Sentence examples for model choice in from inspiring English sources

We used jModelTest [21] to determine the most appropriate substitution model for each DNA region and these were used to guide model choice in LAMARC.

The impact of substitution model choice in phylogenetic inference was quantified by comparing their log-likelihoods.

Variation in female group sizes is larger than variation in male group sizes, which could unduly influence our model choice in the stepwise regression analyses.

In this work we explore the consequences of model choice in eQTL studies reanalyzing public data with maximum likelihood and SVM techniques.

Although the DIC is now widely used for model choice in complex hierarchical Bayesian models, its usage is at least debatable [[ 24], pp.612-633].

This is not a critique of Bayesian model choice in general; comparing models by their marginal likelihoods provides a "natural" penalty for over-parameterization and can be a great strength of the Bayesian approach.

Azevedo, L. B., Henderson, A. D., Van, Z. R., Jolliet, O. & Huijbregts, M. A. Assessing the importance of spatial variability versus model choices in Life Cycle Impact Assessment: the case of freshwater eutrophication in Europe.

Future work would benefit from the ability to better characterize the uncertainty surrounding model choices in the development of cancer potency factors.

Because only a few studies used SFA, it was not possible to control for the model choices in SFA, such as functional form used for technology structure, distribution of inefficiency components, etc.

Although the DIC is now widely used for model choice selection in complex Bayesian models, its usage is at least debatable [ 21].

Predictive log-likelihood values used as model choice criteria in the bivariate analysis of GL and BW data indicated that the BS t model with low degrees of freedom fitted better than the BN model.