Sentence examples for borrowing information from the from inspiring English sources

This has the effect of borrowing information from the ensemble of genes to make the inference about each individual gene more robust.

SCM, like the other Bayesian techniques, models the "vicinity effect" borrowing information from the counts in the neighbored areas, smoothing the estimated variance.

This test is similar to an ANOVA method for each probe except that the residual standard errors are moderated across genes, borrowing information from the ensemble of genes to ensure more stable inference for each gene.

Although the superiority of ME over SE in CV2 can be explained by borrowing information from the same lines across environments (Burgueño et al. 2012), gains in CV1 may likely attribute to more accurate estimates of environment-specific marker effects by utilizing genetic correlation.

The dose range for CsA was not large enough to directly estimate an EC50, but a dose response relationship could nevertheless be reconstructed by meta-analysis in a Bayesian framework, borrowing information from the full dose response observed in the more sensitive 3 T3 and HepaRG cells.

With the hierarchical model assumption, each center borrows information from the corresponding data of other centers [ 16].

This procedure effectively borrows information from the ensemble of probes to aid with inference about each individual probe (43).

This is easy to understand because BPCAfill borrows information from the correlated scores of different algorithm while column-average imputation does not use such information.

The superior performance of BPCAfill compared to the row-average can be explained by the nonlinear correlation between the scores of different algorithms and the fact that BPCAfill also borrows information from the correlation between NSs while row-average imputation does not.

We exploit the idea of borrowing information from all the samples to make a reliable statistical inference on a particular sample.

In those cases, instead of borrowing information from genes in the same operon, we can borrow information from gene neighbors on the chromosome.