Sentence examples for model procedure including from inspiring English sources

The transformed data were subjected to combined analyses of variance (ANOVA) over environments using a mixed linear model procedure including genotype, environment and genotype by environment interactions as random factors.

Employing a mixed model procedure including the time spent in the venue and the type of venue (parks vs beaches) as covariates, there was a significant reduction in smoking rates in all venues from prelaw to 12-month postlaw (prelaw mean rate=20.5 vs 12-month mean rate=4.7, F=2.6 (dF=2.69); p=0.04).

Within-site mean change scores will be computed for the composite primary outcome and the overall covariate-adjusted between-site pre-post difference will be the dependent variable analyzed using generalized linear mixed model procedures including adjustment for clustering.

Even if the modelling procedure includes a more subjective component, we argue that predictions from our scam models are more reliable than their unconstrained counterparts, because of limited extreme data values.

A systematic model validation procedure including uncertainty quantification, model update and prediction is described based on a non-probabilistic interval model.

In the course of the multivariate analysis of the factors associated with shortened survival time, we used Cox's proportional hazard models, applying the stepwise (forward) model building procedure, including all covariates significant at 20% level in bivariate analysis.

Next, we performed hierarchical logistic regression analysis using multilevel models with the Generalized Linear Mixed Model (GLIMMIX) procedure including inpatient-level and hospital-level variables, analysed to examine the associations with 30-day mortality after hospitalisation.

A novel model updating procedure, including regularization, is applied to the structure and is shown to accurately predict the location of the increasing damage in the building.

In multivariate analysis of the factors associated with survival after resection, we used Cox proportional hazard models applying the stepwise model-building procedure including all covariates significant at the 10% level in univariate analysis.

Our statistical prediction model building procedure included four steps.

The idealized Y-graft model was parameterized with six geometric parameters including graft diameter and anastomosis locations, and the optimization procedure, including model construction, meshing, and simulation, was executed automatically.