Sentence examples for mixed model applied from inspiring English sources

The mixed model applied to the data incorporated fixed effects for known covariates (age, age2 and sex), and variant components were calculated for genetic and residual environmental effects.

The relationship of PcP infection to MsgC1 antibody levels was determined by the parameter estimate of dichotomized PcP infection in a linear mixed model, applied for modeling correlated loge MsgC1 antibody levels with left censoring.

Within this context, across-genes shrinkage of residual variances is a topic of main interest in microarray research [ 29, 30] which can be easily adapted to the hierarchical mixed model applied above.

The mixed model applied was: trait ~ mean + fixed effects + SNPi + animal + error, with animal and their 5-generation-ancestors and error fitted as random effects and dataset, breed, cohort and sex as fixed effects for all traits.

For the mixed model applied to gaussian responses, it is recommended [ 16] (i to consider first the more general model with all the relevant covariables, (ii) to specify a model for the covariance structure (i.e. to specify the random effects), and to estimate the parameters, and (iii) to try to reduce the fixed effect portion.

A hierarchical mixed model applying the DerSimonian & Laird method was used with the estimate of heterogeneity being taken from the inverse variance fixed-effect model [ 19].

Strengths of this study include the randomised design, blinding of the primary outcome assessors, sample size determined from power calculation achieved, appropriate statistical methods including intention-to-treat analysis and linear mixed models applied, moderate withdrawal and reporting according to CONSORT guidelines.

Table 2 summarizes the law of similarity for the mixed similarity model applied in this study.

A methodology to insert SEM within a mixed effects model applied to quantitative genetics has been described by [ 13], and since then applied by many researchers working with different species and phenotypic traits.

The method calculates the likelihood of a mixed Yule-coalescence model applied with a single threshold across the tree at every node.

The same mixed model was applied for analysis of the extremely discordant twins.