Course Materials
Course Materials

Multivariate Statistics

The materials linked below will be applicable to a multivariate statistics class, covering topics such as PCA, exploratory factor analysis, confirmatory factor analysis, path analysis and SEM, cluster analysis, discriminant analysis, MANOVA and repeated measures.

The Essentials

JMP Books

Textbooks to Supplement Your Instruction​

Find textbooks that integrate JMP. Most books may be requested through publisher websites. Contact your publisher representative for more information.

Step-by-Step Guides

Take a Deeper Dive on Select Topics​​

Provide step-by-step instructions and short videos to help your students learn how to do common statistical and graphical analyses in JMP.​

Case Studies

JMP® Case Study Library​​

Assign real-world problems for class projects or homework. These case studies are complete with background information, tasks, data, exercises, and more.​


In-Depth Webinars

Explore webinars specifically designed for faculty & students​

Live and on-demand webinars to expand your JMP knowledge.​ Topics span basics to advanced.

Enhanced Datasets

Datasets useful for demonstrating statistical techniques and JMP platforms. Complemented with descriptive storylines, exercises, and supplemental materials, these enhanced datasets are designed to engage students in the process of problem solving through statistical analyses.

View Enhanced datasets

In addition, JMP comes with over 500 sample data sets included in the software, accessible through the JMP Help menu. Other datasets can be found in the JMP User Community and in JMP Public.

Applets and Add-Ins​

Teaching Apps, Stats Calculators, & Extensions of JMP’s Capabilities

JMP’s teaching applets and calculators are ideal for illustrating and interactively exploring core statistical concepts and calculations. Add-ins extend JMP’s capabilities, opening up new possibilities in using JMP for teaching and learning.

Additional Resources

Full Course Materials​​

Course Materials from JMP Education​

“JMP course-in-a-box” provides complimentary JMP teaching materials. Includes classroom materials, data sets, slides and more. These are all available for download to qualified instructors.​

On-Demand Courses

Self-paced learning available 24/7​​

Full length on-demand courses from JMP Education cover a variety of topics and include activities, demos and exercises. Short instructor videos can supplement your course materials to create a flipped classroom.​