt: Early warning systems (EWS) are widely used for assessing countries’ vulnerability to fiscal distress. Most EWS employ a specific set of only fiscal leading indicators predetermined by the researchers, which casts doubt on their robustness. We revisit this issue by using the Extreme Bound Analysis, which allows identifying robust leading indicators of fiscal distress from a large set. Consistent with the theoretical predictions of latest generation crisis models, we find that both fiscal (e.g., fiscal balance, foreign exchange debt) and non-fiscal leading indicators (e.g., output, FX reserves, current account balance, and openness) are robust. In addition, we find that a fiscal vulnerability indicator based on fiscal and non-fiscal leading indicators offers a 29% gain in predictive power compared to a traditional one based on fiscal leading indicators only. It also has good predictive power out of sample, with 78 percent of crises predicted correctly and only 34 percent false alarms issued for the period 2008–15. This suggests that both fiscal and non-fiscal leading indicators should be taken into account when assessing country’s vulnerability to fiscal distress.
Book Synopsis Financial Cycles – Early Warning Indicators of Banking Crises? by : Ms. Sally Chen
Download or read book Financial Cycles – Early Warning Indicators of Banking Crises? written by Ms. Sally Chen and published by International Monetary Fund. This book was released on 2021-04-29 with total page 79 pages. Available in PDF, EPUB and Kindle. Book excerpt: Can the upturns and downturns in financial variables serve as early warning indicators of banking crises? Using data from 59 advanced and emerging economies, we show that financial overheating can be detected in real time. Equity prices and output gap are the best leading indicators in advanced markets; in emerging markets, these are equity and property prices and credit gap. Moreover, aggregating this information flags financial crisis many years before the crisis. Lastly, we find that the length of financial cycles is of medium-term frequency, calling into question the longer frequency widely used in the estimation of countercyclical capital buffers.
Author :International Monetary Fund. Research Dept. Publisher :International Monetary Fund ISBN 13 :1475558538 Total Pages :16 pages Book Rating :4.4/5 (755 download)
Book Synopsis IMF Research Bulletin, September 2013 by : International Monetary Fund. Research Dept.
Download or read book IMF Research Bulletin, September 2013 written by International Monetary Fund. Research Dept. and published by International Monetary Fund. This book was released on 2013-09-16 with total page 16 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Research Summaries in the September 2013 IMF Research Bulletin focus on “External Conditions and Debt Sustainability in Latin America” (Gustavo Adler and Sebastian Sosa) and “Monetary Policy Cyclicality in Emerging Markets” (Donal McGettigan, Kenji Moriyama, and Chad Steinberg). In the Q&A, Itai Aigur and Sunil Sharma discuss “Seven Questions on Macroprudential Policy Frameworks.” The Research Bulletin also includes an updated listing of recent IMF Working Papers, Staff Discussion Notes, and Recommended Readings from the IMF Bookstore, as well as information on a forthcoming conference. The IMF Economic Review’s new Impact Factor is also highlighted.
Book Synopsis Central Bank Financial Strength in Central America and the Dominican Republic by : Mr.Andrew Swiston
Download or read book Central Bank Financial Strength in Central America and the Dominican Republic written by Mr.Andrew Swiston and published by International Monetary Fund. This book was released on 2014-05-13 with total page 65 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper examines the financial strength of central banks in Central America and the Dominican Republic (CADR). Some central banks are working off the effects of intervention in distressed financial institutions during the 1990’s and early 2000’s. Their net income has improved since then owing to lower interest rates, a reduction in interest bearing debt, and recapitalization transfers. Claims on the government have fallen, but remain high and are typically reimbursed at below-market rates, and capital is negative when adjusting for this. Capital is sufficient to back a low inflation target given that the income position is supported by unremunerated reserve requirements. Capital is likely to increase over time, but only gradually, leaving countries vulnerable to macroeconomic risks. The capacity of CADR central banks to engage in macroeconomic stabilization would benefit from increased emphasis on low inflation as the primary objective of monetary policy and a stronger commitment by governments to recapitalization.
Book Synopsis Assessing Financial Vulnerability by : Morris Goldstein
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.
Book Synopsis Multinational Enterprises and Terrorism by : Naveed Elahi
Download or read book Multinational Enterprises and Terrorism written by Naveed Elahi and published by Emerald Group Publishing. This book was released on 2020-07-31 with total page 184 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book looks at the impact of terrorism on multinational enterprises in emerging markets. This title looks at case studies in Turkey and Pakistan to study the behaviour of MNE's in these markets.
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 Capital Account Liberalization by : Mr.Giovanni Dell'Ariccia
Download or read book Capital Account Liberalization written by Mr.Giovanni Dell'Ariccia and published by International Monetary Fund. This book was released on 1998-09-30 with total page 74 pages. Available in PDF, EPUB and Kindle. Book excerpt: Capital account liberalization - orderly, properly sequence, and befitting the individual circumstances of countries- is an inevitable step for all countries wishing to realize the benefits of the globalized economy. This paper reviews the theories behind capital account liberalization and examines the dangers associated with free capital flows. The authors conclude that the dangers can be limited through a combination of sound macroeconomic and prudential policies.
Book Synopsis Predicting Sovereign Debt Crises by : Paolo Manasse
Download or read book Predicting Sovereign Debt Crises written by Paolo Manasse and published by International Monetary Fund. This book was released on 2003-11-01 with total page 42 pages. Available in PDF, EPUB and Kindle. Book excerpt: We develop an early-warning model of sovereign debt crises. A country is defined to be in a debt crisis if it is classified as being in default by Standard & Poor's, or if it has access to nonconcessional IMF financing in excess of 100 percent of quota. By means of logit and binary recursive tree analysis, we identify macroeconomic variables reflecting solvency and liquidity factors that predict a debt-crisis episode one year in advance. The logit model predicts 74 percent of all crises entries while sending few false alarms, and the recursive tree 89 percent while sending more false alarms.
Book Synopsis Stress Testing at the IMF by : Mr.Tobias Adrian
Download or read book Stress Testing at the IMF written by Mr.Tobias Adrian and published by International Monetary Fund. This book was released on 2020-02-05 with total page 73 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper explains specifics of stress testing at the IMF. After a brief section on the evolution of stress tests at the IMF, the paper presents the key steps of an IMF staff stress test. They are followed by a discussion on how IMF staff uses stress tests results for policy advice. The paper concludes by identifying remaining challenges to make stress tests more useful for the monitoring of financial stability and an overview of IMF staff work program in that direction. Stress tests help assess the resilience of financial systems in IMF member countries and underpin policy advice to preserve or restore financial stability. This assessment and advice are mainly provided through the Financial Sector Assessment Program (FSAP). IMF staff also provide technical assistance in stress testing to many its member countries. An IMF macroprudential stress test is a methodology to assess financial vulnerabilities that can trigger systemic risk and the need of systemwide mitigating measures. The definition of systemic risk as used by the IMF is relevant to understanding the role of its stress tests as tools for financial surveillance and the IMF’s current work program. IMF stress tests primarily apply to depository intermediaries, and, systemically important banks.
