Difference between revisions of "Reproducible Research"
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=== [[Pre-Analysis Plan]] === | === [[Pre-Analysis Plan]] === | ||
A pre-analysis plan (PAP) lays out how the researcher will analyze data, at the design stage of an impact evaluation. The objective of a PAP is to prevent data mining and specification searching. | |||
=== Code replication === | === Code replication === | ||
Revision as of 22:39, 27 October 2017
Guidelines
Pre-registration
Pre-Analysis Plan
A pre-analysis plan (PAP) lays out how the researcher will analyze data, at the design stage of an impact evaluation. The objective of a PAP is to prevent data mining and specification searching.
Code replication
Data publication
Software for reproducible research
Git is a free version-control software. Files are stored in Git Repositories, most commonly on GitHub. To learn GitHub, there is an introductory training available through GitHub Services, and multiple tutorials available through GitHub Guides
Additional Resources
From the Abul Latif Jameel Poverty Action Lab (JPAL)
From Innovations for Policy Action (IPA)
- Reproducible Research: Best Practices for Data and Code Management
- Guidelines for data publication
- Randomized Control Trials in the Social Science Dataverse
Center for Open Science
- Transparency and Openness Guidelines, summarized in a 1-Page Handout
Berkeley Initiative for Transparency in the Social Sciences
Johns Hopkins