Because comparisons of means frequently (and should) emanate from designed 
experiments, we take the opportunity to discuss some of the tenets of good experi mental practice.The 
corresponding test statistics depend upon a partitioning of the total variation into 
pieces of variation attributable to the treatment sources and error.