For the proper understanding of this post, you will need to know about the secretary problem. You can find information on it in an older post. In the last edition of 'Algorithms To Live By', we discussed

For the proper understanding of this post, you will need to know about the 37% rule and the secretary problem. You can find information on both in my last edition of "Algorithms To Live By".