Chapter 3 — Inferential statistics

See the Chapter 3 outline for an overview of what is covered.

Notebooks

Each notebook contains the code examples from corresponding section in book. If you're reading the book, you should follow along by running the commands in the these notebooks, to check all the probability calculations for yourself.

• Estimates and estimators 31_estimators.ipynb
• Confidence intervals 32_confidence_intervals.ipynb
• Introduction to hypothesis testing 33_intro_to_NHST.ipynb
• Analytical approximations 34_analytical_approx.ipynb
• Two-sample tests 35_two_sample_tests.ipynb
• Statistical design and error analysis 36_design.ipynb
• Inventory of statistical tests 37_inventory_stats_tests.ipynb
• COMING SOON: Sec 3.8 Stats practice