Blog posts

This folder contains the notebooks I used to prepare the blog posts related to the No Bullshit Guide to Statistics. Use the binder links to run the notebooks in the cloud.

• Outline of the stats curriculum research
  https://minireference.com/blog/fixing-the-introductory-statistics-curriculum/

• Book proposal
  https://minireference.com/blog/no-bullshit-guide-to-statistics-progress-update/

• Survey results
  https://minireference.com/blog/what-stats-do-people-want-to-learn/

• Python coding skills for statistic
  blog post: https://minireference.com/blog/python-for-stats/
  notebook: python_for_stats.ipynb

• Using Python for probability calculations
  blog post: COMING SOON notebook: probability_models.ipynb

• Understanding sampling distributions
  blog post: COMING SOON notebook: sampling_distributions.ipynb

• Bootstrap estimation of uncertainty
  blog post: COMING SOON notebook: bootstrap.ipynb

• Hypothesis testing using simulation
  blog post: COMING SOON notebook: simulation_hypothesis_tests.ipynb

• The permutation test for comparing two groups
  blog post: COMING SOON notebook: permutation_test.ipynb

• Statistical procedures as Python code
  blog post: COMING SOON notebook: stats_procedures.ipynb

• Python libraries for doing statistics
  blog post: COMING SOON notebook: python_stats_libraries.ipynb