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Case studies in neonatal care and a fractured neck of femur pathway highlight PPI's contribution to model design and validation, but a recent conference session also identified a number of obstacles.
Utilizing the mean parent diameter only reduced specificity to 80%, sensitivity remained at 97.6%, indicating that the mean deflection angle made a small contribution to model performance.
As many of these parameters model noisy/irrelevant features, their data fitting benefit is grossly outweighed by their contribution to model complexity, which leads to gross underestimation of the number of clusters.
We tested the fit of the final multivariate model by reintroducing the dropped variables individually and evaluating their contribution to model fit with a likelihood ratio test; none of the dropped variables were retained.
This progressive-reversible component appeared to provide an important contribution to model behaviour, particularly in data sets 1, 2, and 4, in which it allowed for a progressive rise in BP that was partly reversible.
This procedure involves deleting variables to a desired degree of accuracy based on contribution to model R. We will compare the reduced and full models using internal bootstrap validation, with appropriate penalisation for the variable selection.
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Examination of variable contribution to models reveals substantial differences for species within each biogeographic zone (Table 1).
We examined the differences in variable contribution to models depending on a species' life history, and how this changed with temporal scale.
This manuscript makes a contribution to modeling the NGF signaling pathway, by including the p75 receptor into the model.
Analysis of the results allows to identify competing contributions to model deviations, arising from uncertainties in the boundary conditions and model deficiencies.
Jackknife analysis showed that bioclimatic variables and soil characteristics made only small contributions to model development when used alone or when each coverage was excluded individually (data not shown).
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