In the MAT model, attention is calculated by summing the inner product between the atom attributes, adjacency matrix, and distance matrix. According to Eq. (1), if the inner product between two atoms is large an
Results The correlations between GEBVs from different methods are over 0.95 in most scenarios. The correlations between BayesB using all markers and TABLUP using 200 or more selected markers to construct the TA matrix are higher than 0.98 in the candidate population. The accuracy of TABLUP is...
Consequently, this study employs linguistic variables to evaluate the relationship matrix, which can display positive and negative relationships simultaneously via the arrangement of the linguistic scale. The correlation between solution schemes can be modeled indirectly in the relationship matrix; hence, ...
On the Relationship Between Squared Canonical Correlation and Matrix NormIn research on approximating factor analysis (FA) by principal component analysis (PCA), FA loadings and PCA loadings are typically compared using some measure of closeness or distance. Previous studies have used the average ...
Euclidean distance matrix A symmetric matrix, in which each element is computed by estimating the Euclidean distance between the centre coordinates of two brain regions. Network diffusion models (NDMs). Computational models simulating Alzheimer disease progression on brain networks using a network heat eq...
These correlations are, approximately, the summary statistics that are modeled in the variance component analyses. Table 1 Total number of pairs and average of sampled pairs for relationship k Full size table Mixed linear model implementing a numerator relationship matrix based on pedigree information ...
Table 4 presents the correlation matrix. The correlations between LN_SPREAD and COLLAT and the proxies for relationship loans are negative, a finding in line with banking relationships leading to better terms in bank loans. Meanwhile, the correlation of LN_MAT with the measures of relationship loa...
We used a T-test that is robust for unequal variances with a Satterthwaite approximation in case the Levene's test yielded unequal variances. A correlation matrix of pairwise Pearson's correlation coefficient (r) assessed the bivariate linear relationships between outcomes (CoP velocity: total, AP...
context of subordinates’ perceptions of their supervisors. We asked over 2,000 employees to fill out questionnaires in two languages containing 20 instruments encompassing 26 subscales and 269 items. We investigated the correlation matrix with several recommended tools, explained in the Method section ...
Suppose there is a correlation between the volume of the central compartment (Central) and the weight of infants. You can define this parameter-covariate relationship using a covariate model that can be described as log(Vi)=θV+θV/WEIGHT∗WEIGHTi+ηV,i, where, for each ith infant, V...