Free Resources for Learning Statistics

  1. Significantly Statistical Methods Online Course | JMP
  2. Introduction | Improving Your Statistical Inferences (lakens.github.io)
  3. Certara R School • Certara.R
  4. Introduction to the New Statistics
  5. Learning statistics with R: A tutorial for psychology students and other beginners. (Version 0.6.1) (bookdown.org)
  6. Home Page (Welcome) | Real Statistics Using Excel (real-statistics.com)
  7. Statlect, the digital textbook | Probability, statistics, matrix algebra
  8. Statistics Teacher
  9. Introduction to Statistics – Simple Book Publishing (pressbooks.pub)
  10. Statistical Evidence | Home by Jeffrey D. Blume Ph.D.
  11. Table of Contents (statistics4u.info) Fundamentals of Statistics by H. Lohninger 
  12. Learning by Simulations: Overview (vias.org) 
  13. Index of /Courses (yale.edu) Statistics courses by Yale University. 
  14. MathBitsNotebook - On-Line Study Resources for High School Mathematics Algebra, Geometry, Jr Math6-8.
  15. Statistics I (elgin.edu) by Math dept of Elgin Community College.        
  16. Index of /ESA_Senior_Years/ (amsi.org.au) by Australian Mathematical Science Institute. 
  17. Acknowledgements – Introduction to Statistics (pressbooks.pub) by Open Library Publishing, Ontario. 
  18. OARC Stats – Statistical Consulting Web Resources (ucla.edu) using SAS and R 
  19. Basic Statistical Concepts | STAT ONLINE (psu.edu) Math and elementary stats review. 
  20. Table of Contents (bu.edu) contents on Hypothesis testing by WayneW.LaMorte, Boston University2016 
  21. Data Analysis in the Geosciences (uga.edu) by Steven Holland at University of Georgia.             
  22. Probability, Statistics & Random Processes | Free Textbook | Course (probabilitycourse.com) by Hossein Pishro at University of Massachusetts.
  23. Victor Bissonnette | Resources for the Learning and Teaching of Statistics and Behavioral Science (berry.edu) with free statistical software.
  24. BrainVoyager User's Guide 
  25. STAT 205B: Classical Inference (bookdown.org) by Jizhou Kang.
  26. Statistics Resources | University of Virginia Library Research Data Services + Sciences
  27. Data Analysis Examples (ucla.edu) using R, SAS, Stata, SPSS, G*Power. Regression models, Multivariate analysis, Mixed effect models and power analysis.
  28. Best Practices for Statistical Analysis | University of Virginia Library Research Data Services + Sciences
  29. Statistical Modeling - Minitab Includes details on ANOVA, Regression, Predictive Analytics, DOE, using Fitted Models, Reliability, Time Series and Multivariate.
  30. Features - Overview | Laerd Statistics Statistical analysis using SPSS.
  31. Videos | (tilestats.com) by Andreas Tilevik, professor at the University of Skövde, Sweden.
  32. Computer vision for dummies - A blog about intelligent algorithms, machine learning, computer vision, datamining and more. (visiondummy.com) by Vincent Spruyt, Chief Data Scientist. at Sentiance
  33. Master Data Science - Master Data Science (datahacker.rs) 
  34. Online Statistics Course Materials (lithoguru.com) by Chris Mack, University of Texas.
  35. Frontmatter (toronto.edu) Linear Models in Statistics
  36. Generalized Additive Models in R · A Free Interactive Course (noamross.github.io) 
  37. Statistics Knowledge Portal | Introduction to Statistics | JMP 
  38. MPH Online Learning Modules (bu.edu)
  39. Home - Statistics LibreTexts

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