post2web / statistics

A collection of python statistical jupyter notebooks

A collection of python statistics notebooks

This is a collection of jupyter notebooks I used to prepare myself for my experimental statistics 1 final. Since python is my language of choice I am translating everything we learn from SAS to python.

Goals for this project

• Keep it basic and simple
• Easy to reproducible code in cheat-sheet style notebooks
• All examples and charts should be viewable directly from github

Notebooks

• basics
• plotting
• plotting with seaborn
• 1 group or paired testing
• 2 groups testing
• power
• 3_or_more_groups_testing
• permutation test
• linear regression
• Cross-validation

Other

• LaTeX examples
• flashcards