Intermediate Statistical Analysis using Python

This workshop is intended for people who have taken an introductory statistic course and feel comfortable with the material covered in our Introductory Statistics Using Python workshop. This is a hands-on workshop and all methods will be demonstrated using the python language and libraries such as pandas and statsmodels.Topics that will be covered include:
  • Chi-squared tests
  • One-way and two-way ANOVA
  • Simple and multiple linear regression
  • Checking model assumptions using diagnostic plots
  • Post hoc analysis
  • Graphing and visualizing data
  • Navigating specialized packages

Downloading python:
If you intend follow along with the python coding during the workshop, please install the anaconda environment ( This includes the Spyder editor ( which we will use in the workshop.