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Since the relationships between modelled variables (eg, the effect of disease activity and Total Sharp Score on HAQ, and the estimation of resource use as a function of HAQ) are independent of treatment effect, data from all Study DE032 patients were used in the quantification of these relationships.
Therefore, to allow flexibility in the effect of the modelled-PCM concentrations to vary across space, Models 8 and 9 contain an interaction term between the log modelled variable and the easting and northing coordinates of the location of the automatic monitors and diffusion tubes, given as log modelled:easting and log modelled:northing.
The methodology presented enables the correction of bias and spread in the distributions of modelled variables with respect to the observational distributions.
In order to evaluate the ANN output error, the coefficient of determination (R) was used, which describes the extent of variance in the modelled variables.
The modelled variables were used for a classification of fuel types compatible with the continuous data.
Furthermore, appropriating the same transfer constants (amRNA, bprot) for all modelled variables is a simplification of the model which was done in an attempt to reduce the size of the parameter vector and hence the dimensionality of the parameter space that needs to be sampled.
We found that the strength of the contextual effect on mental health for all the modelled variables was significantly stronger in people who were economically inactive from permanent sickness or disability.
Subjects with missing data for the modelled variables (N = 49) were excluded, yielding a study population of 4,259 individuals.
As many of these modelled variables have state-based equivalents, the present study evaluated the generalisability of this model to predict associations between state body dissatisfaction and instances of disordered eating.
MCA searches for principal components, which are new quantitative modelled variables, constructed as linear functions of the initial variables.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com