# Chapter 3 — Classical statistics

See the [excerpt from Chapter 3](https://minireference.com/static/excerpts/noBSstats_part2_preview.pdf#page=17)
for a preview of the classical (frequentist) topics covered in the book.



## Notebooks

Each notebook contains the code examples from the 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](./31_estimators.ipynb)
- Confidence intervals [32_confidence_intervals.ipynb](./32_confidence_intervals.ipynb)
- Introduction to hypothesis testing [33_intro_to_NHST.ipynb](./33_intro_to_NHST.ipynb)
- Analytical approximations [34_analytical_approx.ipynb](./34_analytical_approx.ipynb)
- Two-sample tests [35_two_sample_tests.ipynb](./35_two_sample_tests.ipynb)
- Statistical design and error analysis [36_design.ipynb](./36_design.ipynb)
- Inventory of statistical tests [37_inventory_stats_tests.ipynb](./37_inventory_stats_tests.ipynb)
- No notebook available for **Section 3.8 Stats practice**