This paper studies the transmission of macroprudential policies across both financial and non financial sectors of the economy. It first documents that tighter macroprudential regulations implemented in Europe over the period 2008-2017 lowered default risk not only in the financial, but also in...

The global financial crisis has highlighted the importance of early identification of weak banks: when problems are identified late, solutions are much more costly. Until recently, Europe has seen only a small number of outright bank failures, which made the estimation of early warning models...

Intro -- Contents -- I. INTRODUCTION -- II. MACROECONOMIC-BASED MODELS -- III. CREDIT SCORING (OR ACCOUNTING-BASED) MODELS -- IV. RATINGS-BASED MODELS -- V. HYBRID MODELS -- VI. CONCLUSIONS -- REFERENCES.

We present an analysis of the sensitivity of household mortgage probabilities of default (PDs) and loss given default (LGDs) on unemployment rates, house price growth, interest rates, and other drivers. A structural micro-macro simulation model is used to that end. It is anchored in the balance...

We develop a mixed-frequency, tree-based, gradient-boosting model designed to assess the default risk of privately held firms in real time. The model uses data from publicly-traded companies to construct a probability of default (PD) function. This function integrates high-frequency,...

This study investigates carbon pricing-induced credit risk, the potential negative impact of carbon pricing on firms' ability to meet their financial obligations. Applying a well-established credit assessment model to a novel data set combining financial statements and emissions data, we subject...

This paper provides the most comprehensive empirical study of the effectiveness of macroprudential instruments to date. Using data from 49 countries, the paper evaluates the effectiveness of macroprudential instruments in reducing systemic risk over time and across institutions and markets. The...

This paper shows that banks use accounting discretion to overstate the value of distressed assets. Banks' balance sheets overvalue real estate-related assets compared to the market value of these assets, especially during the U.S. mortgage crisis. Share prices of banks with large exposure to...

We look at the effect of capital rules on a banking system that is connected through correlated credit exposures and interbank lending. The rules, which combine individual bank characteristics and interconnectivity measures of interbank lending, are to minimize a measure of system-wide losses....

Financial network analysis is used to provide firm level bottom-up holistic visualizations of interconnections of financial obligations in global OTC derivatives markets. This helps to identify Systemically Important Financial Intermediaries (SIFIs), analyse the nature of contagion propagation,...