Sentence examples for mixed models based from inspiring English sources

Thus, in a second set of analyses we relied on Generalized Linear Mixed Models based on Poisson distributions and log link functions (GLMM), which allowed us to maximise the amount of data available by considering the contributions of individuals.

The comparison of early and delayed supplementation at six and 12 months' follow-up was carried out with linear mixed models based on all available repeated measurements.

Secondary analyses of TQ change over time will be performed in longitudinal linear mixed models based with a pre-specified model-building strategy.

We used an unstructured covariance structure in the linear mixed models based on the Akaike information criterion after comparing with an autoregressive covariance structure.

Behavioural interventions were mainly mixed models based on clinical practice guidelines: behavioural therapy, the motivational interview proposed by Miller and Rollnich, 39 and the transtheoretical model of change.

Variance components for weaning and yearling weights were also estimated using single-trait linear mixed models based only on phenotypic data.

An analysis of sensitivity will be performed using a mixed model based on constraint-based patterns of missing values without dependence on the future to assess the robustness of the main results of the Mixed Model Repeated Measures against the possible transgression of random default assumption.

To overcome this drawback, we consider an expanded finite population mixed model based on a larger set of random variables that span a higher dimensional space than those typically applied to such problems.

The Bayesian method implemented in MrBayes 3.0B4 [40] was used with a mixed model based on amino acid substitution and a Γ-law (four discrete categories plus a proportion of invariant sites) to account for among site rate variation.

We extended our analysis by constructing a Bayesian phylogenetic mixed model based on data from 145 prokaryotic genomes.

Lazarus et. al. [ 26] use a generalized linear mixed model based on four years of data from ambulatory health encounters.