Sentence examples for by multivariate linear models from inspiring English sources
In effect, the system of coupled ordinary differential equations can be replaced by multivariate linear models, which can be used as surrogate models.
By multivariate linear model (MLR), f can be expressed as: y_{i} = varvec{b}^{text{T}} varvec{x}_{i} + varepsilon_{i} (3)where b is the weight vector, and (varvec{b} in {mathbf{R}}^{l times 1}).
We examined the effects of fetal growth velocity, post natal growth and birth weight on subcutaneous fat mass measured at 4 and 12 months of age, by using multivariate linear models.
We accomplished this by fitting generalized multivariate linear models in which the covariances were assumed to be unstructured between ears, and autoregressive according to the frequency tested, based on examination of the pairwise DPOAE correlations across frequencies.
Multivariate linear models were used to estimate the overall association between lead and LAZ and also stratified by zinc status.
Multivariate linear models are increasingly important in quantitative genetics.
Multivariate linear models and step-wise model selection were used to determine the fraction of variance in OATP expression explained by non-genetic, genetic, and transcription covariates.
H. pylori and CagA status did not improve the performances of PGA and PGC after adjustment by the remaining variables from the multivariate linear model.
The initial univariate filter was applied to remove miRNA showing little predictive power from the multivariate linear model, and only those miRNA with p < 0.2 significance by F-test in the univariate linear model predicting signature score were considered.
