Sentence examples for model choice by from inspiring English sources

We further tested the adequacy of model choice by plotting the residuals against the linear predictors.

Exploring model choice, by comparing the goodness-of-fit of different models that capture demographies of varying complexity, is an important future direction.

The extent to which this switch was driven by active model choice by juveniles, rather than a parental decision to be more tolerant toward their control offspring, is an interesting question for future research, although we never observed adult aggression toward juveniles.

We sought to answer the question: is model choice affected by the size of the sample used?

These parameters were then estimated using our method, with model choice informed by the rescaled deviance information criterion.

Finally, statistical fit of the six different models were compared using a model choice procedure by means of the Akaike Information Criterion implemented in the R package BioGeoBEARS [ 34, 35].

That the overall mean and broad pattern of URRs under the linear and log-linear models were similar is reassuring, but having model choice forced by statistical tractability is not ideal.

However, the quality of the modeling of the missing pieces depends entirely on the modeling choices by the user when building the coarse-grain template.

Comparison of models has been performed both by the model choice acceptance method and by using Bayes factors between each pair of models, two different ways leading to identical conclusions.

Because model choice as performed by ProtTest can lead to underestimating uncertainty, the maximum likelihood analyses were complemented by a Bayesian analysis that integrates over different models of evolution: rather than selecting an a priori empirical model of substitution, a reversible-jump Markov chain Monte Carlo (RJ-MCMC) was constructed to integrate over model uncertainty [57].

Model choice was guided by the lowest Akaike criteria value.