Sentence examples for by developing univariate models from inspiring English sources

Initial variables were selected by developing univariate models; variables with Wald p>0.2 were excluded from further analysis.

We developed univariate and multivariate linear regression models for these congeners.

We developed univariate and multivariate logistic regression models to estimate the odds of in-hospital mortality by comparing dermatomyositis patients with CVD to controls with CVD as well as dermatomyositis patients with or without CVD.

Initial univariate models were developed to identify significant predictors of accelerated loss of kidney function.

A multivariate logistic regression model was developed including covariates that were significant predictors in univariate models by the likelihood ratio test.

Differences in response and disease control rates were analysed by a χ (univariate) model.

Then, the multivariate models were developed including all nine predictors used for the univariate models.

We developed multiple regression models by incorporating potentially confounding factors that showed a P value of < 0.10 in the univariate models.

For this reason, both univariate and multivariate linear classification was performed, showing that some of the univariate models are already quite satisfactory, with an improvement by multivariate analysis.

When either AGEs or sRAGE were associated with plaque progression in the univariate model, we developed the multivariate model.

A univariate model for the cumulative risk of developing either CKD, ESRD or of dying at any time point was constructed by considering the different endpoints of CKD, ESRD and death as competing events (Additional file 1: Figure S1).