Sentence examples for model association from inspiring English sources

Association tests were carried out using R following the Efficient Mixed Model Association method [ 34] with kinship matrix estimated using 20 SSR markers scattered along the 19 grape linkage groups [ 52].

Fig. 5 Heatmap of metabolites significantly associated with high endurance from the linear model association analysis (y-axis).

The color code denotes z-scaled values of metabolites after correction of confounders Fig. 6 Heatmap of metabolites significantly associated with high power from the linear model association analysis (y-axis).

We next performed the same linear mixed model association analyses genome wide to identify candidate genes associated with natural variation in olfactory behavior.

In a mixed model, association analysis of individual SNPs, SNP1 and SNP3 were both significantly associated with several weight traits (P < 0.05).

To overcome this problem, we develop a computationally efficient logistic mixed model approach for genome-wide analysis of binary traits, the generalized linear mixed model association test (GMMAT).

In GAPIT, GWAS was investigated by the compressed mixed linear model (CMLM) approach with "EMMAx" (Efficient Mixed Model Association-eXpedited) [ 64], and P values were adjusted at 5% FDR to determine significant associations [ 64].

Using single-marker, mixed-model association analysis four of the SNP were found to be associated with one or more of the traits tested in a significantly additive manner.

Efficient mixed-model association expedited model.

A principal component analysis (PCA) was performed the efficient mixed-model association (EMMA) method in the Genome Association and Prediction Integrated Tool (GAPIT) R package (Lipka et al. 2012) to examine the population structure.

Marker-trait associations were tested by the efficient mixed-model association algorithm (EMMA).