Sentence examples for model selection approaches from inspiring English sources

A modeling approach (i.e., using multiple model construction and model selection approaches) can be a powerful tool for identifying selection on specific functional sequence groups by comparing the frequency and distribution of polymorphisms.

We think that our modeling approach (i.e., using multiple model construction and model selection approaches) can be a powerful tool for identifying selection on specific functional sequence groups by comparing the frequency and distribution of polymorphisms.

We provide integrated and practically relevant discussions on theoretical properties of state-of-the-art model selection approaches.

We also tested other dictionary model selection approaches which can reduce the computational cost.

Other model selection approaches have been developed that aim at achieving the same goal as the Akaike information criterion: to identify the most parsimonious and theoretically relevant models.

Future work will focus on experimental validation and comparison of the different model selection approaches for BTD- (L r,L r,1) decompositions in a realistic simulation study and on real EEG data.

The Cox multivariate model selected by Collett's Model Selection approach contained cognitive functioning, global health status and social functioning in addition to the selected clinical factors (Table 3).

An investigator best model selection approach was used to select the best predictors of cancer, and using logistic regression analysis we created a model, 'Norwich DEFAB', which is a clinical prediction rule for endometrial cancer.

We used a model selection approach based on the minimum AIC criteria to select the best SDMs.

Bayesian Best Subset Regression (BBSR) [ 8] has been proposed as a novel model selection approach, which uses Bayesian Information Criterion (BIC) to select an optimal model for each target gene.

Key variables influencing snow leopard habitat use were identified using Information Theory based model selection approach.