INSP Reproducibility Training
UC Berkeley (Berkeley Initative for Transparency in the Social Sciences, Berkeley Institute for Data Science)
Materials for the May 2017 Reproducibility Training at INSP, Mexico
Software installation is required. Instructions are here. Please do your best to install the programs before coming to the workshop, though help will be available if you run into trouble.
1-Intro has slides to introduce researchers to the problems of publication bias and p-hacking.
2-Reg-and-PAP has slides on the partial solutions of registration and pre-analysis plans.
3-Repro-Code has a README and slides on reproducible coding strategy.
4-Tools-Intro has slides on reproducible workflow software tools.
5-[fill in the blank] have materials for doing dynamic (automatically updated) documents in R and Stata.
6-VersionControl has an intro to version control with Git/Github.
Additional materials are in the X-folders.
Workshop Agenda
| Time | Session |
|---|---|
| Day 1 | Wednesday, May 3 |
| 9:00-9:30 | Welcome and introductions |
| 9:30-10:45 | Overview of transparency and reproducibility in social science research |
| 10:45-11:00 | COFFEE BREAK |
| 11:00-12:00 | Registration & Pre-Analsysis Plans (AEA Registry, OSF) |
| 12:00-1:00pm | LUNCH BREAK |
| 1:00-2:00 | Reproducible Coding Stategies |
| Day 2 | Thursday, May 4 |
| 9:00-10:45 | Dynamic Documents (Stata, R) |
| 10:45-11:00 | COFFEE BREAK |
| 11:00-12:00 | Version Control with Git/Github Part 1 |
| 12:00-1:00 | LUNCH BREAK |
| 1:00-2:00 | Version Control with Git/Github Part 2 |