Meanings of ordinal regression in English

We compared results from different staging models and ordinal regression with biopsy data.

A multiple ordinal regression analysis identified the PTDDD as the most important predictor.

We compared ordinal regression to multi-class classification schemes and metric regression.

The impact of the intervention on work routines in community residences is analysed by ordinal regression analysis.

The HSI was calculated by weighting the predicted probabilities of the four-class grading scales from ordinal regression.

A multinomial ordinal regression model was used to predict scores based on regional volumes and global WMH burdens.

Here, we propose a novel, alternative multivariate approach that overcomes these limitations - whole brain probabilistic ordinal regression using a Gaussian process framework.

However, for risperidone ordinal regression significantly outperformed metric regression but performed similarly to multi-class classification both in terms of accuracy and mean absolute error.

Our results indicate the potential of an ordinal regression approach for neuroimaging data while providing a fully probabilistic framework with elegant approaches for model selection.

Odds ratios were calculated in an ordinal regression analysis with the number of risk alleles as an independent variable to analyse disease development and severity.

We used an ordinal regression model considering diagnostic delay as the main outcome and EEG and radiological examinations (in particular brain CT) as predictors.

Ordinal regression was thus the only method that performed well in all cases.

Longitudinal studies with paired biopsies will assist in refining the Ordinal Regression Index.

Binary logistic and ordinal regressions were used to identify barriers and facilitators to participation.

Ordinal regression analysis outperformed other noninvasive fibrosis prediction models.

Ordinal regression analyses were performed to determine significant factors associated with participants' frequency ratings of their activities.