Some pages discussing mathematical ideas I like.
The EM algorithm is a really clever way of optimising our estimates of parameters when we’re handling a combination of both observed and hidden data.
I have a few notebooks explaining how the algorithm can be derived and applied.
Example 2: geyser eruptions (not yet quite finished!)