Exact(1)
The model reduction method developed in this work is based on the generation of a large set of candidate reduced-order models by elimination of terms from the original model, followed by selection of suitable reduced models from the generated set through checking against T-optimality design of experiments criteria.
Similar(59)
These conservation laws can be used to reduce the model by elimination of x4 (by (10)) and x3 (by (9)).
The level of cross-contamination was considered to be sufficiently low as to be ignored, thereby simplifying the model by elimination of V 1f and V 2f terms in expressions describing M and B, respectively.
In addition, the extension of the budding yeast cell cycle model by elimination of such hazards increases the number of viable state transitions to correctly arrive at the M phase from the G2 phase, which allows the proposed model to have about 10% greater timing robustness.
We call tropically truncated model the model obtained by elimination of all dominated monomials from the r.h.s. of the ordinary differential equations.
These frequencies showed that 3 to 5 features were selected for only 20% of the innermost runs, indicating some further room for reduction in model variance by elimination of these spurious features.
The initial multivariable logistic regression model was reduced to obtain the final parsimonious model by backward elimination (Table 1).
> -wrap-foot> confidencence interval, CLB chlorambucil, HR hazard ratio, R-mono rituximab monotherapy aReduced model by backward elimination.
Clinical variables with univariate chi-square P < 0.20 were presented to the model; by backward elimination only variables significant at P ≤ 0.05 were retained.
Terms were then removed from the model by backward elimination with a threshold for inclusion of a P-value of 0.01.
> -wrap-foot> confidencence interval, HR hazard ratio, IV chemo-only intravenous chemotherapy only, NCI National Cancer Institute, R + IV chemo rituximab plus intravenous chemotherapy aReduced model by backward elimination.
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