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This document describes the development of a financial health indicator based on companies' financial statements. This indicator is conceived as a weighted combination of variables, which is obtained through a model discriminating between failing firms and non-failing firms. The definition of...
Persistent link: https://www.econbiz.de/10011596313
We examine the impact of the COVID-19 economic crisis on business and consumer bankruptcies in the United States using real-time data on the universe of filings. Historically, bankruptcies have closely tracked the business cycle and contemporaneous unemployment rates. However, this relationship...
Persistent link: https://www.econbiz.de/10012511297
Modelling the link between the global macro-financial factors and firms’ default probabilities constitutes an elementary part of financial sector stress-testing frameworks. Using the Global Vector Autoregressive(GVAR) model and constructing a linking satellite equation for the firm-level...
Persistent link: https://www.econbiz.de/10011604921
In August 2007 the United Kingdom experienced its first bank run in over 140 years. Although Northern Rock was not a particularly large bank (it was at the time ranked 7th in terms of assets) it was nevertheless a significant retail bank and a substantial mortgage lender. In fact, ten years...
Persistent link: https://www.econbiz.de/10011705347
We present new evidence on the violation of priority of claims in bankruptcy and recovery rates for secured creditors, unsecured creditors, equity holders using a sample of firms that filed for Chapter 11 bankruptcy between 1993 and 2004. Our study reveals a number of new insights: First, we...
Persistent link: https://www.econbiz.de/10011616846
This paper constructs a leading macroeconomic indicator from microeconomic data using recent machine learning techniques. Using tree-based methods, we estimate probabilities of default for publicly traded non-financial firms in the United States. We then use the cross-section of out-of-sample...
Persistent link: https://www.econbiz.de/10012182392
We examine chief executive officer (CEO) career and compensation changes for large firms filing for Chapter 11. One-third of the incumbent CEOs maintain executive employment, and these CEOs experience a median compensation change of zero. However, incumbent CEOs leaving the executive labor...
Persistent link: https://www.econbiz.de/10009625392
We use a vector error correction model to study the long-term relationship between aggregate expected default frequency and the macroeconomic development, i.e. CPI, industry production and short-term interest rate. The model is used to forecast the median expected default frequency of the...
Persistent link: https://www.econbiz.de/10003618542
COVID-19 placed a special role to fiscal policy in rescuing companies short of liquidity from insolvency. In the first … focusing on firms’ pre-crisis financial standing, we estimate the extent to which the policy response induced an insolvency gap … measures being focused on smaller firms, we also examine whether this insolvency gap differs with respect to firm size. Based …
Persistent link: https://www.econbiz.de/10012434436
We estimate the impact of the COVID-19 crisis on business failures among small and medium-size enterprises (SMEs) in seventeen countries using a large representative firm-level database. We use a simple model of firm cost minimization and measure each firm's liquidity shortfall during and after...
Persistent link: https://www.econbiz.de/10012392364