Beta-Binomial

Tree of Binomial Distribution

Brief introduction on Binomial Distribution and its expansion based on data.

Benchmarking the maxLik function

Comparing the analytical methods of the maxLik optimizing function.

Benchmarking the optim function

Opimizing using 'optim' function and comparing analytical methods.

Benchmarking optimization functions in R

Comparing optimization functions for the estimation of shape parameters from the Beta-Binomial distribution.