Sentence examples for levels of the random from inspiring English sources

However, in most cases it is not possible to estimate all relevant sources of uncertainty from monitoring data from a single ecosystem, and those uncertainty components that can be quantified will not be well determined due to the lack of replication at different levels of the random variations (e.g. number of stations, number of years, and number of people).

The SAS MIXED procedure was not used because the PROC MIXED approach is inappropriate when the number of levels of the random factors in the model is relatively few (Littell et al. 2006).

By including the interaction of Genotype and the (uncentered) indicator variable IndRef in a mixed model, the GMO and its counterpart are not considered as levels of the random factor.

The fixed effect estimates for the predictor variables were expressed on the same scale as the mini-CEX scores and interpreted as absolute changes conditional on same levels of the random effects.

So specified, the magnitude of the heteroskedasticity across levels of the random effect factor v diminishes (i.e., σ v 2 → 0 ) with larger values of α v (i.e., α v → ∞ ) (Kizilkaya and Tempelman 2005).

Table 1 presents a summary of the posterior inference on the hyperparameter α ν defining the degree of heterogeneity of residual variance across levels of the random effect factor for 10 MC replicates under each of the simulation scenarios fitted with the heteroskedastic WGP models.

This introduces two levels of randomization: The random order of the whole plots, and the random assignment of the treatments within the whole plots.

All optimal assignment methods have a comparable chemotype retrieval until ≈ 50% of the chemotypes are retrieved, which is consistent with the results of the Tables 2, 3, 4, 5. From that point on, the retrieval of the OAK, OAKFLEX, and OAAP stagnates and their chemotype enrichment is reduced to the level of the random performance.

The program computes a point estimate and its standard error for each level of the random effect.

About half of the ASEs are represented at less than the overrepresentation level of 0.110%0% expression level of the random expectation) in these tissues [ 43].

At the second level of the random effects analysis, we split the subjects into two groups; left TLE and right TLE.