Sentence examples for bootstrap methods can be from inspiring English sources
Our results clearly show that the Monte Carlo and bootstrap methods can be used to estimate the parameter uncertainties using spreadsheet methods.
Both Monte Carlo and bootstrap methods can be applied in Excel spreadsheets to resample a large number of measurements for dependent variable from which different values of parameters can be obtained.
There was little difference in the accuracy of variable selection between the SLB and URF forests, suggesting that both bootstrap methods can be equally used for variable selection.
It has been demonstrated that bootstrap methods can be used to assess the strength of evidence that an identified variable truly is an important predictor.
This is distinct from replication analysis in which cross-validation, jack-knife and bootstrap methods can be used to examine replicability when only one sample is available.
Further, with little modification, the Monte Carlo method or bootstrap method can be used in Microsoft Excel to estimate the uncertainty of hydrologic or environmental predictions with single or multiple input parameters under different degrees of uncertainty.
The bootstrap method can be used to provide an estimate of the probability distribution of the cost-effectiveness ratio, its confidence interval, or variance in the ratio.
Parametric bootstrap or permutation methods can be used to find the p value of MAX3 [ 4].
The bootstrap resampling method can be used to estimate confidence intervals for AUC [ 51, 53].
Bootstrap methods can also be used for hypothesis testing.
