Pre-transplant variables, ranked in order of influence on VOD-score, as identified by the difference in the <i>pdf</i> of the data comprising observations of the pre-transplant variable vector <i>Y</i> and that of the data on the vector <i>Y</i><sub>−<i>n</i></sub> that comprises all-but-<i>n</i>th-pretransplant-variable, ∀<i>n</i> = 1, …, <i>d</i>, where <i>d</i> = 30 in our work.
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This difference in the density of the data variable built with Y−n, and that built with Y of the Np patients, given the model parameters, is referred to as “Difference in likelihood”, and tabulated in Column 2, in ranked order, for the n-th component of Y, where the name of such component is mentioned in Column 1, under “Attribute”. The 3rd and 4th columns tabulate the difference in the learning of the model parameters ℓ and amplitude respectively, given data on Y−n and given data on Y, where the corresponding omitted n-th component of Y is named in the same row of the 1st column. The difference caused in the posterior probability density of ℓ and amplitude, given the data on Y and that given data on Y−n, is tabulated in the 5-th column, while the sum of the differences tabulated in the 2nd to the 5th columns, is noted in the 6-th column.
