Meaningful and reproducible statistics: Does my data hold what it promises?

20 minute lightning talk presentation given by Andrej-Nikolai Spiess, from University Hospital Hamburg-Eppendorf, at the Better Science through Better Data 2018 event. The video recording, slides and scribe are included.