Sentence examples for models with grouped from inspiring English sources
To meet these challenges, nonconvex penalized generalized linear models with grouped predictors are investigated and a simple-to-implement algorithm is proposed for computation.
Performance of model selection with grouped variables via group Lasso and related approaches has been analyzed in [10, 20, 27], while asymptotic analysis has been pursued in [28, 29].
Recently, a convex model selector with grouped variables was put forth by [10], and successfully applied to biostatistics and compressive sampling [20].
We used the Bayesian skyline plot (BSP) population growth model with 10 grouped intervals as implemented in BEAST v1.5.3 [56].
Then the QOL indicators were added individually to the model, first with continuous and second with grouped scores (cut-off points: 33 and 67% quantile of total sample, intermediate group as reference).
Application of this model to a bladed-disk system with grouped blades shows that the results qualitatively conform to accepted knowledge of grouped-blade dynamics, while allowing a more coherent understanding of the phenomenon.
Lung cancer death risks during the follow-up were analysed in relation to the estimated time-dependent exposures, both continuous and grouped, using Cox regression models, with adjustment for age.
With the exception of model-based grouped age, there was more variation in the Pohar-Perme estimate at 5, and particularly 10 and 15 years, reflected in the larger MSEs.
(Above, models with Sassoon haircuts).
He built elaborate models with Lego bricks.
