Adjusting for covariate effects on classification accuracy using the covariate-adjusted ROC curve
H Janes, MS Pepe - 2006 - biostats.bepress.com
Recent scientific and technological innovations have produced an abundance of potential
markers which are being investigated for their use in disease screen-ing and diagnosis. In …
markers which are being investigated for their use in disease screen-ing and diagnosis. In …
Accommodating covariates in ROC analysis
H Janes, GM Longton, M Pepe - 2008 - biostats.bepress.com
Classification accuracy is the ability of a marker or diagnostic test to discriminate between
two groups of individuals, cases and controls, and is commonly summarized using the …
two groups of individuals, cases and controls, and is commonly summarized using the …
Accommodating covariates in receiver operating characteristic analysis
H Janes, G Longton, MS Pepe - The Stata Journal, 2009 - journals.sagepub.com
Classification accuracy is the ability of a marker or diagnostic test to discriminate between
two groups of individuals, cases and controls, and is commonly summarized by using the …
two groups of individuals, cases and controls, and is commonly summarized by using the …
Regression analysis for the partial area under the ROC curve
T Cai, LE Dodd - Statistica Sinica, 2008 - JSTOR
Performance evaluation of any classification method is fundamental to its acceptance in
practice. Evaluation should consider the dependence of a classifier's accuracy on relevant …
practice. Evaluation should consider the dependence of a classifier's accuracy on relevant …
[HTML][HTML] A linear regression framework for the receiver operating characteristic (ROC) curve analysis
Z Zhang, Y Huang - Journal of biometrics & biostatistics, 2005 - ncbi.nlm.nih.gov
The receiver operating characteristic (ROC) curve has been a popular statistical tool for
characterizing the discriminating power of a classifier, such as a biomarker or an imaging …
characterizing the discriminating power of a classifier, such as a biomarker or an imaging …
[图书][B] Regression methods for areas and partial areas under the receiver-operating characteristic curve
LE Dodd - 2001 - search.proquest.com
Advancing medical technologies provide promising methods for better detection of disease.
Before these advances become standard, they must undergo rigorous evaluation to assess …
Before these advances become standard, they must undergo rigorous evaluation to assess …
Estimation and comparison of receiver operating characteristic curves
MS Pepe, G Longton, H Janes - The Stata Journal, 2009 - journals.sagepub.com
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 …
diagnostic test to discriminate between two groups of subjects, cases versus controls. We …
[图书][B] Estimation of the ROC Curve and its Associated Indices Under Verification Bias
R Fluss - 2006 - search.proquest.com
Abstract The ROC (Receiver Operating Characteristic) curve is the most commonly used
statistical tool for describing the discriminatory accuracy of a diagnostic test (Y). A person is …
statistical tool for describing the discriminatory accuracy of a diagnostic test (Y). A person is …
ROCnReg: An R package for receiver operating characteristic curve inference with and without covariate information
MX Rodríguez-Álvarez, V Inacio - arXiv preprint arXiv:2003.13111, 2020 - arxiv.org
The receiver operating characteristic (ROC) curve is the most popular tool used to evaluate
the discriminatory capability of diagnostic tests/biomarkers measured on a continuous scale …
the discriminatory capability of diagnostic tests/biomarkers measured on a continuous scale …
[图书][B] Adjusting for covariate effects in biomarker studies using the subject-specific threshold ROC curve
H Janes - 2005 - search.proquest.com
Recent scientific and technological innovations have produced an explosion of potential
biomarkers which are being investigated for their use in disease screening and diagnosis. In …
biomarkers which are being investigated for their use in disease screening and diagnosis. In …