Robust Regression Techniques in SAS/STAT®
BAJT : EBAJT32
This course is designed for analysts, statisticians, modelers, and other professionals who have experience and knowledge in regression analysis and who want to learn available procedures in SAS/STAT software for robust regression. The two procedures addressed in the course are the ROBUSTREG procedure and the QUANTREG procedure.
This course includes practice data.
This course includes practice data.
Learn How To
- use PROC ROBUSTREG to fit a regression model less sensitive to outliers
- use PROC QUANTREG to fit a quantile regression model.
Who Should Attend
Analysts, statisticians, and modelers
Prerequisites
Before attending this course, you should
- be familiar with DATA step programming.
- be familiar with basic SAS procedures for producing summary statistics and graphs, such as the MEANS and SGPLOT procedures. You can gain this experience by completing the SAS Programming 1: Essentials course.
- have basic knowledge of and experience with linear regression models (PROC REG). You can gain this experience by completing the Statistics 1: Introduction to ANOVA, Regression, and Logistic Regression course.
SAS Products Covered
SAS/STAT
Course Outline
Robust Regression Using the ROBUSTREG Procedure
- describing different estimation methods in robust parameter estimations
- illustrating robust diagnostics that identify outliers
- comparing estimation methods in PROC ROBUSTREG
- describing the quantile regression model
- explaining the results generated in PROC QUANTREG
Live Class Schedule
Duration: 3.5 hours
Step into our live classes and experience a dynamic learning environment where you can ask questions, share ideas, and connect with your instructor and classmates. With on-demand lab hours, you can explore the material at your own pace. Our globally acclaimed instructors will motivate you to think bigger, so you can take what you've learned and achieve your biggest goals.
This course isn't publicly scheduled, but private training and mentoring may be available. Contact us to explore options.
Private Training
Get training tailored specifically for your team, led by expert SAS instructors. Choose from virtual sessions, or training at your location (or ours). Perfect for teams seeking a customized curriculum and plenty of interaction with a SAS specialist. We'll schedule it at a time that works for you.
Mentoring Services
Take your training to the next level with personalized mentoring. While private training offers structured coursework, mentoring provides hands-on, real-time support from a subject matter expert. As you work with your own data, you'll receive expert guidance to help you uncover insights, unlock the full potential of your data, and make faster progress. Perfect for those looking to apply what they’ve learned and see quicker results.