Sentence examples for method of bootstrapping from inspiring English sources

We used the method of bootstrapping (sample = 200) to generate t-statistics to test the significance levels of standardized path estimates.

This method allows the measuring of the indirect effect that represents the impact of the mediator variable on the stipulated relation by a method of bootstrapping (10000) with confidence intervals.

The Support Tree method of bootstrapping implemented in TMEV was used to test the reliability of the clustering patterns (1,000 bootstrap resamplings).

The Support Tree method of bootstrapping implemented in TMEV was used to test the reliability of the clustering patterns (500 bootstrap re-samplings).

When estimating the time-course GRN from the apoptosis time course microaray data, a method of bootstrapping was applied to the data.

43 The method of bootstrapping could not be implemented while accounting for complex survey design in Stata by first-order Taylor linearisation; however, comparison of unweighted means with and without bootstrapping revealed very small differences.

This paper introduces a method of bootstrap wavelet estimation in a nonparametric regression model with weakly dependent processes for both fixed and random designs.

The algorithm uses the statistical method of bootstrap resampling and allows the three principal stresses (σ1 = maximum, σ2 = intermediate, σ3 = minimum) to be determined as well as a relative stress magnitude.

We emphasize that, with appropriate modifications, our method of bootstrap resampling accompanied by significance clustering is general and works for any type of network and any clustering algorithm (see Materials and Methods for a detailed description of the method).

The generality of the improved formulas is verified via the statistical methods of bootstrapping and cross-validation.

For this reason, Sauerbrei and Schumacher [ 14] proposed the use of bootstrapping methods in combination with automatic backward selection.