“Striving for transparent and credible research: practical guidelines for behavioral ecologists”
author: Isabel Winney date: 15th December 2016 autosize: true
A ‘crisis’ in research
- Lack of transparency
- Papers that are wrong
- Lack of trust, sometimes anger, from general public and governments
Reliable, reproducible, replicable
- Reliable = being objective enough to produce consistent results
- Reproducible = having good documentation so that results can be reproduced
- Replicable = the result can be replicated closely, then conceptually
Reliable, reproducible, replicable
incremental: true
- Plan
- Document
- RStudio (projects)
- Git(hub)
- Jupyter
- etc etc etc
- Disclose
- Full methods
- Distinguish confirmatory from exploratory analysis
through the Open Science Framework
A better process