worth mentioning
acknowlege robert's suggestion
added section, figure for fisher
added second ex decomp with shape
added reverse transform
added reverse transform, eq labels
added label, as reference is made to this relation elsewhere
added lengthy closing words to ex single sex chapter.
plenty-o-speculation