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To enhance the accuracy of questionnaires, scoring systems to identify asthma in large population surveys using a combination of predictor variables collected by questionnaires have been developed [ 14, 15].
Any stepwise analysis could result in a combination of predictor variables that apply only to that dataset, and so such results need to be replicated in an independent dataset.
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This is the first study to conduct sex-specific longitudinal analyses in a paediatric headache sample of children and adolescents (9 to 14 years old at first wave) using this kind of method and a combination of predictors.
In this study we used Mallow's C p statistics [67], a combination of predictors that minimizes the Mallow C p over all possible subsets, was considered as the best subset for model development.
A combination of predictors seems more important than single predictors [ 37, 38].
The methods described here can be extended to other health conditions to identify a combination of predictors collected from a clinical history, examination or laboratory testing.
In all patients, the prognosis after cardiac arrest treated with TH was determined based on a combination of predictors of poor neurological outcome.
In this study we used Mallow's C p statistics [ 67], a combination of predictors that minimizes the Mallow C p over all possible subsets, was considered as the best subset for model development.
In that study, a combination of clinical predictors and biomarkers had the best performance for predicting mortality in patients with ARDS compared to clinical predictors or biomarkers alone [13].
Through a combination of childhood predictors, the model correctly classified 82%2727 of 33) of the participants who eventually developed a psychosis-spectrum outcome in adulthood.
By AUROC analyses, the addition of complete blood count criteria and chest radiograph results to a combination of clinical predictors allowed for greater diagnostic accuracy.
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