Statistical Modeling: A Fresh Approach using Python
Python examples and code to replicate the R analysis used in the Computational Technique sections of each chapter from Statistical Modeling: A Fresh Approach (2nd Edition)
A Fresh Approach for Python
The goal of this series of tutorials is to show how all of the R analysis and commands used in the 'Computational Technique' sections of each chapter from 'Statistical Modeling: A Fresh Approach (2nd Edition)' can be done just as easily using the Python programming language. This has the dual goal of introducing 'Scientific Python' to students learning statistics, as well as showcasing the recent advances in statistical computing that have been introduced to Python in recent years. Each tutorial in the series will cover the Computational Technique section of a different chapter from the book, starting with Section 1.4.3 from the introduction.