Sentence examples for method shrinks the from inspiring English sources

The soft-thresholding method shrinks the IMF samples towards zero as follows: (5).

Actually, the least core method shrinks the core space simultaneously from each side of boundary until a single point (imputation) is achieved.

Thus, the BER method shrinks the EBV too much towards the mean.

This method shrinks the estimate toward the overall mean, considers the strength of the information about a hospital's true rate relative to the variation across hospitals, and allows estimates from hospitals with small sample sizes[ 14].

Note that our method shrink the regression coefficient matrix B based on the predefined groups of SNPs and traits.

Moreover, this method also shrinks the nonzero coefficients, that is, the estimated effects of the selected SNPs.

Given that carotenoid traits are likely largely explained by a small number of moderate- to large-effect loci (Wong et al. 2004; Chander et al. 2008; Kandianis et al. 2013), we hypothesized that a variable selection method that shrinks the variance explained by noncontributing markers to near or equal to zero, such as LASSO or elastic net analysis, would show higher predictive ability.

The performance of each candidate method is shown in Figure 3. DMRcate's performance is comparable to comb-p's for its default option; however, this is improved by increasing the C parameter (see Methods), which shrinks the kernel size.

An extreme case is observed in Figure 2d in which all the methods shrink to the same result when searching with 20-ppm mass accuracy window.

In the Supplementary Material, we use multiple proteomic and metabolomic datasets to compare the results obtained from the PPLR method with the eBayes approach, a modification of the classical t-statistic using an empirical Bayes method to shrink the estimated sample variances towards a pooled estimate, providing a more stable inference for small numbers of samples (Smyth, 2004).

P-values for each method were calculated by the moderated F-statistic which stabilizes the gene-specific variance using an empirical Bayes method to shrink the probe-wise sample variances toward a common value and to augment the degrees of freedom for the individual variances [ 35].