Sentence examples for model building issues from inspiring English sources

[ 54] (Model building issues) "Both univariate and multivariate odds ratios (ORs) were calculated with a binary-logistic regression model … to evaluate the relationship between polymorphisms and prevalent CVD.

This assessment is based on both personal experiences and the results of simulation studies considering a restricted range of model-building issues (Sauerbrei, 1999; Royston and Sauerbrei, 2008).

Instead, new attractive statistical methods based on the use of the reclassification measures (7– 13) have become recently available when prediction model building is at issue; among these, the continuous net reclassification improvement (cNRI) has been mathematically proven to be a measure of effect size.

The chapter discusses national model building codes, local codes, seismic design issues, and pluses and minuses of slab-on-grade construction.

Focusing on prognostic markers in oncology, they discuss issues of statistical model building in the framework of regression models and of classification and regression trees.

A crucial issue in the model building process is a choice of tuning parameters that control the smoothness of a fitted curve.

The issue of removing variables prior to model building is, however, not without contention.

Systems pharmacology models have been applied in rat 54, 55 that try to resolve the identifiability issues by the monitoring of CO during the model building process.

To avoid such issue, we used development region in our model building.

To address this issue, we imposed elastic-net regularization on the LR model building [ 23].

The use of such a huge database for model building may restrict its application in places where the data availability could be an issue.