We summarise the effects of the partial adjustment in a similar fashion to that for a full adjustment. We make the following definition.
DEFINITION The partial canonical direction for the adjustment of B by F given D is the linear combination which maximises over all elements in with non-zero prior variance which are uncorrelated with each , scaled so that each . The values
are termed the partial canonical resolutions.
The partial canonical directions for F given D are evaluated exactly as are the canonical directions for D, as described in subsection 3.6, but the eigenstructure is extracted from the partial resolution matrix
The collection forms a ``grid'' of directions over , summarising the additional effects of the adjustment. Having adjusted by D, we expect to learn most additionally from F for those linear combinations of the elements of B which have large correlations with those partial canonical directions with large resolutions. The exact relation is as before, namely for any ,
where
The system partial resolution is
The resolution is additive, namely
When we have made the adjustment, in addition to evaluating canonical standardised adjustments for the adjustment by D and by , we may obtain similar qualitative insights into the changes in adjustment by evaluating the partial canonical standardised adjustments which are as in subsection 4.3 but applied to the adjustment by .