We compared the predictive performance of a series of machine learning and traditional methods for monthly CDS spreads, using firms' accounting-based, market-based and macroeconomics variables for a time period of 2006 to 2016. We find that ensemble machine learning methods (Bagging, Gradient...

We examine the impact of customers' forward-looking disclosures (FLD) contained in the Management Discussion and Analysis section (MD&A) of its 10-K filings on the degree of suppliers' cost asymmetric behavior (i.e., cost stickiness) using computer-intensive techniques. We find that the degree...

In this paper, using newly available CDS positions data compiled from DTCC and the supply chain hierarchical position obtained from networking methodology, we examine whether and how investors can use CDS contracts to manage the heightened operational risk due to upstream supply chain...

Management accounting is an important component of managerial decision making to help guide the overall business strategy in organizations. A management accounting index (MAI) can provide a quantitative measure of management accounting practices (MAPs) and help stakeholders determine an...

The DRSK public model estimates forward-looking real-world default probabilities for publicly traded firms. The model also assigns credit grades based on the estimated default probabilities. The product covers firms in all regions and sectors of operation for which the necessary data is...