Seven scientists

In this post, I discuss one of my favorite problems from MacKay’s fantastic book on information theory . As the title suggests, the problem concerns seven scientists, and it illustrates the weakness of maximum likelihood estimation. Maximum likelihood The problem comes in two parts. In the first part, we use the maximum likelihood heuristic to …