Difference between revisions of "Reproducible Research"
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= Guidelines = | = Guidelines = | ||
== Pre-registration == | |||
== Pre-analysis plans == | |||
== Code replication == | |||
== Data publication == | |||
== Software for reproducible research == | |||
[https://github.com/ GitHub] - [https://services.github.com/on-demand/intro-to-github/ introductory training] available through GitHub Services | |||
= Additional Resources = | = Additional Resources = | ||
From Innovations for Policy Action | From the Abul Latif Jameel Poverty Action Lab (JPAL) | ||
* [https://www.povertyactionlab.org/research-resources/transparency-and-reproducibility Transparency and Reproducibility] | |||
From Innovations for Policy Action (IPA) | |||
* [http://www.poverty-action.org/sites/default/files/publications/IPA%27s%20Best%20Practices%20for%20Data%20and%20Code%20Management_Nov2015.pdf Reproducible Research: Best Practices for Data and Code Management] | * [http://www.poverty-action.org/sites/default/files/publications/IPA%27s%20Best%20Practices%20for%20Data%20and%20Code%20Management_Nov2015.pdf Reproducible Research: Best Practices for Data and Code Management] | ||
* [http://www.poverty-action.org/sites/default/files/Guidelines-for-data-publication.pdf Guidelines for data publication] | * [http://www.poverty-action.org/sites/default/files/Guidelines-for-data-publication.pdf Guidelines for data publication] | ||
* [https://dataverse.harvard.edu/dataverse/socialsciencercts Randomized Control Trials in the Social Science Dataverse] | * [https://dataverse.harvard.edu/dataverse/socialsciencercts Randomized Control Trials in the Social Science Dataverse] | ||
Center for Open Science | |||
* [https://cos.io/our-services/top-guidelines/ Transparency and Openness Guidelines], summarized in a [https://osf.io/pvf56/?_ga=1.225140506.1057649246.1484691980 1-Page Handout] | |||
Berkeley Initiative for Transparency in the Social Sciences | |||
* [http://www.bitss.org/education/manual-of-best-practices/ Manual of Best Practices in Transparent Social Science Research] | |||
Revision as of 22:32, 17 January 2017
Guidelines
Pre-registration
Pre-analysis plans
Code replication
Data publication
Software for reproducible research
GitHub - introductory training available through GitHub Services
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