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Linear Regression Tutorial for Astronomers

Christina Hedges, March 2024

This tutorial covers some of the key concepts for astronomy graduate students to get an easy understanding of how to build linear models for their time-series data. This is the material as of March 2024. The source of these materials is available on GitHub and is where these materials may be updated and improved. You can see a live version of these slides here.

Inside the workbooks folder there are two workbooks where you can fill in the code and it will check your answers. Answers are available in the workbooks/answers/ folder if you need them.

Inside workbooks is also a notebook that goes through the 2D example from the slides. The intention is this will be our live coding portion of the tutorial!