First semester

Scoring Techniques and Methods

Objectifs

The aim of this course is to introduce third-year students to the full range of scoring tools and their application in different business sectors. The course will also focus on the business approach, by applying the various methodologies covered to a real-life example.

Plan

1. Scoring principles
2. Classical models (discriminant analysis, logistic regression)
3. Other types of model (polytomous regression, lifetime…)
4. Score performance, threshold selection and follow-up
5. Data selection and selection bias
6. Variable processing and selection

Prérequis

Regression on categorical variables, inferential statistics, non-parametric statistics, life expectancy.