Data Analysis

• One Categorical Variable, Single Group
• One Categorical Variable, Multiple Groups
• Two Categorical Variables
• One Quantitative Variable, Single Group (also collaborative)
• One Quantitative Variable, Multiple Groups (also collaborative)
• Two Quantitative Variables (also collaborative)
• Multiple Regression

Probability

• Normal Distributions
• Discrete Random Variables
• Binomial Distributions
• Poisson Distributions
• Counting Methods
• t Distributions
• χ² Distributions
• F Distributions

Concepts

• The Idea of Probability
• Law of Large Numbers
• Simulating Sampling Distributions
• Simulating Confidence Intervals
• Logic of Significance Testing
• Power
• Streakiness

Activities

• Can You Smell Parkinson's?
• Hiring Discrimination
• Guess the Correlation
• Does Beyoncé Write Her Own Lyrics?
• How Much Do Fans Like Taylor Swift? Part 1
• How Much Do Fans Like Taylor Swift? Part 2
• Sampling Sunflowers
• Is Mrs. Gallas a Good Free Throw Shooter?
• M&M's/Skittles/Froot Loops
• Old Faithful

For simulation-based and traditional inference methods, choose the appropriate data type from the Data Analysis menu above.

Textbook Resources

• Resources for Introductory Statistics: A Student-Centered Approach
• Resources for The Practice of Statistics
• Resources for Statistics and Probability with Applications
• Resources for Statistical Reasoning in Sports
• Daren and Josh's Upcoming Workshops and Presentations

Check out lesson plans, resources, and more at Math Medic!