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(ii) Classical criterion methods.
Economic criterion methods are used, and can be divided into two categories: static and dynamic.
It is not always feasible to use criterion methods (i.e. indirect calorimetry, observation, doubly labelled water) to measure free-living PA/EE, as these techniques require expensive/sophisticated equipment or are impractical for use outside of the laboratory.
Therefore different model orders may be obtained for different voxels, as calculated by information criterion methods.
A number of studies (Table 4) comparing the estimates of body composition by DXA with those by multi-component criterion methods have also reported inconsistent results.
Validity of the Actigraph in children has been demonstrated repeatedly against criterion methods of energy expenditure and direct observation [ 24, 26].
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TRUS was considered as the criterion standard method of comparison.
differences between criterion method and Actical EE (±9 – 25%) SWA on right upper arm Sig.
Subsequently, one can obtain a compromise solution [Named Best point (BP)] with applying global criterion method (Eqs. 3, 4, 5).
There are other methods that can be used to find optimal number of clusters in the data, e.g. the Silhouettes criterion method Rousseeuw (1987), Davies-Bouldin's criterion method Davies and Bouldin (1979) and Calinski-Harabasz criterion method Caliński and Harabasz (1974).
Meanwhile the quadratic programming method is used to evaluate the Lagrange multipliers in the modified optimality criterion method.
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