Sentence examples for improve power in from inspiring English sources

Semi-supervised methods combine these two approaches, leveraging patterns in unlabelled data to improve power in the prediction of labels.

In particular, slow BR rate has been proposed as an endophenotype for bipolar disorder (BD) to improve power in large-scale genome-wide association studies.

In the framework of LCA, RIL can be used to greatly improve power in estimating non-additive genetic effects.

Imputed genotypes, generated with these methods, have been used, successfully, to improve power in association analyses [5], [14], [15], [16], [17], [18], [19], to facilitate meta-analyses, and to replicate significant findings in follow-up studies [6].

Both strategies, selecting the most likely genotype and selecting the posterior distribution of all possible genotypes, have demonstrated the capacity to improve power in follow-up association analysis [5], [6], [16].

This has been shown to improve power in other methods [ 11].

Modelling sample and observational level variability improves power in RNA-seq analyses.

Earle, S. G. et al. Identifying lineage effects when controlling for population structure improves power in bacterial association studies.

Two new studies evaluate the extent to which widely used SNP platforms capture common variation in different populations, and they present strategies for improving power in whole-genome association studies using fixed marker sets.

In particular, the main contribution of this article is improving power in two ways: the statistical test used, showing that the non-standard likelihood ratio (LR) test in this setting can yield substantially more associations, and several exact algebraic reformulations that yield dramatic improvements in runtime for certain classes of set tests, enabling far larger datasets to be analyzed.

Motivated by these observations, we propose a hybrid statistic that draws on both of these procedures so that the resulting test statistic has improved power in all situations; that is, the proposed statistic is more likely to detect a dose-related trend, if it exists, than is the poly-3 survival-adjusted CA trend test.