Sentence examples for mixed model random from inspiring English sources

Statistical analysis used a Linear Mixed Model (random effects) univariate ANOVA to determine if the pupil light reflex components varied significantly with circadian time.

LLM; Linear mixed model (random coefficient model).

In the multilevel generalised linear mixed model, random variation among DAs was not significant, so the random intercept was dropped from the model.

A mixed model (random factor: Subject, fixed factor: Time, missing data: restricted maximum likelihood), that allows the inclusion of all six cases in the analysis, indicated a significant reduction of symptoms across time; F (2,5) = 15.45, p < 0.01.

Differences in the degree of methylation among categories of lesions were analyzed by linear mixed models (random effect model) accounting for the within subject correlations.

In generalized linear mixed models, random effects will be specified for the physician (to account for the nesting of patients within physician).

A well-known method to account for the nested structure of longitudinal data is multilevel modeling (or mixed modelling, random effects modelling, hierarchical linear modelling) as the structural model.

The effect of intervention on bothersomeness of pain, pain intensity, function, disability and global perceived effect will be determined using linear mixed models (random intercepts and fixed coefficients) which incorporate terms for treatment, time and the treatment by time interactions.

Next, separate linear mixed models (random-effects models) were run to measure the crude and adjusted effect of baseline diabetes on change in cognition from baseline to 6-year (F1) and to 12-year follow-up (F2).

We used mixed-model random-slope regression for longitudinal data to analyse radiographic damage progression over time.

The multivariate model is a mixed model with random intercepts and random slopes versus time [ 18].