Sentence examples for model choice procedure from inspiring English sources

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].

The sample space of such a model-choice procedure would include all models ranging from a single divergence-time parameter (i.e., simultaneous divergence of all co-distributed taxa) to the fully generalized model in which each taxon diverged at a unique time.

Therefore, a second element of model choice pertains to the type of shrinkage estimation procedure used.

All the existing multiple testing procedures have been developed without considering a proper model choice, so that, as Lee and Bjørnstad [ 4] showed, existing methods may not maintain the stated FDR level if any of their model assumptions are wrong.

We analyze a model of two-attribute competition for a decision maker who follows a non-compensatory choice procedure that only responds to ordinal rankings along the two dimensions.

This residential sorting model is a structural model choice based on a discrete choice model.

The particular dynamic behavior depends strongly on model choice.

Some good model choices are proposed and explored.

We applied the heterogeneous choice model procedure, 84 for which we fitted heteroscedastic binary response models via maximum likelihood and ran likelihood tests to compare both models (results can be requested from the author).

Two issues regarding choice of modeling that merit special note are the choice of model training procedure and the use of virological surveillance.

Transvaginal ultrasound (TVUS) is a standard, first-choice procedure.