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The company says its next step is working on singular value decomposition, or the factorization of a real or complex matrix in linear algebra.
A tensor can be regarded as a higher-order generalization of a matrix in linear algebra.
The drawback of HCCA matrix in linear mode is that it leads to rather broad peaks.
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This basic algebraic equality is called the reverse-order law of the inverse of the product of two nonsingular matrices in linear algebra.
Although seriesMatrix files should ideally contain log-transformed data, expression matrices in linear scale were also observed in several cases.
For a fixed a, the condition number of the matrix in the linear system grows exponentially as the number of data points is increased [21].
However incorporation of the STRUCTURE correction (Q matrix) in the linear regression model greatly reduced the number of significantly associated markers.
Define the controllability matrix of the system as H = [B, AB,.., An−1B], where A and B are the state transition matrix and input to the state matrix in the linear dynamic system, respectively.
PGLS includes a phylogenetic tree as a covariance matrix in a linear model [ 31].
The second set of methods predicted breeding values by replacing the average relationship matrix with the genomic relationship matrix in best linear unbiased prediction (BLUP) equations Another significant challenge in the implementation of genomic selection is to derive an expected accuracy of GEBV, as is current practise for EBV in national genetic evaluations [ 7].
The correlation structure of the data appears to be sufficiently strong, that it can be well represented by the variance-covariance matrix in the Linear Regression model, and it does not improve the model goodness-of-fit to further estimate an additional parameter for the phylogenetic signal.
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