• Textbook 

• YouTube Channel 

• Podcast – Audio only versions of YouTube concept videos available on most distribution platforms (Apple & google podcasts, Spotify, etc…) 

The American Statistical Association’s (ASA) Statement on P-values

Ben Cohen – The Hot Hand: The Mystery and Science of Streaks

Carol Dweck - Mindset: The New Psychology of Success

Leonard Mlodinow – The Drunkard’s Walk: How Randomness Rules Our Lives 

David Salsburg – The Lady Tasting Tea: How Statistics Revolutionized Science in the Twentieth Century 

Nate Silver – The Signal and the Noise: Why so Many Predictions Fail — but Some Don’t

• Cengage Learning SALT: Statistical Analysis and Learning Tool

• Crash Course Statistics

• FiveThirtyEight

• Freakonomics (Podcast)

• Khan Academy: Statistics and probability

• Information is Beautiful

• r/dataisbeautiful

• Talk from ASA Executive Director, Ronald Wasserstein: “Moving to a world beyond p<0.05″ (Requires VT login) 

• Spurious Correlations 

• Stat + Stories Podcast

• Statistics Flash Card Study Tool (Quizlet) 

• Association of Religion Data Archive (ARDA)

• Cengage Dataset Hub

• CDC Data and Statistics

• Census Bureau

• Collection of Really Great, Interesting, Situated Datasets (CORGIS)

• Data.gov

• Google Dataset Search

• Inter-university Consortium for Political and Social Research (ICPSR)

• Kaggle

• r/Datasets

• Stack Exchange

• University Data Commons

• Significant Statistics

• OpenStax

  • Introductory Statistics

  • Introductory Business Statistics

• OpenIntro

  • OpenIntro Statistics

  • Introduction to Modern Statistics

  • Introductory Statistics for the Life and Biomedical Sciences

  • Introductory Statistics with Randomization and Simulation

• Video Textbook by Dr. Bryan Koenig

• LibreTexts:

  • OpenStax textbook w/ Multimedia and Interactivity

  • Interactive Statistics