Understanding discrete (Binomial, Poisson) versus continuous (Normal, Exponential, Gamma) variables.
How do we judge if an estimator is mathematically sound? mathematical statistics lecture
[ \hat\theta \textMLE = \arg\max \theta \in \Theta L(\theta; x) ] Understanding discrete (Binomial