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Pairwise or network meta-analysis may be carried out with multivariate models that account for the dependence between treatment estimates and quantify the correlation across studies.
(1999) noted that if the IRT model cannot account for the dependence between item-pair properly, then the precision of proficiency estimates will be overestimated and showed that accounting for the dependence using, for example, the testlet model would not lead to overestimation of the precision of proficiency estimates.
'Cluster' option was introduced in the model to control for the dependence between students from the same class and school.
Efficacy measures will be analysed using a mixed modelling approach to account for the dependence between measurements taken over time from the same patient.
ORs were estimated via a two-level mixed logistic regression with a random intercept that accounts for the dependence between repeated observations for each respondent.
Robust standard errors will be used to account for the dependence between observations from the same individual as well as the model misspecification (carriage status is binary and therefore does not follow a Poisson distribution).
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A proof load design is useful for estimation of the dependence between two strength properties of a unit when either property can only be measured by loading to failure.
For the analysis of the dependence between two parameters, the Pearson correlation was used.
As well, we developed a statistical measure of significance of the dependence between these two signals for each subject by the generation and analysis of surrogate data sets.
It is shown [ 2- 4] that correlation r is only a limited description of the dependence between random variables except for the multivariate normal distribution where the correlation fully describes the dependence structure.
Correlation matrix is used for determining the dependence between multiple variables at the same time.
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