Three-group ROC predictive analysis for ordinal outcomes
Sign Up to like & getrecommendations! Published in 2017 at "Communications in Statistics - Theory and Methods"
DOI: 10.1080/03610926.2016.1212074
Abstract: ABSTRACT Measuring the accuracy of diagnostic tests is crucial in many application areas including medicine, machine learning, and credit scoring. The receiver operating characteristic (ROC) surface is a useful tool to assess the ability of… read more here.
Keywords: three group; ordinal outcomes; group roc; analysis ordinal ... See more keywords
Exact Mediation Analysis for Ordinal Outcome and Binary Mediator.
Sign Up to like & getrecommendations! Published in 2022 at "Epidemiology"
DOI: 10.1097/ede.0000000000001540
Abstract: With reference to a single mediator context, this brief report presents a model-based strategy to estimate counterfactual direct and indirect effects when the response variable is ordinal and the mediator is binary. Postulating a logistic… read more here.
Keywords: outcome; mediation analysis; analysis ordinal; exact mediation ... See more keywords