Sentence examples for by the linear models from inspiring English sources

The figures depict the main effects tested by the linear models, with each variable (continuous vs rest-inserted loading, 100 vs 1000 repetitions) depicted in a separate figure.

The contribution of each of the six factors was plotted, excluding the residuals, which include gene-to-gene variation and variance unexplained by the linear models.

The preprocessing of microarray data was conducted by the RMA [ 20– 22] integrative method, and the statistical analysis of gene differential expression was computed by the linear models and empirical Bayes methods [ 23].

A differential methylation analysis between CFs and TAFs was conducted applying paired comparisons via moderated t-statistics provided by the linear models implemented in limma Bioconductor package (18) to identify statistically significant differential DNA methylation differences.

The first criteria uses the error between the data recorded or simulated by the calibrated nonlinear finite element model and the data predicted by the linear model.

The results obtained by using these non-linear models are numerically compared with that obtained by the linear model.

Moreover, the dynamic behaviors predicted by the linear model are compared to the predictions of the nonlinear model.

The economic benefits are based on the degrees of freedom and the active constraints at the steady state predicted by the linear model embedded in the controller.

Spatial auto- and cross-correlation of uncertain numerical inputs that are spatially variable were represented by the linear model of coregionalization.

Linear black box models are identified using frequency domain identification techniques, while robust linear control design techniques (H∞ and μ-synthesis) account for the model uncertainties introduced by the linear model approximation of the nonlinear dynamics.

However, the water retention data predicted by the logistic model were more biased (higher systematic root mean error of estimate, RMSEs) than those predicted by the linear model.