Reproducibility and Replicability

I am extremely passionate about both reproducibility and replicability in neuroimaging. Reproducibility is the ultimate goal, while replicability should be the bare minimum that we demand in the 21st century. To this end I am committed to releasing all the analysis code from my peer reviewed manuscripts. You can find it at my github page. Please do use whatever you find there, and let me know if you think it could be improved.

There is a strong distinction between replicability – which requires that others can recreate exactly what you did with exactly the same dataset – and reproducibility. Reproducibility is the ability to find the same general pattern of results in a different data set. Publishing my code is an important step towards this goal because it allows others to begin to reproduce my results in their own data sets. I strongly encourage collaborations with other MRI researchers who are seeking to answer similar questions about brain development. Findings that appear in both of our cohorts of young participants mean so much more than all the single analysis findings put together.

Advertisements

One thought on “Reproducibility and Replicability

  1. Pingback: Mandatory confessionals upon receipt of tenure. | Sarah Hillenbrand

Leave a Reply

Fill in your details below or click an icon to log in:

WordPress.com Logo

You are commenting using your WordPress.com account. Log Out / Change )

Twitter picture

You are commenting using your Twitter account. Log Out / Change )

Facebook photo

You are commenting using your Facebook account. Log Out / Change )

Google+ photo

You are commenting using your Google+ account. Log Out / Change )

Connecting to %s