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While the complex regression models are well suited for modelling variation in utilization associated with risk factors, they cannot be easily interpreted.
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Here, we revisit this assumption and investigate whether modelling variations in neuronal latency improves predictive validity, under the assumption of an invariant peripheral response.
Finally, crucially, it is also capable of modeling variation in production.
Analysis was also completed to model variation in average monthly headache days using the longitudinal negative binomial mixed effect models.
Table 2 Linear mixed effect models used to model variation in canopy structure attributes as a function of climate and disturbance predictors.
- cumulative modeled variation in Y. Figure 4 VIP values for the exploratory PLS model for all sites (a), the G1 sites(b) and the G2 sites (c).
In addition, a continuous measure of headache days per month was retained to model variation in headache days within- and between-persons.
This analysis did not explicitly model variation in prison context or adjust for the clustering of individuals into prison, but the models are representative of the overall state prison population of men.
Because repeated measures were obtained from the same individual, we used a linear mixed procedure to model variation in redox parameters with cytokine levels controlling for time of day, BMI, age, and gender.
In each test, we used the 'Gaussian' family to model variation in expression ratios and 'independence' as the correlation structure.
Then, we modelled variation in number of embryos using "hurdle" models [ 60] to account for an excess of zero counts (n = 1629).
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