Collection: Analytics Case Study Library

mia_stephens

A set of case studies for analytics and predictive modeling.  

• Bank Revenues Case - Multiple Regression
• Titanic Passengers Case - Logistic Regression​
• Credit Card Marketing Case - Classification Trees
• Customer Churn Case - Neural Networks
• Boston Housing Case - Model Validation and Comparison

 

Download the entire collection of case studies, including data sets​ (you'll be asked to provide a bit of information before downloading).

*From Building Better Models with JMP^® Pro, SAS Press (2015). Grayson, Gardner and Stephens. For more information, see the Building Better Models textbook page.

A set of introductory business case studies is available at: Collection: Business Cases. Additional case studies, covering introductory statistical topics,  are available at: Collection: Statistics Cases.

Contact mia.stephens for questions or additional information.