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This paper proposes a framework for deriving early-warning models with optimal out-of-sample forecasting properties and … specification with optimal real-time out-of-sample forecasting properties. Third, the paper illustrates how the modeling framework …
Persistent link: https://www.econbiz.de/10012142026
improves the performance of discrete choice models in forecasting systemic events. Our framework shows a good out …
Persistent link: https://www.econbiz.de/10011605357
policymaker’s preferences, and the forecasting horizons. …
Persistent link: https://www.econbiz.de/10011605428
This paper introduces a new indicator of contemporaneous stress in the financial system named Composite Indicator of Systemic Stress (CISS). Its specific statistical design is shaped according to standard definitions of systemic risk. The main methodological innovation of the CISS is the...
Persistent link: https://www.econbiz.de/10011605471
This paper studies how the drivers of portfolio flows change across periods with a model where regression coefficients endogenously change over time in a continuous fashion. The empirical analysis of daily equity portfolio flows to emerging markets shows that the regression coefficients display...
Persistent link: https://www.econbiz.de/10011605513
This paper introduces a new loss function and Usefulness measure for evaluating early warning systems (EWSs) that incorporate policymakers' preferences between issuing false alarms and missing crises, as well as individual observations. The novelty derives from three enhancements: i) accounting...
Persistent link: https://www.econbiz.de/10011605554
The paper develops an early-warning model for predicting vulnerabilities leading to distress in European banks using both bank and country-level data. As outright bank failures have been rare in Europe, the paper introduces a novel dataset that complements bankruptcies and defaults with state...
Persistent link: https://www.econbiz.de/10011605642
This paper investigates leading indicators of systemic banking crises in a panel of 11 EU countries, with a particular focus on Finland. We use quarterly data from 1980Q1 to 2013Q2, in order to create a large number of macro-financial indicators, as well as their various transformations. We make...
Persistent link: https://www.econbiz.de/10011605803
This paper discusses the role of risk communication in macroprudential oversight and of visualization in risk communication. Beyond the soar in data availability and precision, the transition from firm-centric to system-wide supervision imposes vast data needs. Moreover, in addition to internal...
Persistent link: https://www.econbiz.de/10011605813
This paper introduces the ratio of debt to cash flow (D/CF) of nations and their economic sectors to macroprudential analysis, particularly as an indicator of systemic risk and vulnerabilities. While leverage is oftentimes linked to the vulnerability of a nation, the stock of total debt and the...
Persistent link: https://www.econbiz.de/10011605814