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This is easily seen in terms of the resolution matrix of the model.
In view of low number of GPS stations in this area, the design matrix of the model is rank deficient.
Unconditional stability is achieved by a consistent manipulation of the mass and compressibility matrix of the model, which causes virtually no computational overhead.
A procedure for the optimal experimental design is proposed based on the analysis of the Fisher information matrix of the model.
The proposed criterion is based on combinatorial algebraic objects, namely the circuit basis of the toric ideal associated to the design matrix of the model.
The covariance matrix is obtained by adding the matrix with design-based estimates of the sampling variances and covariances and the covariance matrix of the model errors.
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Alternatively, (5) where C g is the genomic marker effect submatrix in the inverse of the coefficient matrix of the mixed model equation for marker-based model (1) (see Appendix B).
The ALS algorithm rapidly converges when one of the three matrix factors of the model is known.
The matrix notation of the model is given as (Bas and Boyaci 2007): Open image in new window (7).
Prior to saturating the model with any liquid, the air packets in the matrix part of the model were flushed out using several pore volumes of CO2. 3.
In Figure 1, we illustrate the best circuit found together with the corresponding superstructure matrix, coefficients of the model and active pairs.
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