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95% confidence intervals of uncertainty in reconstructed diffusion tensor eigenvectors ( E→1, E→2, E→3), mean diffusivity (MD), fractional anisotropy (FA), and tensor Mode were measured using a bootstrapping approach.
The fuzzy boundary design is based on the identification of fuzzy class boundaries by a group of PPR models, which are developed from subsets of an initial training data set using a bootstrapping approach.
We found identical results using a bootstrapping approach (data not shown).
Enrichment was calculated by using a bootstrapping approach (see Materials and Methods).
Because of the inherent instability of the method, we conducted an internal validation using a bootstrapping approach.
The program MARK tests the mark-recapture data for overdispersion (individuals with large gaps in their capture history) using a bootstrapping approach.
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Field-significance was tested using a bootstrap approach.
Hosseinzadeh et al. (2016) identified the importance of a balance of efficiency gains and losses for 33 Australian mining firms by using a bootstrap approach.
The idea of using a bootstrap approach to simulate on environmental data to financial outcomes, including the repayment time and CFaR metrics chosen here, is generally applicable.
The idea is to extend the EM algorithm using a bootstrap approach but also allowing for the incorporation of priors on model parameters.
As earlier, this result was confirmed using a bootstrap approach (P = 0.0073 and P = 0.0039, respectively).
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