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Correlations based on these parameter changes could have future applications in evaluating various char samples and estimating the heat treatment temperatures employed during their manufacture.
Internal validation of the model was performed by bootstrapping 1000 samples and estimating the AUROC and 95% CI.
Indeed, most of the IsoDE time is spent generating bootstrap samples and estimating expression levels for each of them using the IsoEM algorithm, with bootstrap support computation typically taking a fraction of a minute.
These CI were formed by applying the final model to a large number (we chose 200) of bootstrapped samples, and estimating the range within which the proportions fell 95% of the time.
This figure is a little smaller than that derived empirically from ranking 111 assay samples and estimating the mean and standard deviation for the 35 samples that were extremely unlikely to be from a class other than that with an expected ratio of 1/3, the most easily distinguished class.
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Table 1: Distribtion of CNVs across samples and estimated ancestry.
At the matched filter output, the receiver observes N=10,000 samples and estimates the probability density using Fourier inversion method.
Nurses visually inspected expectorated sputum samples and estimated the volume using standards of known volume.
Per nested case control sample we drew 1000 bootstrap samples and estimated the PPV in each bootstrap sample.
Concentrations of the hormones in these samples and estimated removal efficiencies are similar to those previously reported.
The error term was derived from the duplicate RNA samples and estimated the combination of run-to-run and within-run variance.
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