Data Envelopment Analysis (DEA) is a mathematic technique to evaluate the relative efficiency of a group of homogeneous decision making units (DMUs) with multiple inputs and outputs. The efficiency of each unit is measured based on its distance to the production possibility set (PPS). In this paper, the BCC model is used in output-oriented. The average return on profit as output and the covaria...

Taking advantage of granular data we measure the change in bank capital requirement resulting from implementation AI techniques to predict corporate defaults. For each largest banks operating France design an algorithm build pseudo-internal models credit risk management for a range methodologies extensively used (random forest, gradient boosting, ridge regression, deep learning). We compare the...

The NPV technique measures the present value of the future cash flows that a project will produce. A positive NPV means that the investment should increase the value of the firm and lead to maximizing shareholder wealth. A positive NPV project provides a return that is more than enough to compensate for the required return on the investment. Thus, using NPV as a guideline for capital investment...