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Average values, taken over 1000 simulation runs, together with the 95% confidence interval, obtained through the Student's distribution, are reported.
For example, the p-value is often erroneously regarded as the probability that the null hypothesis is true, and the 95% confidence interval obtained is wrongly assumed to contain the true parameter with a 95% chance.
Early in the epidemic, the ultimately realized cCFR is within the confidence interval obtained by our method.
Half-lives were calculated from the estimated decay rate and the boundaries at 95% confidence interval obtained from the mixed-effects model [31].
More interestingly, in 6 COG classes (S, O, K, P, H, C) the percentage of predicted CP is significantly different (p<0.005) from the corresponding 95% confidence interval obtained after shuffling (Fig. 6).
The confidence interval obtained using Bayesian probabilistic framework, is often referred to as credible interval or Bayesian confidence interval which requires one to incorporate problem-specific contextual information from the prior distribution.
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The short red lines in the left panel indicate 95% confidence intervals obtained from bootstrap tests (10,000 samples).
Furthermore, we developed an efficient algorithm to determine accurate flux confidence intervals and demonstrated that confidence intervals obtained with this method closely approximate true flux uncertainty.
The uncertainty analysis results showed that confidence intervals obtained for parameters were reasonable, although some of them were found significantly correlated.
The confidence intervals obtained for the test datasets illustrate these differences, but no systematic comparison of the confidence intervals obtained with the different tools was made.
Inference is based on confidence intervals obtained from 2000 bootstrap iterations.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com