You have been commissioned by Visa to assess linkages between customer behaviour and long-term customer profitability. They provide you with an extensive data set consisting of many variables as well as integrated data from other sources. Ultimately, they want you to produce a predictive model. The client asks you to advise her on the differences between correlation and causation and how you plan to use these approaches in providing her bank with recommendations.