Using the Maximum Likelihood Estimation (MLE) to determine a linear line of best fit to noisy data
This post shows a simple derivation of the likelihood equation, how we can maximise likelihood to determine a line of best fit with Python and how this compares to Ordinary Least Squares (OLS).
more ...