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This scaling procedure differs from the one used for the international reports (Mullis et al. 2012a, b; Martin et al. 2012) as it preserves the correlational structure across the three subjects (multi dimensional model: for a detailed description of the scaling procedure and the use of plausible values, see Foy 2013).
The Data Query Tool helps investigators and researchers to search de-identified information within the warehouse/resource through a "point and click" interface, thus enabling only the selected data elements to be essentially copied into a data mart using a multi dimensional model from the warehouse's relational structure.
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First, we wished to identify putative predictors of autism and to test the uni- versus multi- dimensional models of the broader autism phenotype by analyzing data from a large, prospective cohort study – The Avon Longitudinal Study of Parents and Children ALSPACC).
Incorporating autocorrelated synaptic input or ion channel dynamics would lead to a multi-dimensional model.
A multi-dimensional model of quantum evolution by adaptive selection has been established for cancer biology.
Besides the global eigenvalues-based schemes, we also propose a tensor data-based multi-dimensional model order selection scheme.
In multi-dimensional model order selection schemes, forward-backward averaging is incorporated by replacing the data tensor in (11) by.
Secondly, a dedicated graphical user interface is introduced bringing the benefits of the multi-dimensional model to different stakeholders.
For scenarios with colored noise, we present our proposed multi-dimensional model order selection technique called closed-form PARAFAC-based model order selection (CFP-MOS) scheme [3, 5].
Multi-dimensional model order selection (MOS) techniques achieve an improved accuracy, reliability, and robustness, since they consider all dimensions jointly during the estimation of parameters.
In this section, the multi-dimensional model order selection schemes are proposed based on the global eigenvalues, the R-D subspace, or tensor-based data model.
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