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Index

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 Binder

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

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

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

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

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

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

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