Global income estimation

TRL
7
Artificial Intelligence
Data science
Global income estimation
louis.boulanger
Institut Louis Bachelier - ILB Data Lab
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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).