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This analysis will require complex multivariable models and mediation analyses estimated within a multilevel modelling framework to allow for independence in measures within individuals (over time) and within exercise specialist.
A multilevel modelling framework was adopted wherein measurement occasions were nested within individuals and individuals were nested within LSOA census areas.
Although a measure of socio-economic deprivation is assigned to each patient, within a multilevel modelling framework these scores impact (correctly) at the area-level, avoiding the problem of the ecological fallacy [ 7].
To allow for these correlations, the regressions were done in a multilevel modelling framework.
In summary, this study investigated the role of individual- and school-level variables with children's sedentary time within the multilevel modelling framework.
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We establish the SLICER conceptual framework built on multilevel modelling principles and the differentiation of basic semantic relations (such as specialisation, instantiation, specification and categorisation) that dynamically structure the model.
It is the flexibility of the modelling framework that makes it particularly useful for modelling EQ-5D values ([ 10]).
A two-level multilevel model (practices nested within PCTs) was estimated using MLwiN; a widely used multilevel modelling software package [ 10].
Further details of the multilevel modelling approach are provided in online supplementary material and introductory texts which explain the context of multilevel modelling are available.
Tables 2 and 3 summarise the multilevel modelling results for the two age groups.
"Modelling setup" details the modelling framework for the evolution of the underlying pairs or spread portfolio.
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CEO of Professional Science Editing for Scientists @ prosciediting.com