The Ten Commandments of Statistical Inference by Dr. Richard Lenski.
From the post:
1. Remember the type II error, for therein is reflected the power if not the glory.
These ten commandments (see the post for the other nine) are part and parcel of knowing your data and the assumptions of the processing applied to it.
Think of it as a short checklist to keep yourself and especially others, honest.