A more comprehensive strategy to ensure reproducibility and ease of error detection would follow the “Ten Simple Rules for Reproducible Computational Research,” developed by a group of biomedical researchers.9 These rules include automating data manipulation and reformatting, recording all changes to analysis software and custom programs using a software version control system, storing all raw data, and making all scripts and data available for public analysis.
