Author: Thomas Wiecki

In this blog post I will write about:

• How a few outliers can largely affect the fit of linear regression models.
• How replacing the normal likelihood with Student T distribution produces robust regression.
• How this can easily be done with PyMC3 and its new glm module by passing a family object.