Sentence examples for matrix estimates using from inspiring English sources

The BL model can be updated with new training data simply by updating the mean vector and pooled within-sample covariance matrix estimates using simple recursive relationships, whereas the LR model is not so simple to update.

Entering new correctly classified cases into the training set is a straightforward procedure, since it merely involves updating the mean vector and covariance matrix estimates using simple recursive relationships.

where W(f) is the separation matrix estimated using a sparsity criterion and B(f) is a fixed beamforming filter.

*Heteroscedaticity robust covariance matrix estimate (using Ordinary Least Squares) (standard deviation between brackets).

The factor analysis is carried out on the sample correlation matrix estimated using robust methods.

Association tests were carried out using R following the Efficient Mixed Model Association method [ 34] with kinship matrix estimated using 20 SSR markers scattered along the 19 grape linkage groups [ 52].

When applying the fixed effects meta-regression model using GLS on dose-response data a test for heterogeneity is the Q test: Q = (Y - Z β ) ′ Σ - 1 (Y - X β ) where Σ is the estimated variance covariance matrix estimated using the method proposed by Greenland et al. in the GLS estimate[ 12].

This approach takes into account the identity-by-descent (IBD) relationship matrix estimated using the LOKI package [ 51], which employs a Markov chain Monte Carlo stochastic procedure by computing the IBD allele sharing at points throughout the genome conditional on the genotype information available at neighboring loci.

This yields the final state matrix estimate used for the likelihood calculation, described in the next section.

(C ) Correlation coefficient between similarity matrices estimated using different fractions of data.

Genomic estimated breeding values were obtained using the following mixed model and substituting the A matrix by the two G matrices estimated using the alternative methods.