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...

Ethical banking, microfinance institutions or certain credit cooperatives, among others, grant socially responsible loans. This paper presents a credit score system for them. The model evaluates both social and financial aspects of the borrower. The financial aspects are evaluated under the...

Poor people were excluded from financial services until microfinance institutions (MFIs) emerged. The mission of MFIs is to alleviate poverty, contributing to women empowerment, especially in rural communities. Microcredits can be analyzed under Pareto's 80/20 Principle. Their clients are...

Poor people were excluded from financial services until microfinance institutions (MFIs) emerged. The mission of MFIs is to alleviate poverty, contributing to women empowerment especially in rural communities. Microcredits can be analyzed under Pareto’s 80/20 Principle. Their clients are...