Sentence examples for models and extensions from inspiring English sources

Roughly in the middle of this bias/variance trade-off dilemma, one finds regression tree-based models and extensions (bagging, boosting, random forests) to be some of the best predictive methods on a variety of different problems.

Cox's proportional hazards models and extensions of these models for time dependent predictors will be used to investigate mortality.

Other studies have used single cell-based cellular Potts models and extensions to simulate various aspects of development including embryonic cell patterning and tumor invasion [ 16, 17].

The data will be modelled in a random utility theory framework using limited dependent variable multiple logistic (hierarchical) regression modelling, in particular using binary logit models and extensions of such models.

Unlike previous methods that often use custom approaches that are organism specific, our method uses generalized linear models and extensions of standard reversible jump Markov chain Monte Carlo methods that can be readily extended to other organisms for a variety of biological inference problems relating to cell fate specification.

These findings offer a new perspective for research agendas on technical models and extension measures for communal rangeland management particularly in arid and semi-arid areas.

Finally, we discuss the suitability of the reduced model for reactor-scale modeling and extensions for transient simulations and other slender chemical engineering systems.

We analyze the asymptotic behavior of the impedance (or immittance) spectroscopy response of an electrolytic cell in a finite-length situation obtained from the Poisson-Nernst-Planck (PNP) diffusional model and extensions by taking into account different surface effects.

We believe that the utility, reliability and generality of our approach in refining PTMs indicate that our probability model and extensions of it can be used to produce higher-quality datasets and facilitate novel biological discoveries in the future.

This class of statistical techniques also includes nonparametric methods for comparing groups (e.g., log-rank test), semiparametric methods for assessing potential fixed effects of categorical and continuous covariates (e.g., Cox proportional hazards model and extensions) and for addressing random effects (frailty models), and fully parametric methods for all of these purposes.

This change improves generalization of the integrated tone model, for example, timbre modeling and extension to a bayesian estimation.