In general, we allow for the possibility that the same arc
may correspond to more than one month. We say more about this later. Think of the
jth-group’s data Nj,1, . . . , Nj,12 as point-masses, and place each in the middle of its
corresponding arc. Thus, for each group, we construct a sample weighted circle, which
we imagine suspended from a cord attached to the origin.