Sentence examples for both the correlation structure from inspiring English sources

The chosen permutation strategy was a conservative one because it preserved both the correlation structure among the TT regressors and the temporal properties of the music.

For both models, the correlation structure was selected based on the model fit, measured by the quasi-likelihood under the independence model criterion [ 23].

SAFEGUI enables permutation and bootstrap resampling of arrays, and both methods preserve the correlation structure of the expression measurements.

Identification of metabolites responsible for the cluster separation (variables combining high model influence with high reliability) was also done using the predictive S-line plot (a way to visualize both the covariance and the correlation structure between the X-variables and the predictive score).

Using both color and spatial relationships, the KGraph presents both associations with ABI and the correlation structure of the predictors that underlie those associations.

This preserves the correlation structure both between markers and between traits, and thus is an appropriate method to estimate p-values.

Since the power of multitrait analysis depends on both the QTL effects and the correlation structure, it is not possible for analysis of clustered traits to work best at loci of different QTL effects.

In contrast, the covariance matrix W which specifies the correlation structure both over time and between coordinates in the evolution of θ t, may be unknown and has to be estimated.

Our results could be further improved by using the PACT method instead of FDR to correct for multiple comparisons, which considered the correlation structure among both SNPs and phenotypes and is less conservative [40].

We used PLS-DA for distinguishing between aggressive and indolent tumors, as well as different tissue types, as it provided both effective classification and information about the correlation structure within the gene expression data.

Due to the correlation structure of this model, both dependency between data and overdispersed Poisson distributed data may be modeled.