How is a credit scoring model developed?

To develop a model, a creditor selects a random sample of its customers, or a sample of similar customers if their sample is not large enough, and analyzes it statistically to identify characteristics that relate to creditworthiness. Then, each of these factors is assigned a weight based on how strong a predictor it is of who would be a good credit risk. Each creditor may use its own credit scoring model, different scoring models for different types of credit, or a generic model developed by a credit scoring company.

Under the Equal Credit Opportunity Act, a credit scoring system may not use certain characteristics like -- race, sex, marital status, national origin, or religion -- as factors. However, creditors are allowed to use age in properly designed scoring systems. But any scoring system that includes age must give equal treatment to elderly applicants.

This site uses cookies to process your loan application and other features. You may elect not to accept cookies which will keep you from submitting a loan application. By your clicked consent/acceptance you acknowledge and allow the use of cookies. By clicking I Accept you acknowledge you have read and understand The Finance Group's Privacy Policy.