Sentence examples for mixed modelling approach from inspiring English sources

In most cases, a nonlinear mixed modelling approach was used with models fitted using the NLMIXED procedure in Version 9.3 of the SAS software (SAS Institute Inc. 2011).

A generalised linear mixed modelling approach was adopted.

We estimated heritability of HSP70 expression using a linear mixed modelling approach in different ontogenetic stages.

The mechanical description of the different components, the pipe and the soil, is made within the framework of the so-called "mixed modelling approach" previously used for dealing with reinforced soil structures.

Because the data had a hierarchical structure (i.e. growth rings within discs, within trees, within stands), a mixed modelling approach was adopted similar to that used in other studies that have developed ring level wood properties models (e.g. Auty et al. 2013; Jordan et al. 2005; Moore et al. 2014).

We used a generalized linear mixed modelling approach using SAS GLIMMIX procedure, and we specified a Poisson error distribution for lice on individual fish within a capture event.

We used multilevel (i.e. mixed) modelling approaches to account for the nested structure of our dataset (trees grouped within plots).

Because the data had a hierarchical structure (i.e. growth rings within discs, within trees, within stands), a mixed-modelling approach was adopted to ensure that appropriate estimates of parameter standard errors were obtained and tests of parameter significance were valid (Pinheiro and Bates [2000]).

To estimate the model parameters, population analysis was performed using the non-linear mixed effects modelling approach as commonly done, where data from all patients are analysed simultaneously (described in the Supplementary Material 4; Sheiner, 1984).

Applying a mixed effects modelling approach in toxicokinetics offers many advantages over the current approach of having satellite groups.

The mixed effects modelling approach described here demonstrates a useful method for characterising variation in ρg allowing more accurate estimates of MOE to be made using acoustic methods.