Open, rigorous and reproducible research: A practitioner’s handbook

"Our main goal here is to show how there are many ways to make your research more open, transparent, and reproducible on the margin, and that each step in that direction may bring some benefit. While there will always be nuances and requirements specific to each field, in general there is a great deal that we can learn from each other, and most ideas can be applied to any domain.

In summary, this handbook is a guide to making science more open, transparent, and reproducible by presenting best practices in a way that is:

• modular: individual ideas can be used separately or combined
• practical: focused on the most tractable and impactful practices
• general: applicable to any field that works with data and statistical analysis
• concise: aimed at the busy scientists who doesn’t have time to take a full course right now "