Time Series and Forecasting
The materials linked below will be applicable to a course on time series and forecasting.
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.
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.
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.
Recommended books for this course
- Montgomery, Jennings & Kulahci, Introduction to Time Series Analysis and Forecasting 2nd edition
Instructors can request free evalution copies of textbooks from many publishers. Contact your publisher representative. For SAS Press books, request free instructor evaluation ebook copies here.
Recommended guides and videos
- Opening JMP and Getting Started
- Run Charts (Line Graphs)
- Graph Builder
- Bubble Plot
- Multiple Linear Regression
- Fitting Nonlinear Curves
- ARIMA Modeling
- Time Series Smoothing Methods
- Time Series Forecasting
The complete collection of guides and videos can be found at the JMP Learning Library.
If you or your students are new to JMP, this is also a great place to start: JMP Basics
Recommended Case Studies
Case studies are designed to supplement and expand your students experience by providing real and realistic multi-step problem scenarios, accompanied by exercises at the end. These are carefully crafted to use methods that have been introduced up to and including the concepts listed in the summary. Solutions to exercises are available to instructors only by request at this link.
Descriptive and Exploratory
Stationarity & Differencing
ARIMA Models & Model Comparison
Explore webinars specifically designed for faculty & students
Live and on-demand webinars to expand your JMP knowledge. Topics span basics to advanced.
Data for Examples and Assignments
JMP comes with ~500 sample data sets included in the software, accessible through the JMP Help menu.
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.
Recommended Sample Data
There are many sample data sets to choose from in JMP, from Help > Sample Data (alphabetical list) or Help > Sample Data Library (indexed list by topic). Here are a few suggested examples for a course on Time Series.
- Lead Production
- M3C Quarterly
- Monthly Sales
- Moving Average
- Particle Size
- Raleigh Temps
- Random Walk
- Southern Oscillation
- Steel Shipments
Student Menu: Easily access JMP’s teaching and learning tools via a dedicated menu item. This add-in brings the JMP Student Subscription’s Student menu to JMP and JMP Pro.
Preferences Manager: Create and manage preferences profiles, including creating a file that students can use to automatically set their JMP preferences for your course.
Word Importer: Expand JMP’s data importing capabilities to include text, tables, and images from Microsoft Word docs.
PPT Importer: Expand JMP’s data importing capabilities to include text and tables from Microsoft PowerPoint slides.
Full Course Materials
Course Materials from SAS Education
“JMP course-in-a-box” provides complimentary JMP teaching materials from SAS. Includes classroom materials, data sets, slides and more. These are all available for download to qualified instructors.
Self-paced learning available 24/7
Full length e-courses from JMP and SAS 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.
Recommended Course Materials from SAS Education
Materials accompanying JMP e-Learning Courses from SAS
Materials accompanying JMP Classroom Courses from SAS
Recommended eLearning Courses from SAS Education
Students and Professors can enroll in these courses at no cost with a campus or department annual site license to JMP.
Asynchronous eLearning courses are listed in the eLearning catalog, including:
- The Predictive Modeling module from the free course Statistical Thinking in Industrial Problem Solving
Check the calendar of upcoming Live Web courses, including these topics: