Sentence examples for bootstrap methods to compare from inspiring English sources

If one cannot completely prespecify a model, it may be best to apply backward elimination or lasso to a full model of prespecified covariates of interest, and use bootstrap methods to compare the stability and predictive accuracy of the full model with that of a reduced one (see next question for further details).

Therefore, we used bootstrap methods to compare the power of the t-test and MW test with allowance for ties for detecting a shift in location using three dimensions of the SF-36 (GH, RP and V) as outcomes [ 14, 19, 20].

Costs are compared between the three groups using bootstrap methods to account for the likely non-normal distribution of the data.

We use bootstrap methods to calculate cluster-robust standard errors (Efron 1979).

Mean adherence was compared between the intervention and control groups using the non-parametric percentile bootstrap method to derive the difference in means with a 95% confidence interval.

We adopted the bootstrap method to conduct regression analysis.

For this reason, we use the bootstrap method to quantify the uncertainty introduced by the ANN metamodel.

We used a bootstrap method to obtain confidence intervals [32].

We also used the bootstrap method to validate the reliability of the evolutionary tree branches with 1,000 bootstrap replications.

The results of conventional methods of analysis and bootstrap methods are compared in Section 3. Other issues, such as withdrawals and study sizes are discussed in Section 4. The final section (5) ends with a summary and conclusions.

In only a few cases have jackknife and bootstrap methods been directly compared in these contexts [12], [13].