Sentence examples for may require model from inspiring English sources

Third, conditional Poisson regression and Cox proportional hazards regression can produce unbiased estimates, but may require model interaction terms between seat position and vehicle or crash characteristics.

Salient sounds initially result in a large prediction error (when no adequate top-down predictions are present, the prediction error corresponds to the input), and this may require model reconfiguration at higher levels, which may activate 'voluntary' top-down influence, which, in turn, may additionally amplify the impact of the salient sounds due to greater gain.

Such an approach allows for possible group heterogeneity in residual variances and serial correlations that may require modelling.

A gene-centric view of communities will liberate microbial ecology from exclusively marker gene-driven approaches, but untangling the effects of different genes may require models that can accommodate distributional, phylogenetic, and selective information about those genes.

It is noteworthy that while we assumed linear progression of cognitive impairment in clinical trials, future studies involving longer durations may require models of nonlinear profiles of progression of cognitive impairment.

Additionally, the group heterogeneity in cluster and residual variances may require modelling to satisfy model assumptions and improve model fit.

Since optimal design may require a model, a very short summary of modelling approaches is also given.

A single model component may represent a whole set of biological concepts (e.g. there are numerous processes involved in protein degradation, which is generally modelled as a single entity), while one biological process may require multiple model components (protein production involves transcription, translation and mRNA degradation components).

The main focus is on optimal control but since design of an optimal controller may require a model, a relatively short literature review of modeling approaches is also discussed.

Exploring these disparities may require a model that captures multilevel, random, or contextual effects, such as ethnicity, level of community development, or other regional variables.

We also showed that taxonomic kingdoms may require different model calibration as their strategies to increase complexity throughout evolution have been different.