This script creates a function that allows R users to make better histograms.
This new histogram function is meant as an improvement over the base R function hist.
We use the Unbiased Cross Validation Criterion to choose good bin widths and origin.
Idea for this function came from the text: Modern Multivariate Statistical Techniques: Regression, Classification, and Manifolding Learning by Alan Julian Izenman