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In previous studies with adolescents, changes in early emergence of depression and smoking behaviours are described, although model variation and inconsistent findings make the evidence unclear.
This may be a consequence with the extra parameters required to model variation, and the consequent loss of predictive power of such models.
Parameter uncertainties have been explored extensively for ODE models, which typically have a very large number of parameters, resulting in a great deal of model variation and parameter uncertainty [ 10- 13].
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The probabilistic visual tracking methods using color histograms have been proven to be robust to target model variations and background illumination changes as shown by the recent research.
The database keeps track of available gene model variations and alternative splicing variants.
Our method allows quick and convenient storage of a wide range of model variations and enables a thorough explanation of these variations.
An individual patient random-effect meta-analysis will be conducted to determine the overall effect of text messaging on adherence, with 'study' as a random effect, to model variation across studies and to account for clustering within a study.
The Systematic Grid and Model Variation technique is used to provide estimates of the modeling and numerical error contributions.
This is consistent with the model verification linear regression analysis for empirical attrition data in Fig. 4. Figures 7, 8 and 9 illustrate differences in correlation across organizational and model variation types.
Results suggested that error, bias and model variation have a large impact on the direct interpretation of coefficients.
In each test, we used the 'Gaussian' family to model variation in expression ratios and 'independence' as the correlation structure.
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