ما معنى Pre-registration, holdout set؟

Pre-registration is the recording of a hypothesis and of its analysis plan (data, sample, variables, test and decision rule) before the outcome is observed. A holdout set is a part of the data set aside before the research begins and used once, for the final test of a pre-registered analysis.