Exam 3: Predictive Modeling – Methods and Techniques

This course covers the concepts, methods and tools used for statistical analyses, predictive modeling and data analytics with applications for P&C insurance applications. The focus of this course is on advanced tools using various multivariate regression techniques, statistical modeling, machine learning and practical applications.

  • Identifying the business problem
  • Designing the model
  • Preparing the data
  • Selecting features
  • How to choose a model
  • Interpreting the output
  • Sharing the output

Detailed Learning Objectives for Predictive Modeling – Methods and Techniques for Nov. 4, 2021 Exam Sitting

CSPA Exam 3 Study Kit for purchase

Practice Exam for November 4, 2021 Exam Sitting

Study Notes

Study Note: Model Validation and Holdout Data

Study Note: Truncation and Censoring

Study Note: Credibility

How Can I Get Started?

Take these steps to start on your path towards earning credentials from The CAS Institute.

Other Credentials

Certified Specialist in Predictive Analytics (CSPA)

Analytics professionals can earn our new credential to demonstrate their expertise

Catastrophe Risk Management

Professionals can earn one or both of our new credentials