Distribution-free ROC analysis using binary regression techniques
From MaRDI portal
Publication:5701156
DOI10.1093/BIOSTATISTICS/3.3.421zbMath1135.62390OpenAlexW2107846880WikidataQ46485896 ScholiaQ46485896MaRDI QIDQ5701156
Todd A. Alonzo, Margaret Sullivan Pepe
Publication date: 2 November 2005
Published in: Biostatistics (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1093/biostatistics/3.3.421
Applications of statistics to biology and medical sciences; meta analysis (62P10) Nonparametric estimation (62G05) Estimation in survival analysis and censored data (62N02)
Related Items (27)
REVIEW AND LIMITATIONS OF METHODS FOR CONSTRUCTING A RECEIVER OPERATING CHARACTERISTIC CURVE IN A CASE-CONTROL DESIGN ⋮ A non-parametric test for comparing conditional ROC curves ⋮ A Regression Model for the AUC of Clustered Ordinal Test Results and Working Independent Optimal Weights ⋮ Semiparametric transformation models for multiple continuous biomarkers in ROC analysis ⋮ Minimum clinically important difference in medical studies ⋮ Estimation of the volume under a ROC surface in presence of covariates ⋮ Smooth estimation of ROC curve in the presence of auxiliary information ⋮ Robust consistent estimators for ROC curves with covariates ⋮ ROC analysis using covariate balancing propensity scores with an application to biochemical predictors for thyroid cancer ⋮ Logistic regression analysis with standardized markers ⋮ Comparing two diagnostic tests when two tests are applied to same patients and test scores are given in categories ⋮ A new flexible direct ROC regression model: application to the detection of cardiovascular risk factors by anthropometric measures ⋮ Comparative study of ROC regression techniques -- applications for the computer-aided diagnostic system in breast cancer detection ⋮ Comparison of semiparametric, parametric, and nonparametric ROC analysis for continuous diagnostic tests using a simulation study and acute coronary syndrome data ⋮ Estimating the diagnostic likelihood ratio of a continuous marker ⋮ Bayesian ROC curve estimation under binormality using an ordinal category likelihood ⋮ ROC curve and covariates: extending induced methodology to the non-parametric framework ⋮ Model Checking for ROC Regression Analysis ⋮ Model Checking for ROC Regression Analysis ⋮ Matching in Studies of Classification Accuracy: Implications for Analysis, Efficiency, and Assessment of Incremental Value ⋮ The Analysis of Placement Values for Evaluating Discriminatory Measures ⋮ Bayesian ROC curve estimation under binormality using a rank likelihood ⋮ Multivariate binormal mixtures for semi-parametric inference on ROC curves ⋮ A Parametric ROC Model‐Based Approach for Evaluating the Predictiveness of Continuous Markers in Case–Control Studies ⋮ Non‐parametric Bayesian Hazard Regression for Chronic Disease Risk Assessment ⋮ The covariate-adjusted ROC curve: the concept and its importance, review of inferential methods, and a new Bayesian estimator ⋮ Robustness of Approaches to ROC Curve Modeling under Misspecification of the Underlying Probability Model
This page was built for publication: Distribution-free ROC analysis using binary regression techniques