Login

Python for Introductory Statistics

OpenStax · Web editionFree to read — no login

  1. 0. Why Learn Python?
  2. 1. Introduction to Python
  3. 2. Python Lists
  4. 3. Python Syntax
  5. 4. Python Loops
  6. 5. Frequency Distributions and Graphs
  7. 6. Measures of Center and Variation
  8. 7. Measures of Position
  9. 8. Discrete Probability Distributions
  10. 9. Continuous Probability Distributions
  11. 10. Confidence Intervals
  12. 11. Hypothesis Testing
  13. 12. Linear Regression and Correlation
  14. 13. Analysis of Categorical Data
  15. 14. Advanced Statistics Topics
  16. Appendix 1: Python Installing Steps
  17. Appendix 2: Random Integer Generator
  18. Appendix 3: Counting, Permutations and Combinations
  19. Code References
  20. Resources

Adapted from Python for Introductory Statistics, by Simon Aman (Truman College, City Colleges of Chicago), licensed under CC BY 4.0. Changes were made: reformatted as an accessible XYZ web edition with live in-browser code cells.

License: CC-BY-4.0. Licensed under a Creative Commons Attribution 4.0 License.