This paper uses Partial Least Square Discriminant Analysis (PLS-DA) for the prediction of the 2008 USA banking crisis. PLS regression transforms a set of correlated explanatory variables into a new set of uncorrelated variables, which is appropriate in the presence of multicollinearity. PLS-DA...

This paper studies the bankruptcy of USA banks since 2009. It first analyzes the financial symptoms that precede bankruptcy, such as low profitability, insufficient revenue, or low solvency ratios. It also goes into the causes of these symptoms. It poses several hypotheses on causes of failure,...