don’t assume that the only way to reduce your uncertainty is to use an impractically sophisticated method. Are you trying to get published in a peer-reviewed journal, or are you just trying to reduce your uncertainty about a real-life business decision? Build on the “You need less data than you think” assumption and you may find that you don’t have to gather as much data as you thought.
