Course Materials
Advanced Statistics
The materials linked below will be applicable to an advanced statistics class.
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.
Recommended books for this course
- Brase & Brase, Understanding Basic Statistics 8th edition
- Brase & Brase, Understandable Statistics: Concepts & Methods 11th edition
- Carver, Practical Data Analysis with JMP 3rd edition
- De Veaux, Velleman & Bock, Intro Stats, 5th Edition
- Goos & Meintrup, Statistics with JMP: Graphs, Descriptive Statistics and Probability
- Goos & Meintrup, Statistics with JMP: Hypothesis Tests, ANOVA and Regression
- Peck, Learning from Data 2nd edition
- Peck, Olsen & Devore, Introduction to Statistics and Data Analysis 5th edition
- Moore, McCabe & Craig, Introduction to the Practice of Statistics 9th edition
- Moore, Notz & Fligner, Basic Practice of Statistics 8th edition
- Moore & Notz, Statistics: Concepts and Controversies 10th edition
- Sall, Stephens, Lehman & Loring, JMP Start Statistics 6th 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
- Bar Charts and Frequency Distributions
- Histograms, Descriptive Stats and Stem and Leaf
- Pareto Plots and Pie Charts
- Dot Plots
- Box Plots
- Mosaic Plot and Contingency Table
- Scatterplots
- Graph Builder
- Mapping in Graph Builder
- Tabulating Data
- Assessing Normality
- Fitting Distributions
- Finding Standardized Values (z-Scores)
- Hypothesis Test and CI for Proportions
- Chi-Square Test for a Two-Way Table
- Sample Size and Power for One Sample Proportion
- Sample Size and Power for Two Proportions
- Sample Size and Power for One Sample Mean
- Sample Size and Power for Two Sample Means
- One Sample t-Test and CI
- Two Sample t-Test and CIs
- Paired t-Test and CI
- One Way ANOVA
- Nonparametric Tests
- Bootstrapping in JMP Pro
- Randomization Testing in JMP Pro
- Correlation
- Simple Linear Regression
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
Inference for Means
Inference for Proportions
- Salk Vaccine
- Kerrich: Is a Coin Fair?
- Lister and Germ Theory
- Smoking and Lung Cancer
- Mendel's Laws of Inheritance
Linear Regression
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.
Sample Data
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 simple examples that work well for the topics listed.
Data Visualization:
- Big Class
- Big Class Families
- Candy Bars
- Car Physical Data
- SAT by Year
Probability Concepts:
- Big Class
- Big Class Families
- Candy Bars
- Car Physical Data
- Diamonds Data
- SAT by Year
Estimation and Inference for Proportions:
- Big Class
- Big Class Families
- Candy Bars
- Car Physical Data
- Diamonds Data
Estimation and Inference for 1 Mean, 2 Paired Means, and 2 Independent Means:
- Big Class
- Big Class Families
- Students
- Time
- Galton
- Gosset’s Corn
Chi-Square/ Goodness of fit:
- Dolphins
- Alcohol
- Car Physical Data
- Consumer Preferences
ANOVA:
- Big Class
- Big Class Families
- Car Physical Data
- Hot Dogs
- Hollywood Movies
Simple Regression:
- Anscombe
- Big Class
- Big Class Families
- Car Physical Data
- Diamonds Data
- Longley
- Rho
- Slope
Nonparametrics:
- Car Physical Data
- Hot Dogs
- Hollywood Movies
Recommended Applets, Calculators, and Concept Demonstration Tools
Find these in JMP: Help > Sample Data > Teaching Resources. In JMP Student Subscription they are directly available from the Student menu.
Probability Concepts:
- Teaching Scripts > Interactive Teaching Modules > Distribution Calculator
- Teaching Scripts > Interactive Teaching Modules > Distribution Generator
- Teaching Scripts > Simulations > Cola
- Teaching Scripts > Simulations > DiceRolls
- Teaching Scripts > Simulations > RandDist
- Teaching Scripts > Simulations > Simprob
- Teaching Scripts > Teaching Demonstrations > Dot Plot
- Teaching Scripts > Teaching Demonstrations > Normal vs t
- Teaching Scripts > Teaching Demonstrations > UtilNormalDistribution
Sampling Distributions:
- Teaching Scripts > Teaching Demonstrations > Normal vs t
- Teaching Scripts > Interactive Teaching Modules > Sampling Distribution of Sample Means
- Teaching Scripts > Interactive Teaching Modules > Sampling Distribution of Sample Proportion
- Teaching Scripts > Simulations > Central Limit Theorem
Estimation and Inference for Proportions:
- Teaching Scripts > Interactive Teaching Modules > CI for the Population Proportion
- Teaching Scripts > Interactive Teaching Modules > Hypothesis Test for Population Proportion
- Teaching Scripts > Calculators > CI for One Proportion
- Teaching Scripts > Calculators > Hypothesis Test for One Proportion
- Teaching Scripts > Calculators > Sample Size for CIs
- Teaching Scripts > Calculators > Hypothesis Test for Two Proportions
Estimation and Inference for 1 Mean, 2 Paired Means, and 2 Independent Means:
- Teaching Scripts > Teaching Demonstrations > Normal vs t
- Teaching Scripts > Teaching Demonstrations > Permutation Test for Two Means or Medians
- Teaching Scripts > Teaching Demonstrations > Summary Statistics
- Teaching Scripts > Teaching Demonstrations > demoMeanTestPower
- Teaching Scripts > Teaching Demonstrations > demoMeanTestPValue
- Teaching Scripts > Interactive Teaching Modules > CI for the Population Mean
- Teaching Scripts > Interactive Teaching Modules > Hypothesis Test for Population Mean
- Teaching Scripts > Calculators > CI for One Mean
- Teaching Scripts > Calculators > Hypothesis Test for One Mean
- Teaching Scripts > Calculators > Sample Size for CIs
- Teaching Scripts > Calculators > Hypothesis Test for Two Means
ANOVA:
- Teaching Scripts > Interactive Teaching Modules > Demonstrate ANOVA
Simple Regression:
- Teaching Scripts > Interactive Teaching Modules > Demonstrate Regression
- Teaching Scripts > Teaching Demonstrations > demoCorr
- Teaching Scripts > Teaching Demonstrations > demoLeastSquares
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.
Recommended Course Materials from SAS Education
Materials accompanying JMP e-Learning Courses from SAS
- JMP Software: A Case Study Approach to Data Exploration
- JMP Software: ANOVA and Regression
- JMP Software: Data Exploration (Classic)
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.