update with imbalanced data

Update plots function and some support functions

support with data.frame, and Gibbs with permutation

bug fixes

Update with I-chart and restricted Gibbs sampler

Update the model frequency plots.

update plots.Gibbs function

The R package for the iterated block Gibbs sampler algorithm.