Sentence examples for by resampling from the from inspiring English sources

The bootstrap is a statistical method for assessing the accuracy of an estimate by resampling from the empirical distribution.

One possibility would be to use a resampling technique such as the bootstrap, which assesses the accuracy of an estimate by resampling from the empirical distribution of observations [12].

When the single observation is composed of numerous components, as a network is composed of nodes and links, we can use the parametric bootstrap to assemble bootstrap networks by resampling from the components.

By resampling from the posterior distributions for the parameters of the MSFR, we found that there is 0.56 probability that a predator pit exists when the density of alternative prey is low, but this probability is reduced to 0.06 at intermediate densities of alternative prey and to 0.04 at high densities.

Here diagonal elements are computed by averaging C-indices with the training and validation datasets independently generated by resampling from the same study.

Accordingly, the data outside the diagonal blocks are simulated by resampling from the data of the E0 Ren domain in the selected chromosome.

Of the initial sample of 37 obstetric units, five did not agree to participate and were replaced by resampling from within the same stratum, and one failed to establish data collection successfully.

By contrast, our simulated data is obtained by resampling from real genome scan data and is thus more realistic, preserving the allele frequencies and LD structure manifested by the original genome scan data.

A bootstrap 95% CI was calculated by randomly resampling from the observed responses to capture the uncertainty in the time spent, number of researchers and proportion of resubmissions.

In our MPED assessment of functional annotation localization above, we generated a null referent distribution by resampling points from the same chromosome as observed (i.e. preserving the chromosome structure of the data).

The data sets for pediatric and adult patients were reconstructed by resampling the values from the covariate data observed in the phase III study.