Sentence examples for by borrowing strength from from inspiring English sources

One reason for choosing a haplotype-level analysis, rather than a genotype-level one, is that in the presence of occasional genotyping failures the missing allele calls can be imputed by "borrowing strength" from information about the neighbouring loci, so as to exploit linkage disequilibrium over the studied DNA region.

They "smooth" or improve estimation of an unstable rate by "borrowing" strength from its neighbours [ 4].

Quantile-based smoothing methods can improve efficiency by borrowing strength from similarities in data sets, but assuming such similarities could also lead to biases (Dominici and Zeger, 2005).

The popularity of this approach is due to the fact that it optimizes the information available by borrowing strength from the whole sample to provide precise estimation of the parameters, including covariate effects [ 10- 12].

The Rushton circle [ 27] and the hierarchical Bayesian model [ 26] are efficient tools to correct the instability of the estimated rate for small probability events by borrowing strength from neighbors.

This is based on empirical Bayes analysis, where the power of the tests is improved by replacing gene-specific variance estimates with estimates found by borrowing strength from data on the remaining genes.

We may need to appropriately integrate multiple information sources to repress the noise in existing PPI datasets by borrowing strengths from each other.

Small-area estimation reduces the variance of estimators by "borrowing strength" across subsets.

The approach uses related meta-analyses to improve estimation by borrowing strength on the degree of bias.

By borrowing strength across the gene set, there is potential for increased statistical power.

The random-walk prior on seroconversion probability, by "borrowing strength" across time, effectively allows for autocorrelation in seroconversion prevalence across successive years.