This is the course repository for EEEB UN3005/GR5005 taught at Columbia University in spring 2019.
See the most current pdf version of the syllabus here.
Our course text will be Statistical Rethinking by Richard McElreath. As such, students will need to install the rethinking R package. See the "Quick Installation" section here for instructions.
- 📁 data: data files used in lectures, labs, or homeworks.
- 📁 gr5005_research_project: an assignment description for the graduate level research project.
- 📁 homework: homework assignments as R Markdown files.
- 📁 images: image files used internally by the course repository.
- 📁 lab: laboratory assignments as R Markdown files.
- 📁 lecture: lecture materials in various file formats.
- 📁 readings: supplemental course readings (i.e., those not from Statistical Rethinking).
- 📁 syllabus: the current course syllabus and the associated R Markdown source file.
Much material for this course has been inspired by or modified from instructional material by Richard McElreath, as well as Matthew Palmer and David Madigan, who taught previous iterations of this class.