I would like to represent my data in the most informative way. As successors of the boxplot, I have found violin plots as well as beanplots. What are the advantages of each plot? A violin plot could be combined with a boxplot:
A beanplot could be combined with the mean and a HDI around it, as seen in the pirateplot() function:
What is the difference? What would you prefer?