Sentence examples for bootstrap approximations for the from inspiring English sources

Asymptotic, permutation and bootstrap approximations for the statistic distribution are developed.

The percentile-t bootstrap p-values differ from ordinary percentile p-values in that they are based on bootstrap approximations of the distribution of the studentized estimator rather than the distribution of the original estimator.

For an independent sample, Cao [8] investigated the bootstrap approximations in a nonparametric density estimator and obtained Berry-Esséen bounds for the kernel density estimation.

In particular, a bootstrap approximation method is proposed to determine the critical values for the null distribution of the test statistic containing unknown tail index.

Table 3 gives the asymptotic approximations for the control equilibrium.

The advantage of the bootstrap approximation is explained.

The standard deviation of the resulting bootstrap distribution is an approximation for the standard error of N −.

Finally, we reconstructed the maximum likelihood phylogenetic tree and assessed clade supports using the IQ-TREE ultrafast bootstrap approximation (Minh et al. 2013).

A maximum-likelihood phylogenetic tree was then constructed with the IQ-TREE server by an ultrafast bootstrap approximation approach with 10,000 replicates (44, 45).

The quality of approximation for the CRSA classifier is 0.9244.

This gives a poor approximation for the total error.