These are somewhat dated, and may include a few mistakes.  But there may be some useful information in them.  First is a general explanation of the math for MLE (maximum likelihood estimation), and the second discusses how to interpret the MLE results.

There's also some details about acceptance correction in the second, which should be ignored.  If you really want to know about acceptance correction, there are other methods and other documents describing them.