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With logistic regression, significant predictors are identified, but the coefficients do not automatically define subgroups of patients.
In SPCA, predictors are identified if their Wald's statistics from univariate models are larger than a threshold value.
The second baseline we compared against is a method in which the top K marginal predictors are identified, and then tested for all pairwise iterations between them.
The relevant cost predictors are identified by discriminant analysis, or any other suitable classification method such as logistic classification or classification trees.
Three categories of such predictors are identified: base-line (sea-level) values for observed variables, covariation of other observed variables in hypoxia (at altitude) and genetic markers (presence or absence of specific alleles).
Similar(55)
Odds ratios from the alternative model did not appreciably differ and no changes in significant predictors were identified.
Utilizing a transdiagnostic definition of recovery, no uniform predictors were identified across all eating disorder diagnostic groups.
Predictors were identified by multivariable logistic regression analysis and were tested for interaction with treatment.
For physicians and nurses, different predictors were identified for overall safety climate perception.
Predictors were identified that may contribute to accidents and injury when associated with sleepiness and driving.
Based on the survey result, eleven predictors were identified for the visual impact prediction model which was applied in GIS to generate maps of visual impact of motorways in different scenarios.
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