Estimation and Comparison of Receiver Operating Characteristic Curves [PDF]
The Stata Journal: Promoting communications on statistics and Stata, 2009 The receiver operating characteristic (ROC) curve displays the capacity of a marker or diagnostic test to discriminate between two groups of subjects, cases versus controls. We present a comprehensive suite of Stata commands for performing ROC analysis. Nonparametric, semiparametric, and parametric estimators are calculated. Comparisons between curves
Margaret, Pepe +2 more
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Receiver Operating Characteristic Curve in Diagnostic Test Assessment [PDF]
Journal of Thoracic Oncology, 2010 The performance of a diagnostic test in the case of a binary predictor can be evaluated using the measures of sensitivity and specificity. However, in many instances, we encounter predictors that are measured on a continuous or ordinal scale. In such cases, it is desirable to assess performance of a diagnostic test over the range of possible cutpoints ...
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Value of Spinal Infection Treatment Evaluation Score, Pola Classification, and Brighton Spondylodiscitis Score from Decision to Surgery in Patients with Spondylodiscitis: A Receiver-Operating Characteristic Curve Analysis. [PDF]
Asian Spine JRezvani M +4 more
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Understanding diagnostic tests 3: receiver operating characteristic curves [PDF]
Acta Paediatrica, 2007 AbstractThe results of many clinical tests are quantitative and are provided on a continuous scale. To help decide the presence or absence of disease, a cut‐off point for ‘normal’ or ‘abnormal’ is chosen. The sensitivity and specificity of a test vary according to the level that is chosen as the cut‐off point. The receiver operating characteristic (ROC)
Anthony K Akobeng
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The receiver operating characteristic (ROC) curve
Southwest Respiratory and Critical Care Chronicles, 2017 Shengping Yang, Gilbert Berdine
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Limitations of receiver operating characteristic curve on imbalanced data: Assist device mortality risk scores. [PDF]
J Thorac Cardiovasc Surg, 2023 Movahedi F, Padman R, Antaki JF.
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The receiver operating characteristic curve accurately assesses imbalanced datasets. [PDF]
Patterns (N Y)Richardson E +5 more
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Atmosphere, 2021 The evaluation of general circulation models (GCM) is a fundamental step in climate research in terms of both quality assurance/quality control and realistic representation of the dynamics of the atmospheric flows in the future projections. In this paper,
Erzsébet Kristóf +4 more
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Mathematics, 2022 When examinees are classified into groups based on scores from educational assessment, two indices are widely used to gauge the psychometric quality of the classifications: accuracy and consistency.
Hyunsuk Han
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Receiver Operating Characteristic Curve of Total Serum IgE in Allergic Patients [PDF]
مجلة الموصل للتمريض, 2017 Background and objective: Validity of continuous variable test like total serum IgE is performed by constructing Receiver Operating Characteristic (ROC) curve.
Haitham Bader Fathi
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