Sentence examples for based on bootstrap re-sampling from inspiring English sources

Our model selection procedures based on bootstrap re-sampling and repeated random split techniques can be used to assess the strength of evidence that a variable is truly an independent and reproducible predictor.

To assess the robustness of interaction models, we used two different strategies: an internal validation procedure based on bootstrap re-sampling methods [ 52] and a correction for multiple testing using the FDR principle [ 53].

Differences in costs between the intervention group and the control group will presented based on the trial data, and 95% confidence intervals will computed based on bootstrap re-sampling with 5000 replications of the trial data.

However, the bootstrap threshold algorithm differs from the empirical permutation threshold algorithm as the former generates a new data set based on a bootstrap re-sampling of the centered residual effects.

Rosetta (Schaap et al., 2001, denoted as Rosetta1) is one of many PTFs and is based on artificial neural network (ANN) analysis coupled with the bootstrap re-sampling method which allows the estimation of van Genuchten water retention parameters (van Genuchten, 1980, abbreviated here as VG), saturated hydraulic conductivity (Ks), and their uncertainties.

The uncertainty was also evaluated, based on a bootstrap method (Efron and Tibshirani, 1994), repeating bootstrap re-sampling 10 000 times.

Tree topology was evaluated by the bootstrap re-sampling method of Felsenstein [ 38] based on 1000 replication.

The variables selected at the Univariate stage were adjusted for cluster effect by Bootstrap method which is based on estimation through re-sampling with replacement from the original sample to obtain adjusted p-value and 95% Bias corrected Confidence Interval (CI).

Finally, the possible influence of sample bias and multicollinearity on the results was investigated using a bootstrap re-sampling procedure.

The confidence intervals were constructed using a bootstrap re-sampling technique and the information on total number of individuals tested per rayon.

Validation using bootstrap re-sampling would estimate the likely performance of the model on a new sample of patients from a same clinical setting.