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We then present results from the extensive simulation study that assessed the statistical performance of the various gene set methods.
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A meta-analysis was performed to assess the statistical performance of the CDRs and their variables for the diagnosis of GAS pharyngitis.
Some attention has been given to developing mathematical principles for assessing the statistical performance of task-based exposure modelling [ 34, 67], but no studies have so-far, to our knowledge, addressed if task-based assessment can, indeed, be cost-efficient as compared to direct measurement of job exposures, and if so, on which conditions.
They have also discussed a permutation test procedure to assess the statistical significance of classification performance for a given dataset size.
The statistical performance of each model was assessed using logistic regression [ 9].
For the stochastic stimulus, we use a single realization so that the stimulus is identical in all repetitions and the statistical performance of the estimators can be assessed.
The statistical performance of the prediction model was assessed by discrimination and calibration.
The statistical performance of the nomogram proposed by Chun et al. was assessed in our entire cohort.
In order to assess the statistical significance of the differences in performance across all scenarios, two Holm tests were conducted using first the median values of RMSE and then the median values of RMSEm.
We also conduct pairwise t-test at 0.05 significance level to assess the statistical significance of the differences in performance of GM-SMCC and the other test algorithms using 3% of labeled data.
Sensitivity and specificity are one of the performance measures for assessing the statistical significance of AEP's predictions.
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