Sentence examples for based on correlation analyses from inspiring English sources

Because these three mutations affect components of the insulin/IGF-1 signaling (IIS) pathway, no conclusions based on correlation analyses alone will necessarily apply outside that pathway.

The relationship between the color retention and each of gene families identified were evaluated based on correlation analyses, using phylogenetically independent contrasts [ 49].

In the present study, a hypothesis-free approach based on correlation analyses was applied to discover genes that are highly associated with the main aroma-contributing compounds of peach fruit.

Based on correlation and cluster analyses of AF gene cluster duplicates across five Aspergillus species, we inferred seven gene modules: aflA/aflB, aflR/aflS, aflX/aflY, aflF/aflE, aflT/aflQ, aflC/aflW, and aflG/aflL.

We also analyzed the possible effect of lethality on the percentage of FDA specific drug approvals and showed that there is no significant effect based on correlation and linear regression analyses (Table 3 and Figure S7).

Biological systems analyses based on correlation structures are predicted to contain multiple erroneous correlations when using extant classical inbred lines because of the preexisting genomic correlations.

Next, we tested whether other data-driven analyses based on correlation patterns between individual data points (i.e., nodes) could reveal such organization.

Another problem with typal analyses based on correlation matrices (like factor analysis) is that they take into consideration only first-order interactions of the variables.

Analyses based on correlation coefficients or Fisher's Z are also possible, though only if the data are provided as comparative input, e.g. the association measures itself with their standard error.

As it is unlikely that this gene can be identified by candidate gene approaches based solely on sequence similarity to the genes reported in the bibliography, these results emphasize the advantage of using non-targeted analyses based on correlation rather than more targeted gene approaches based solely on homology with genes previously described as being associated with a given process.

We report quality effects meta-analyses based on correlation and standardized regression coefficients as estimates of effect size.