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 (https://www.anaconda.com). This includes the Spyder editor (https://www.spyder-ide.org) which we will use in the workshop.