Sentence examples for mixed models the from inspiring English sources

Halekoh, U. & Højsgaard, S. A Kenward Roger approximation and parametric bootstrap methods for tests in linear mixed models – the R package pbkrtest.

Approaching the results with linear mixed models, the effect of complexity gained substantial strength, whereas the other factors received at least partial significant support.

In nonlinear mixed models, the maximum likelihood estimator of the regression coefficients is typically a function of the distribution of random effects, and so the misspecified choice of the distribution of random effects can cause bias in the estimator.

Even in the case when such estimators arise from the assumption of relatively simple models for the variable of interest, as linear mixed models, the analytic form of the MSE is not suitable to be calculated explicitly.

From partial plant representations like those employed in classic model-based adaptive controllers to more encompassing plant+controller mixed models, the internal model principle is pushing software-intensive control systems designs to a scale that would match the complexity of modern models of human self-awareness and consciousness.

RESULTS: From linear mixed models, the effect of GMC on HbA1c differed by baseline insulin regimen versus UC (P = 0.05); there was no differential effect on self-efficacy (P = 0.29).

However, in fitting the mixed model the maximum likelihood estimate of the component of variance attributable to kinship was zero.

A general linear mixed model (the procedure MIXED of the SAS) was used to analyse net photosynthesis at the end of the experiment.

In such a mixed model, the within-subject correlation is taken into account.

As a mixed model, the animal model can include both fixed and random effects (Bolker et al. 2009).

For the overall mixed model, the Time × Condition interaction was significant, F 4, 53) = 2.60, p =.047 (see Fig. 2).