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JMP Screenshots
Regression Analysis and Modeling
Course Materials
This page provides course materials for teaching regression modeling and analysis. Additional materials for teaching data mining and predictive modeling can be found here.
Regression Analysis and Modeling with JMP
See a complete listing of JMP capabilities for statistics, regression and predictive modeling.
Contact the JMP Academic Team.
One Page Guides and Short How-To Videos
Correlation and Regression
- Correlation: Video, guide
- Simple Linear Regression: Video, guide
- Multiple Linear Regression: Video, guide
- Simple Logistic Regression: Video, guide
- Multiple Logistic Regression: Video, guide
- Stepwise Regression: Video, guide
- Repeated Measures using MANOVA: Video, guide
- Repeated Measures using Mixed Models: Video, guide
- Mixed Model Analysis: Video, guide
The complete collection of guides and videos can be found at the JMP Learning Library.
Case Studies
- Archosaur Case Study
- Contributions Case Study
- Direct Mail Case Study
- Cost Leadership Case Study
- Cell Phone Service Case Study
- Housing Prices Case Study
- Lost Sales Case Study - Logistic Regression
- Bank Revenues Case
- Titanic Passengers Case - Logistic Regression
The complete collection of case studies is available in the JMP Case Study Library.
JMP Scripts and Add-Ins
Teaching Scripts
Additional scripts for teaching regression can be found on the JMP User Community or in the JMP Sample Scripts directory - go to Help > Sample Data, then click on the Open the Sample Scripts button.
Webinars
- Webinar: JMP Basics for Professors and Students
- Webinar: Data Summary and Analysis
- Webinar: Data Visualization and Modeling
- Webinar: Teaching ANOVA and Regression
The completed collection of recorded videos can be found in the Academic Webinar Library. The JMP journals and datasets used in the webinars are also provided.
Lab Activities
- JMP Intro Lab Activities: Least Squares Regression
- JMP Intro Lab Activities: Inference for Regression
For the complete set of lab activities go here.
Books and Book Resources
- Statistics with JMP: Hypothesis Tests, ANOVA and Regression
- JMP Start Statistics
- Generalized Linear Models, with Applications in Engineering and the Sciences
- Applied Linear Regression Models
A complete listing of books with JMP can be found here. Many of these books include coverage of regression, along with other topics.
Course Materials from the JMP Education Team at SAS*
- JMP Software: Data Exploration (Classic)
- A Case Study Approach to Data Exploration
- ANOVA and Regression
*Complementary materials available to qualified instructors for academic course use. The complete listing of courses is here. To request a set of teaching materials, complete this form.
e-Learning Courses
JMP e-Learning Courses
*Complementary materials available to qualified instructors for academic course use. The complete collection of complementary e-learning courses can be found here.
Generalized Regression (Lasso, Elastic Net, and Ridge)
Other Information for Teaching and Using JMP
Documentation and Help
- Online help: jmp.com/help
- In JMP, Help > Books or Help > JMP Help
Sample Data, Scripts and Add-Ins
- In JMP: Help > Sample Data Library or Help > Sample Data
- Online: JMP User Community File Exchange
Live and Recorded Webinars
- Live Webinars: jmp.com/webcasts
- Recorded Webinars: jmp.com/ondemand
