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The background error covariance matrix is specified using ocean model data and the analysis uses correlation length scales of 10 km and 100 km.
Here, the distribution of a random matrix is specified via a joint distribution of random elements that compose such a matrix [3, 9].
Since the weight matrix is specified randomly at the beginning of the algorithm, the ANN procedure is applied more than once to obtain more accurate values for the weight matrix.
The structure of the within-person error covariance matrix is specified using a REPEATED statement in SAS.
Therefore, a joint relationship matrix is specified among all base animals, and by applying the usual recursive definition, an additive relationship matrix is defined across all animals as shown in the " Methods" section.
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An exchangeable correlation matrix was specified.
For the following parameter estimation, an appropriate design matrix was specified using a box-car function convolved with the hemodynamic response function.
An unstructured covariance matrix was specified.
The working correlation matrix was specified as the exchangeable type.
In our case, the working correlation matrix was specified to be "unstructured" (UN).
Robust standard errors were used and an independent working correlation matrix was specified.
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