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The obtained confidence region is valid for finite numbers of data points when the distributions of the observations are unknown.
The main critical point with GLUE is that the obtained confidence bounds are dependent on some subjective choices (e.g., the cut-off value between behavioral and non-behavioral simulations; see the methods section), and therefore represent the empirical rather than the true distribution of model uncertainty.
As a result, directly obtained confidence intervals for repeated overlapping studies may be tighter than those yielded by conventional methods.
We obtained confidence limits of the parameters of the logistic regression and of q by a bootstrap procedure.
We implemented four different formulae to calculate HIV incidence using cBED assay testing (n = 11,755) and obtained confidence intervals (CIs) by directly calculating the central 95th percentile of incidence values.
Two studies obtained confidence intervals that included the null value of the OR and the other three studies' confidence intervals all exceed the null value, suggesting a possible effect.
Similar(43)
We discuss an application to obtain confidence intervals for the Winsorized mean of a RSS.
As a strategy to obtain each result, 30 simulations were executed obtaining confidence of at least 95%% to an interval of confidence less than 1%% of measurement value.
Using standard statistical theory for the counting process approach to the Cox model [14, 19], we may also obtain confidence intervals for each coefficient.
On this basis, Maravall (1987) suggested a (Gaussian) parametric bootstrap procedure to obtain confidence intervals for the empirical autocovariances of a single smoothed innovation.
This paper demonstrates the use of the k-fold cross validation technique to obtain confidence bound on an Artificial Neural Network's (ANN) accuracy statistic from a finite sample set.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com