See the excerpt from Chapter 3 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.
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
_comparing _two _populations .ipynb Statistical design and error analysis 36_design.ipynb
Inventory of statistical tests 37
_inventory _stats _tests .ipynb No notebook available for Section 3.8 Stats practice yet