Q3.22

Multiple comparisons and result picking

Cards in this group · 4

  1. Q3.22.1Testing many metrics at once raises the chance of a false positive
  2. Q3.22.2Multiple comparisons need a corrected threshold or a primary metric named in advance
  3. Q3.22.3Reporting the significant slices from many breakdowns is data peeking
  4. Q3.22.4The primary metric is locked before the experiment starts, not chosen afterward