Suppose that we intend to adjust our beliefs about a collection by observation of two further collections and of quantities. We adjust B by the collection (i.e. the collection ) but separate the effects of the subsets of data. Therefore, we adjust B in stages, first by D, then adding F. We may show that the additional adjustment of B by F, given that we have already adjusted by D, is the same as the adjustment of B by , the belief structure adjusted by :
(This relation follows as adjusting F by D removes the `common variability' between F and D.) We call
the (partial) adjustment of B by F given D. Note the following properties of partial adjustment.