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The bearing and path correlation for the partial adjustment

 

We have seen already the bearing for the full adjustment (in section 5.5) and we can calculate the bearing for the adjustment solely on tex2html_wrap_inline8546 , giving a vector essentially in the direction of tex2html_wrap_inline8580 :

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The difference between the two is the bearing for the partial adjustment:

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It is solely in this direction that expectations can change according to the new information contained in tex2html_wrap_inline8550 . Clearly these two directions (which aggregate to form the overall bearing) are different, so that the partial adjustment is telling us something extra about a different direction. We can summarise this by evaluating the path correlation: the prior correlation between the previous and partial adjustment bearings. Here the path correlation is

displaymath9420

showing that from the point of view of revising expectations, the data are partly contradictory. Had this correlation been positive, we would have argued that the data complemented each other, with the magnitude of correlation indicating the degree of consistency. Our interpretation follows from our being able to write

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Thus, it is the negative covariance (which we see summarised as a path correlation of tex2html_wrap_inline9446 ) between the bearings for the previous and partial adjustments which serves to diminish the size of the joint adjustment: the changes in expectation for the initial and partial adjustments are in different directions, and thus tend to cancel out each other.



David Wooff
Thu Oct 15 12:20:04 BST 1998