Global income estimation
Institut Louis Bachelier - ILB Data Lab
While the global income is of most importance for the customer base segmentation, it is often unknown by the firm. The goal is therefore to develop a machine learning algorithm to estimate the global income of customers based on a lot of data in a Big Data environment. For each estimate is also needed a local estimation of the precision interval (no hypothesis of homoskedasticity).