Sentence examples for bootstrap method which does from inspiring English sources

The distributions of adapted TSS regions are still non-normal and many of sample sizes were small, so a bootstrap method, which does not assume any underlying distribution, was applied to evaluate CIL.

The basic bootstrap method, which did not adjust for confounders, was compared with two model-based approaches, which adjust for confounders by using regression models.

Standard errors were calculated through bootstrap methods, which do not treat weighting as implicitly fixed but as stochastic (37).

The advantage of bootstrapping is that it is a non- parametric method which does not presuppose any distribution and is based on studying the sample as if it were the population, through resampling [ 30].

We chose to do this with a nonparametric bootstrap method which involved creating pseudo elements by taking a random sample from all element alignment columns.

In addition to simulation, the statistical accuracy of the proposed copula-based estimator is examined by the bootstrap method which is introduced in Appendix Appendix 3: bootstrapping.

This proportion falls to 8%% in the case of the bootstrap method, which is more relevant for relatively short series.

To assess the necessity of this bootstrapping technique, the aforementioned results were compared to a control group which did not utilize bootstrapping.

The IMFs which do not meet any of the energy criteria, instantaneous frequency criteria, and bootstrap kurtosis-based criteria are removed.

Uncertainty of the incremental cost-effectiveness ratio was evaluated, based on the bootstrap method (in which bootstrap resampling was repeated 10 000 times).

Bootstrapping is a nonparametric method, which lets us compare estimated standard errors, confidence intervals, and hypothesis testing [18 23].  .