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Systemic Risks And The Macroeconomy
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Book Synopsis Systemic Risks and the Macroeconomy by : Marcella Lucchetta
Download or read book Systemic Risks and the Macroeconomy written by Marcella Lucchetta and published by International Monetary Fund. This book was released on 2010-02-01 with total page 42 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper presents a modeling framework that delivers joint forecasts of indicators of systemic real risk and systemic financial risk, as well as stress-tests of these indicators as impulse responses to structural shocks identified by standard macroeconomic and banking theory. This framework is implemented using large sets of quarterly time series of indicators of financial and real activity for the G-7 economies for the 1980Q1-2009Q3 period. We obtain two main results. First, there is evidence of out-of sample forecasting power for tail risk realizations of real activity for several countries, suggesting the usefulness of the model as a risk monitoring tool. Second, in all countries aggregate demand shocks are the main drivers of the real cycle, and bank credit demand shocks are the main drivers of the bank lending cycle. These results challenge the common wisdom that constraints in the aggregate supply of credit have been a key driver of the sharp downturn in real activity experienced by the G-7 economies in 2008Q4- 2009Q1.
Book Synopsis Quantifying Systemic Risk by : Joseph G. Haubrich
Download or read book Quantifying Systemic Risk written by Joseph G. Haubrich and published by University of Chicago Press. This book was released on 2013-01-24 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the aftermath of the recent financial crisis, the federal government has pursued significant regulatory reforms, including proposals to measure and monitor systemic risk. However, there is much debate about how this might be accomplished quantitatively and objectively—or whether this is even possible. A key issue is determining the appropriate trade-offs between risk and reward from a policy and social welfare perspective given the potential negative impact of crises. One of the first books to address the challenges of measuring statistical risk from a system-wide persepective, Quantifying Systemic Risk looks at the means of measuring systemic risk and explores alternative approaches. Among the topics discussed are the challenges of tying regulations to specific quantitative measures, the effects of learning and adaptation on the evolution of the market, and the distinction between the shocks that start a crisis and the mechanisms that enable it to grow.
Book Synopsis Systemic Risks and the Macroeconomy by : Marcella Lucchetta
Download or read book Systemic Risks and the Macroeconomy written by Marcella Lucchetta and published by . This book was released on 2005 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Risk Topography by : Markus Brunnermeier
Download or read book Risk Topography written by Markus Brunnermeier and published by University of Chicago Press. This book was released on 2014-10-17 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: The recent financial crisis and the difficulty of using mainstream macroeconomic models to accurately monitor and assess systemic risk have stimulated new analyses of how we measure economic activity and the development of more sophisticated models in which the financial sector plays a greater role. Markus Brunnermeier and Arvind Krishnamurthy have assembled contributions from leading academic researchers, central bankers, and other financial-market experts to explore the possibilities for advancing macroeconomic modeling in order to achieve more accurate economic measurement. Essays in this volume focus on the development of models capable of highlighting the vulnerabilities that leave the economy susceptible to adverse feedback loops and liquidity spirals. While these types of vulnerabilities have often been identified, they have not been consistently measured. In a financial world of increasing complexity and uncertainty, this volume is an invaluable resource for policymakers working to improve current measurement systems and for academics concerned with conceptualizing effective measurement.
Download or read book Systemic Risk written by Stefan Laseen and published by International Monetary Fund. This book was released on 2015-06-30 with total page 46 pages. Available in PDF, EPUB and Kindle. Book excerpt: We introduce time-varying systemic risk in an otherwise standard New-Keynesian model to study whether a simple leaning-against-the-wind policy can reduce systemic risk and improve welfare. We find that an unexpected increase in policy rates reduces output, inflation, and asset prices without fundamentally mitigating financial risks. We also find that while a systematic monetary policy reaction can improve welfare, it is too simplistic: (1) it is highly sensitive to parameters of the model and (2) is detrimental in the presence of falling asset prices. Macroprudential policy, similar to a countercyclical capital requirement, is more robust and leads to higher welfare gains.
Book Synopsis Globalization and Systemic Risk by : Douglas Darrell Evanoff
Download or read book Globalization and Systemic Risk written by Douglas Darrell Evanoff and published by World Scientific. This book was released on 2009 with total page 455 pages. Available in PDF, EPUB and Kindle. Book excerpt: The impact of globalization of financial markets is a highly debated topic, particularly in recent months when the issue of globalization and contagion of financial distress has become a focus of intense policy debate. The papers in this volume provide an up-to-date overview of the key issues in this debate. While most of the contributions were prepared after the initial outbreak of the current global turmoil and financial crisis, they identify the relative strengths of the risk diversification and risk transmission processes and examine the empirical evidence to date. The book considers the relative roles of banks, nonbank financial institutions and capital markets in both risk diversification and risk transmission. It then evaluates the current status of crisis resolution in a global context, and speculates where to go from here in terms of understanding, resolution, prevention and public policy.
Book Synopsis Systemic Risk Modeling: How Theory Can Meet Statistics by : Mr.Raphael A Espinoza
Download or read book Systemic Risk Modeling: How Theory Can Meet Statistics written by Mr.Raphael A Espinoza and published by International Monetary Fund. This book was released on 2020-03-13 with total page 39 pages. Available in PDF, EPUB and Kindle. Book excerpt: We propose a framework to link empirical models of systemic risk to theoretical network/ general equilibrium models used to understand the channels of transmission of systemic risk. The theoretical model allows for systemic risk due to interbank counterparty risk, common asset exposures/fire sales, and a “Minsky" cycle of optimism. The empirical model uses stock market and CDS spreads data to estimate a multivariate density of equity returns and to compute the expected equity return for each bank, conditional on a bad macro-outcome. Theses “cross-sectional" moments are used to re-calibrate the theoretical model and estimate the importance of the Minsky cycle of optimism in driving systemic risk.
Download or read book Systemic Risk written by Prasanna Gai and published by OUP Oxford. This book was released on 2013-03-28 with total page 147 pages. Available in PDF, EPUB and Kindle. Book excerpt: Systemic Risk opens new ground in the study of financial crises. It treats the financial system as a complex adaptive system and shows how lessons from network disciplines - such as ecology, epidemiology, and statistical mechanics - shed light on our understanding of financial stability. Using tools from network theory and economics, it suggests that financial systems are robust-yet-fragile, with knife-edge properties that are greatly exacerbated by the hoarding of funds and the fire sale of assets by banks. This book studies the damaging network consequences of the failure of large inter-connected institutions, explains how key funding markets can seize up across the entire financial system, and shows how the pursuit of secured finance by banks in the wake of the global financial crisis can generate systemic risks. The insights are then used to model banking systems calibrated to data to illustrate how financial sector regulators are beginning to quantify financial system stress.
Book Synopsis Coping with Financial Fragility and Systemic Risk by : Harald A. Benink
Download or read book Coping with Financial Fragility and Systemic Risk written by Harald A. Benink and published by Springer Science & Business Media. This book was released on 2013-03-14 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: Coping with Financial Fragility and Systemic Risk identifies and discusses the sources of perceived fragility in financial institutions and markets and its potential consequences throughout the economy. It then examines private sector solutions for dealing with systemic risk and mitigating the consequences. Finally, the book examines regulatory solutions to these problems.
Book Synopsis The Oxford Handbook of Banking by : Allen N. Berger
Download or read book The Oxford Handbook of Banking written by Allen N. Berger and published by Oxford University Press. This book was released on 2010 with total page 1033 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook provides an overview and analysis of state-of-the-art research in banking written by researchers in the field. It includes abstract theory, empirical analysis, and practitioner and policy-related material.
Book Synopsis Systemic Risk and the Macroeconomy by : Stefano Giglio
Download or read book Systemic Risk and the Macroeconomy written by Stefano Giglio and published by . This book was released on 2015 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This article evaluates a large collection of systemic risk measures based on their ability to predict macroeconomic downturns. We evaluate 19 measures of systemic risk in the US and Europe spanning several decades. We propose dimension reduction estimators for constructing systemic risk indexes from the cross section of measures and prove their consistency in a factor model setting. Empirically, systemic risk indexes provide significant predictive information out- of-sample for the lower tail of future macroeconomic shocks.
Book Synopsis Systemic Financial Risk by : Alexander Karminsky
Download or read book Systemic Financial Risk written by Alexander Karminsky and published by Springer Nature. This book was released on with total page 347 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Systemic Risk and Asymmetric Responses in the Financial Industry by : Mr.Germán López-Espinosa
Download or read book Systemic Risk and Asymmetric Responses in the Financial Industry written by Mr.Germán López-Espinosa and published by International Monetary Fund. This book was released on 2012-06-01 with total page 38 pages. Available in PDF, EPUB and Kindle. Book excerpt: To date, an operational measure of systemic risk capturing non-linear tail comovement between system-wide and individual bank returns has not yet been developed. This paper proposes an extension of the so-called CoVaR measure that captures the asymmetric response of the banking system to positive and negative shocks to the market-valued balance sheets of individual banks. For the median of our sample of U.S. banks, the relative impact on the system of a fall in individual market value is sevenfold that of an increase. Moreover, the downward bias in systemic risk from ignoring this asymmetric pattern increases with bank size. The conditional tail comovement between the banking system and a top decile bank which is losing market value is 5.4 larger than the unconditional tail comovement versus only 2.2 for banks in the bottom decile. The asymmetric model also produces much better estimates and fitting, and thus improves the capacity to monitor systemic risk. Our results suggest that ignoring asymmetries in tail interdependence may lead to a severe underestimation of systemic risk in a downward market.
Book Synopsis Powering the Digital Economy: Opportunities and Risks of Artificial Intelligence in Finance by : El Bachir Boukherouaa
Download or read book Powering the Digital Economy: Opportunities and Risks of Artificial Intelligence in Finance written by El Bachir Boukherouaa and published by International Monetary Fund. This book was released on 2021-10-22 with total page 35 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper discusses the impact of the rapid adoption of artificial intelligence (AI) and machine learning (ML) in the financial sector. It highlights the benefits these technologies bring in terms of financial deepening and efficiency, while raising concerns about its potential in widening the digital divide between advanced and developing economies. The paper advances the discussion on the impact of this technology by distilling and categorizing the unique risks that it could pose to the integrity and stability of the financial system, policy challenges, and potential regulatory approaches. The evolving nature of this technology and its application in finance means that the full extent of its strengths and weaknesses is yet to be fully understood. Given the risk of unexpected pitfalls, countries will need to strengthen prudential oversight.
Book Synopsis Macroprudential Stress Tests: A Reduced-Form Approach to Quantifying Systemic Risk Losses by : Zineddine Alla
Download or read book Macroprudential Stress Tests: A Reduced-Form Approach to Quantifying Systemic Risk Losses written by Zineddine Alla and published by International Monetary Fund. This book was released on 2018-03-09 with total page 45 pages. Available in PDF, EPUB and Kindle. Book excerpt: We present a novel approach that incorporates individual entity stress testing and losses from systemic risk effects (SE losses) into macroprudential stress testing. SE losses are measured using a reduced-form model to value financial entity assets, conditional on macroeconomic stress and the distress of other entities in the system. This valuation is made possible by a multivariate density which characterizes the asset values of the financial entities making up the system. In this paper this density is estimated using CIMDO, a statistical approach, which infers densities that are consistent with entities’ probabilities of default, which in this case are estimated using market-based data. Hence, SE losses capture the effects of interconnectedness structures that are consistent with markets’ perceptions of risk. We then show how SE losses can be decomposed into the likelihood of distress and the magnitude of losses, thereby quantifying the contribution of specific entities to systemic contagion. To illustrate the approach, we quantify SE losses due to Lehman Brothers’ default.
Book Synopsis Systemic Real and Financial Risks by : Mr.Gianni De Nicolo
Download or read book Systemic Real and Financial Risks written by Mr.Gianni De Nicolo and published by International Monetary Fund. This book was released on 2012-02-01 with total page 41 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper formulates a novel modeling framework that delivers: (a) forecasts of indicators of systemic real risk and systemic financial risk based on density forecasts of indicators of real activity and financial health; (b) stress-tests as measures of the dynamics of responses of systemic risk indicators to structural shocks identified by standard macroeconomic and banking theory. Using a large number of quarterly time series of the G-7 economies in 1980Q1-2010Q2, we show that the model exhibits significant out-of sample forecasting power for tail real and financial risk realizations, and that stress testing provides useful early warnings on the build-up of real and financial vulnerabilities.
Book Synopsis Monitoring Systemic Risk Basedon Dynamic Thresholds by : Mr.Kasper Lund-Jensen
Download or read book Monitoring Systemic Risk Basedon Dynamic Thresholds written by Mr.Kasper Lund-Jensen and published by International Monetary Fund. This book was released on 2012-06-01 with total page 36 pages. Available in PDF, EPUB and Kindle. Book excerpt: Successful implementation of macroprudential policy is contingent on the ability to identify and estimate systemic risk in real time. In this paper, systemic risk is defined as the conditional probability of a systemic banking crisis and this conditional probability is modeled in a fixed effect binary response model framework. The model structure is dynamic and is designed for monitoring as the systemic risk forecasts only depend on data that are available in real time. Several risk factors are identified and it is hereby shown that the level of systemic risk contains a predictable component which varies through time. Furthermore, it is shown how the systemic risk forecasts map into crisis signals and how policy thresholds are derived in this framework. Finally, in an out-of-sample exercise, it is shown that the systemic risk estimates provided reliable early warning signals ahead of the recent financial crisis for several economies.
