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Adjusted belief structures

If we adjust each member of the base tex2html_wrap_inline3565 by D, then we obtain a new base tex2html_wrap_inline3918 , the base of adjusted versions of the elements of B. We call this the base tex2html_wrap_inline3565 adjusted by tex2html_wrap_inline3920 , written {B/D}. The belief structure with this base is termed the adjusted belief structure of B by D and is written tex2html_wrap_inline3828 . To simplify our notation, we also use tex2html_wrap_inline3828 to represent the vector tex2html_wrap_inline3926 , where appropriate.

We may view tex2html_wrap_inline3828 as representing a belief structure over the linear space tex2html_wrap_inline3930 . However, it is also useful to view tex2html_wrap_inline3828 as an inner product space constructed over the linear space tex2html_wrap_inline3820 but with the covariance inner product replaced by the adjusted covariance inner product

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We now analyse the differences between the variance and the adjusted variance inner products.



David Wooff
Thu Oct 15 11:56:54 BST 1998