Maximum likelihood estimation

Invariance to sampling plans. It is ok to look at results while deciding how much data to collect. See King2017newsmedia.

Lectures

• MLE vs MAP - 1.Introduction by Shin’s Lab

History

• The Epic Story of Maximum Likelihood