Sentence examples for levels in the random from inspiring English sources

To our knowledge, DHGLM has only been applied on data with relatively few levels in the random effects (less than 100), whereas models in animal breeding applications usually have a large (>>100) number of levels in the random effects.

The situation is most severe for animal models, where the number of levels in the random genetic effect can be greater than the number of observations, and the number of observations often exceeds 10.

Remarkably, the cooperation level in the random versions of the two networks is very similar, and close to those reported in [27] for the configuration (random) model, although it must be kept in mind that the dynamics is different in the latter case; interestingly, this does not seem to induce large differences in behavior in this respect.

Tau expression levels in the targeted insertion lines was approximately half of the level in the random insertion lines 1 and 2 and considerably lower than the highly degenerate line 3 (Fig. 2B).

Additionally, symptoms of breathlessness, irritability/drowsiness, and increased/purulent sputum were significant at the P<0.1 level in the random control model, and symptoms of irritability/drowsiness were significant at the P<0.1 level in the age matched control model (supplementary table A).

Models fitting separate intercepts but common slopes for populations showed a superior fit, indicating that the effect of temperature on weight was not significantly different between populations, whereas length and weight reached different levels in the populations (random intercepts, Table  1).

Accounting for country-level heterogeneity in the random-slope models did not change the key results qualitatively but increased the magnitude of the estimated associations of daily tobacco use with household expenditures on education and healthcare.

To determine the relation between gene expression data and triglyceride levels in the liver tissue, Random Forests regression was used through randomForest package of R statistical computing environment [48], [49], [76], [84].

With uniform VEGF levels in the grid, entirely random tip cell motion limits the planar-XY growth perpendicular from the initial vessels, while also limiting the total length of capillary growth.

The comparison of RNASeq- based expression levels in the brain between random regions of the genome, UCEs, p300-bound regions likely to encode enhancers, brain enhancers tested in vivo, and coding exons has been performed using a Z test with 10,000 random sampling.

Using these two datasets, we were able to compare RNASeq- based expression levels in the brain between random regions of the genome, UCEs, p300-bound region likely to encode enhancers, brain enhancers tested in vivo, and coding exons using a Z-score test (see Figure 5).