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Generally, it is very difficult to derive optimal or at least efficient designs for linear models with correlated observations, and for some correlation structure, an exact D-optimal design does not exist.
The results show that the sensitivity indices derived by the general FAST are in good agreement with the sensitivity indices derived by the correlation ratio method, which is a non-parametric method for models with correlated parameters.
Details of the proposed SMC method for inference of latent ARMA models with correlated innovations follows.
Validating models with correlated multivariate outputs involves the comparison of multiple stochastic quantities.
The generalized estimating equations (GEE) approach is introduced to the logistic regression models with correlated binary data.
The proposed metrics have many favorable properties that are well suited for validation assessment of models with correlated responses.
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We also discuss a model with correlated interferences.
Model II in an RPL model with correlated parameters and interactions with SDC variables.
Figure 7 Building blocks of the dual-satellite channel model with correlated state sequences.
In Section 2, the POBDS signal model with correlated observation noise is introduced.
The CFA revealed that a one-factor model with correlated residuals was the more parsimonious model.
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