Credit survey data

A financial analyst investigates the factors that are associated with the probability that a college student has certain credit cards. The analyst randomly samples college students for a survey. The survey asks the students questions about their education and finances.

You can use this data to demonstrate Fit Binary Logistic Model, Contour Plot, and Surface Plot.

Worksheet column Description Variable type
Gender Male or Female Predictor
Highest Degree Highest degree earned; Bachelors or Masters Predictor
GMAT Score on the GMAT test Predictor
Cash Cash on their person, in dollars Predictor
Annual Income Annual income, in dollars Predictor
American Express The respondent possess an American Express credit card; 1 = yes or 0 = no Response
Discover The respondent possess a Discover credit card; 1 = yes or 0 = no Response
MasterCard The respondent possess a MasterCard credit card; 1 = yes or 0 = no Response
Visa The respondent possess a Visa credit card; 1 = yes or 0 = no Response
Other The respondent possess a different credit card; 1 = yes or 0 = no Response
By using this site you agree to the use of cookies for analytics and personalized content.  Read our policy