The Many Reasons for Irreproducible Research- and a Vaccine to Eradicate It
Type
Blog Post
...an attempt to present only the most novel or significant findings, and combined with powerful cognitive...QRPs) can quickly lead us to find statistically significant results that are not robust.
Sampling noise
There...minimized with high powered research designs.
Unanticipated discoveries
Finally, there are good reasons ...result after conducting a replication study. An important difference between the original setting and the...genetic variation, or different handling can all be important.
If we eliminate the problems above: unclear ...research finding we can be more certain that some important, previously unknown variable actually makes a ...all too often glossed over. This is why it is important to be able to look under the hood at the raw data...