So, I’m doing a pattern recognition project and I’m comparing different clustering techniques in R.  I found http://www.r-bloggers.com/anova-and-tukeys-test-on-r/ has a nice intro on using ANOVA and Tukey.  The method they show also includes a method for plotting the results (the confidence intervals)!  So, thats nice.