Each of these distributions have two parameters
Analytic solutions for find MLE's
Graphical approaches for two-parameter distributions result in three dimensional likelihood surfaces - can be difficult to interpret
Numerical techniques are preferred
The shiny app below shows the likelihood surfaces and the numerical solutions for each of these three distributions
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