The Seven Pillars of Statistical Wisdom - oleksiyp/oleksiyp.github.io GitHub Wiki

The value of targeted reduction or compression of data
The diminishing value of an increased amount of data
How to put a probability measuring stick to what we do
How to use internal variation in the data to help in that
How asking questions from different perspectives can lead to revealingly different answers
The essential role of the planning of observations
How all these ideas can be used in exploring and comparing competing explanations in science