Sentence examples for model selection using from inspiring English sources

In theory, at infinite sample size, model selection using BIC selects the true model if it is included in the search space [56].

Model selection using AIC criteria allowed us to identify the time period over which to consider management practices that best explain plant patterns.

A stepwise model selection analysis was performed, yielding the same markers that were selected by stepwise model selection using an ordinary Cox model (data not shown).

Performing model selection using Bayes factors is particularly useful when dealing with a few models only.

Additionally and independently for each transcript, a class variable for family and covariates for pre- and post-globin-reduction RIN, and 5′-3′ treadcript read skewness were considered to be included based on model selection using Aikake information criterion (AIC) comparisons to select the best model.

We therefore chose to perform model selection using the AIC.

STILT performs exact Bayesian parameter inference and stochastic model selection using a particle-filter-based algorithm.

Model selection using the Poisson regression approach was discontinued at this stage because more complex models no longer converged.

This experiment was repeated 1000 times and the percentage of optimal model selection using these three criteria was obtained.

While model selection using compositional modeling has been shown to be intractable, it is tractable when all model fragment approximations are causal approximations.

Model selection using simultaneous autoregressive models was used to generate models describing the microhabitat use of each of three salamander age classes (adults, juveniles, and metamorphs).