Sentence examples for multivariable methods including from inspiring English sources

It is based on the analysis of FTIR spectral data by means of multivariable methods, including feature extraction and classification algorithms.

Multivariable statistical methods included a multiple logistic regression model for response, and Cox proportional hazards model for progression-free survival.

Multivariable filter methods include mRMR [ 9], correlation-based feature selection [ 10], and Markov blanket filter [ 11]; (ii) wrapper methods, which search for an optimal feature set that maximizes the classification performance, defined in terms of an evaluation function (such as cross-validation accuracy).

Here the methods included both multivariable logistic regression (to test independent effects) and decision tree modelling (to try to discover potential interaction effects), using as the dependent variable new pressure ulcer at reassessment among those without a pressure ulcer at baseline.

Such methods include zooming out.

These methods include computer modeling.

Statistical methods included descriptive summaries, calculation of incidence ratios and confidence intervals, Kaplan-Meier estimation for the probability of surviving an adverse event, multivariable proportional-hazard hypothesis testing, and multivariable Cox model fitting in order to identify factors associated to an increased/reduced hazard of an adverse event happening.

Besides descriptive analyses with group comparisons, the statistical analysis also included multivariable methods to control for several factors simultaneously.

Similar to multivariable methods, unmeasured confounders are not included in the construction of propensity scores.

Data analysis included descriptive methods for categorical and continuous variables as well as bivariate and multivariable methods.

The remaining studies used multivariable methods to control for potential confounders associated with the outcomes.