Data analysis and statistics resources

There are books, journals, or other resources that could give inspiration or empirical evidence for specific ways to display, analyze or handle data.

Books

• Open statistics textbooks at LibreTexts
• Mathematics textbook at Open Textbook Library

Statistics teaching

• Journal of Statistics and Data Science Education
• Journal of Statistics Education
• American Statistical Association
• Statistics Education Research Journal
• Teaching Statistics
• Technology Innovations in Statistics Education
• Consortium for the Advancement of Undergraduate Statistics Education (CAUSE)
• Statkat
• International Collaboration for Research on Statistical Reasoning, Thinking, and Literacy
• International Association for Statistical Education
• Common Online Data Analysis Platform (CODAP)
• Gapminder
• ShareStats

Data analysis and statistics

• The American Statistician
• Journal of Mathematical Psychology
• British Journal of Mathematical and Statistical Psychology
• Journal of Educational and Behavioral Statistics
• Psychological Methods
• Frontiers in Psychology: Quantitative Psychology and Measurement
• Frontiers in Applied Mathematics and Statistics: Quantitative Psychology and Measurement
• Advances in Methods and Practices in Psychological Science
• List of and comparison of statistical journals at Wikipedia

Software

• Journal of Statistical Software
• Our selection

Terms

• ShareStats Statistics Taxonomy
• CogStat documentation for translating the software
• And everything in the categories above

Data

• See the resources our demo data rely on.